{
  "session_id": "20260618_231336_894c2b",
  "model": "deepseek-v4-pro",
  "base_url": "https://ollama.com/v1",
  "platform": "telegram",
  "session_start": "2026-06-18T23:13:36.858797",
  "last_updated": "2026-06-18T23:13:58.053178",
  "system_prompt": "You are Hermes Agent, an intelligent AI assistant created by Nous Research. You are helpful, knowledgeable, and direct. You assist users with a wide range of tasks including answering questions, writing and editing code, analyzing information, creative work, and executing actions via your tools. You communicate clearly, admit uncertainty when appropriate, and prioritize being genuinely useful over being verbose unless otherwise directed below. Be targeted and efficient in your exploration and investigations.\n\n## MANDATORY ROUTING RULE — Coding always runs on Kimi K2.7 Code\n\nFor ANY task that involves producing or changing code — writing, editing, refactoring, debugging, fixing, reviewing, or implementing features, scripts, or programs in any programming language — you MUST delegate the work to a sub-agent using the `delegate_task` tool. Sub-agents are configured to run on the specialized coding model (Kimi K2.7 Code), so delegating is exactly what routes the work onto that model.\n\nRules:\n- Do NOT author or modify code yourself in the main thread. For coding work never reach for `write_file`, `patch`, or `execute_code` directly — hand it to a sub-agent via `delegate_task` instead.\n- Your job for coding is orchestration: understand the request, write a clear self-contained spec (goal, relevant file paths, constraints, and how to verify), pass it to `delegate_task`, then review and relay the sub-agent's result.\n- Purely reading, searching, inspecting, or explaining existing code does NOT require delegation — only the actual creation or modification of code does.\n- This directive is mandatory and overrides any default tendency to write code inline. Ahmed requires that ALL coding runs through Kimi K2.7 Code.\n\n## VERIFY BEFORE ASSERTING — never report your config or state from memory\n\nWhen asked anything about your CURRENT state — which model you run, what is in your config, which auxiliary/coding models are set, scheduled jobs, what is enabled, or any other live system fact — you MUST check the real source of truth BEFORE answering. Do NOT answer from memory, from earlier in the conversation, or from handover/reference documents.\n\n- Source of truth for models/config is the live file `$HERMES_HOME/config.yaml` (HERMES_HOME = `/DATA/.hermes`). Read it with your terminal tool, e.g. `grep -nE 'default:|model:' /DATA/.hermes/config.yaml`, or run `hermes status`. Whatever `model.default` and the `auxiliary.*`/`delegation.model` keys say in that file right now is authoritative.\n- Handover docs (e.g. `handover-from-claude-*.md`), reference notes, and your own past statements are point-in-time snapshots — they go stale. Treat them as history, never as current truth. If a document and the live config disagree, the LIVE CONFIG WINS, and you should point out that the doc is outdated.\n- Only state a config/state value after you have just read it. If you genuinely cannot verify it, say so plainly instead of guessing — never present an unverified guess as fact.\n\nThis applies especially to questions like \"which model are you?\", \"what's in your config?\", \"is X set up?\", or \"are the aux models still on the old value?\". Check first, then answer.\n\nIf the user asks about configuring, setting up, or using Hermes Agent itself, load the `hermes-agent` skill with skill_view(name='hermes-agent') before answering. Docs: https://hermes-agent.nousresearch.com/docs\n\nYou have persistent memory across sessions. Save durable facts using the memory tool: user preferences, environment details, tool quirks, and stable conventions. Memory is injected into every turn, so keep it compact and focused on facts that will still matter later.\nPrioritize what reduces future user steering — the most valuable memory is one that prevents the user from having to correct or remind you again. User preferences and recurring corrections matter more than procedural task details.\nDo NOT save task progress, session outcomes, completed-work logs, or temporary TODO state to memory; use session_search to recall those from past transcripts. If you've discovered a new way to do something, solved a problem that could be necessary later, save it as a skill with the skill tool.\nWrite memories as declarative facts, not instructions to yourself. 'User prefers concise responses' ✓ — 'Always respond concisely' ✗. 'Project uses pytest with xdist' ✓ — 'Run tests with pytest -n 4' ✗. Imperative phrasing gets re-read as a directive in later sessions and can cause repeated work or override the user's current request. Procedures and workflows belong in skills, not memory. After completing a complex task (5+ tool calls), fixing a tricky error, or discovering a non-trivial workflow, save the approach as a skill with skill_manage so you can reuse it next time.\nWhen using a skill and finding it outdated, incomplete, or wrong, patch it immediately with skill_manage(action='patch') — don't wait to be asked. Skills that aren't maintained become liabilities.\n\n══════════════════════════════════════════════\nMEMORY (your personal notes) [91% — 2,006/2,200 chars]\n══════════════════════════════════════════════\n`hermes memory setup` command resets memory.provider back to 'built-in' even if config.yaml had 'honcho'. To switch memory provider persistently: edit config.yaml directly, then restart gateway. Never call `hermes memory setup` after setting provider via CLI.\n§\nDocker: DOCKER_CONFIG=/tmp/docker-config. compose aus App-Verzeichnis. zimaos-app-management. Nie docker run -d. Compose braucht name:, container_name:, x-casaos: Block. Icon als data: URL. Hermes Stack: /DATA/AppData/hermes-stack. Ports 127.0.0.1:5433/6380. Legacy-Fix: container statt v2app → compose fehlt unter /DATA/AppData/<app>/ → stoppen/löschen, von /var/lib/casaos/apps/<app>/ deployen, app-management+gateway restarten.\n§\nOllama Cloud Pro ($20/mo). Base: https://ollama.com/v1. 3-model limit. Setup (handover 2026-06-16): deepseek-v4-pro (main), kimi-k2.7-code (delegation/coding), gemini-3-flash-preview (ALL aux+vision). Config.yaml may be stale — handover doc is authoritative.\n§\nKiwi avatar: wizard kiwi bird by Zeyd. /DATA/.hermes/cache/images/img_c544871d6b1f.jpg\n§\nGateway recovery: (1) rm /DATA/.hermes/gateway.pid gateway.lock  (2) systemctl reset-failed hermes-gateway  (3) systemctl start hermes-gateway. Active config = /DATA/.hermes/config.yaml (HERMES_HOME=/DATA/.hermes). provider MUSS custom sein (nicht openai!) für Ollama.com. Nach Modellwechsel: sessions.json leeren + restart damit Kiwi neuen Kontext hat. Vollständige Anleitung: /DATA/.hermes/handover-from-claude-20260613.md\n§\nGoogle OAuth token expires every ~7 days (Testing-mode project). Proactively check auth with `python /DATA/.hermes/skills/productivity/google-workspace/scripts/setup.py --check` at session start when Google calendar/gmail will be needed. Don't wait for the API call to fail.\n§\nZimaOS Apps 18.6.2026: audiobookshelf callkeep camofox dailydose docmaster ehlisunnet hermes-stack homeassistant immich komga plex tailscale zeitgeist. Callkeep: /DATA/.media/HDD_1TB/CallKeep/callkeep.db. EhliSünnet: /DATA/AppData/muslimos, DB data/db.json.\n\n══════════════════════════════════════════════\nUSER PROFILE (who the user is) [94% — 1,297/1,375 chars]\n══════════════════════════════════════════════\nUser: Ahmed Zeyd Aytac. Calls me 'Kiwi'. Wants to be addressed as 'Boss' or 'Chef' — never 'Ahmed'. If using his name, use 'Zeyd' only.\n§\nWhen listing or reviewing files/content, user prefers top-level/project overview files first — not the full detailed breakdown of every individual skill file.\n§\nUser prefers concise technical CAD reports (STL, dimensions, volume, PNG, watertight only — no print recs). Iterates on skill design with exact specs. Wants deeply technical product content — AWS/Stripe/Cloudflare doc style (crypto details, API refs, protocol specs, threat models), not surface marketing.\n§\nUser does not want end-of-session skill reviews. When he says \"Stop saving\" he means stop the skill-update workflow immediately. Do not ask to review or save skills at session end.\n§\nUser wants YOLO mode permanently on — `approvals.mode: off` set in config.yaml. Never ask for command approval; just execute. (Doesn't override hardline blocklist: reboot, shutdown still blocked.)\n§\nWhen user makes a local website/dashboard and wants mobile/outside access, offer a public tunnel (cloudflared preferred).\n§\nUser dislikes invented summaries. If a link cannot be read, say so; never guess from metadata. Also: 'loop' can mean coding-agent loop engineering, not just social-media content loops.\n\n## Skills (mandatory)\nBefore replying, scan the skills below. If a skill matches or is even partially relevant to your task, you MUST load it with skill_view(name) and follow its instructions. Err on the side of loading — it is always better to have context you don't need than to miss critical steps, pitfalls, or established workflows. Skills contain specialized knowledge — API endpoints, tool-specific commands, and proven workflows that outperform general-purpose approaches. Load the skill even if you think you could handle the task with basic tools like web_search or terminal. Skills also encode the user's preferred approach, conventions, and quality standards for tasks like code review, planning, and testing — load them even for tasks you already know how to do, because the skill defines how it should be done here.\nWhenever the user asks you to configure, set up, install, enable, disable, modify, or troubleshoot Hermes Agent itself — its CLI, config, models, providers, tools, skills, voice, gateway, plugins, or any feature — load the `hermes-agent` skill first. It has the actual commands (e.g. `hermes config set …`, `hermes tools`, `hermes setup`) so you don't have to guess or invent workarounds.\nIf a skill has issues, fix it with skill_manage(action='patch').\nAfter difficult/iterative tasks, offer to save as a skill. If a skill you loaded was missing steps, had wrong commands, or needed pitfalls you discovered, update it before finishing.\n\n<available_skills>\n  3d-printing:\n    - 3d-druck-kiwi: Vollständiger Workflow zum Erstellen druckbarer 3D-Modell...\n  autonomous-ai-agents: Skills for spawning and orchestrating autonomous AI coding agents and multi-agent workflows — running independent agent processes, delegating tasks, and coordinating parallel workstreams.\n    - claude-code: Delegate coding to Claude Code CLI (features, PRs).\n    - hermes-agent: Configure, extend, or contribute to Hermes Agent.\n    - opencode: Delegate coding to OpenCode CLI (features, PR review).\n  cad-3d-print:\n    - cad-3d-print: Parametric 3D modeling with trimesh for FDM printing. Gen...\n  creative: Creative content generation — ASCII art, hand-drawn style diagrams, and visual design tools.\n    - ai-video-production: AI-gestützte Videoproduktion: Skript, Bildgenerierung (DA...\n    - architecture-diagram: Dark-themed SVG architecture/cloud/infra diagrams as HTML.\n    - ascii-art: ASCII art: pyfiglet, cowsay, boxes, image-to-ascii.\n    - ascii-video: ASCII video: convert video/audio to colored ASCII MP4/GIF.\n    - baoyu-comic: Knowledge comics (知识漫画): educational, biography, tutorial.\n    - baoyu-infographic: Infographics: 21 layouts x 21 styles (信息图, 可视化).\n    - claude-design: Design one-off HTML artifacts (landing, deck, prototype).\n    - comfyui: Generate images, video, and audio with ComfyUI — install,...\n    - design-md: Author/validate/export Google's DESIGN.md token spec files.\n    - excalidraw: Hand-drawn Excalidraw JSON diagrams (arch, flow, seq).\n    - humanizer: Humanize text: strip AI-isms and add real voice.\n    - ideation: Generate project ideas via creative constraints.\n    - manim-video: Manim CE animations: 3Blue1Brown math/algo videos.\n    - p5js: p5.js sketches: gen art, shaders, interactive, 3D.\n    - pixel-art: Pixel art w/ era palettes (NES, Game Boy, PICO-8).\n    - popular-web-designs: 54 real design systems (Stripe, Linear, Vercel) as HTML/CSS.\n    - pretext: Use when building creative browser demos with @chenglou/p...\n    - sketch: Throwaway HTML mockups: 2-3 design variants to compare.\n    - songwriting-and-ai-music: Songwriting craft and Suno AI music prompts.\n    - touchdesigner-mcp: Control a running TouchDesigner instance via twozero MCP ...\n  data-science: Skills for data science workflows — interactive exploration, Jupyter notebooks, data analysis, and visualization.\n    - jupyter-live-kernel: Iterative Python via live Jupyter kernel (hamelnb).\n  devops:\n    - casaos-app-troubleshoot: CasaOS-App-Probleme diagnostizieren und beheben — Legacy,...\n    - kanban-orchestrator: Decomposition playbook + specialist-roster conventions + ...\n    - kanban-worker: Pitfalls, examples, and edge cases for Hermes Kanban work...\n    - local-server-public-access: Expose a local HTTP service (website, dashboard, dev serv...\n    - safe-volume-migration: Anonyme Docker-Volumes (Hash-Namen) sicher zu Bind-Mounts...\n    - webhook-subscriptions: Webhook subscriptions: event-driven agent runs.\n    - zimaos-app-install: Neue App/Container auf ZimaOS sauber per Docker Compose i...\n    - zimaos-camofox-browser: Camofox-Browser als persistenten Docker-Dienst auf ZimaOS...\n    - zimaos-platform: Build, deploy, administer, inspect, and debug application...\n    - zimaos-quirks: ZimaOS-Eigenheiten — read-only Root-FS, DOCKER_CONFIG, HO...\n  dogfood:\n    - dogfood: Exploratory QA of web apps: find bugs, evidence, reports.\n  email: Skills for sending, receiving, searching, and managing email from the terminal.\n    - himalaya: Himalaya CLI: IMAP/SMTP email from terminal.\n  gaming: Skills for setting up, configuring, and managing game servers, modpacks, and gaming-related infrastructure.\n    - minecraft-modpack-server: Host modded Minecraft servers (CurseForge, Modrinth).\n    - pokemon-player: Play Pokemon via headless emulator + RAM reads.\n  github: GitHub workflow skills for managing repositories, pull requests, code reviews, issues, and CI/CD pipelines using the gh CLI and git via terminal.\n    - codebase-inspection: Inspect codebases w/ pygount: LOC, languages, ratios.\n    - github-auth: GitHub auth setup: HTTPS tokens, SSH keys, gh CLI login.\n    - github-code-review: Review PRs: diffs, inline comments via gh or REST.\n    - github-issues: Create, triage, label, assign GitHub issues via gh or REST.\n    - github-pr-workflow: GitHub PR lifecycle: branch, commit, open, CI, merge.\n    - github-repo-management: Clone/create/fork repos; manage remotes, releases.\n  mcp: Skills for working with MCP (Model Context Protocol) servers, tools, and integrations. Documents the built-in native MCP client — configure servers in config.yaml for automatic tool discovery.\n    - native-mcp: MCP client: connect servers, register tools (stdio/HTTP).\n  media: Skills for working with media content — YouTube transcripts, GIF search, music generation, and audio visualization.\n    - gif-search: Search/download GIFs from Tenor via curl + jq.\n    - heartmula: HeartMuLa: Suno-like song generation from lyrics + tags.\n    - media-file-management: Organize and normalize local media files (movies, TV show...\n    - music-resources: Find sheet music, chords, tabs, and notation online — sea...\n    - songsee: Audio spectrograms/features (mel, chroma, MFCC) via CLI.\n    - spotify: Spotify: play, search, queue, manage playlists and devices.\n    - youtube-content: YouTube transcripts to summaries, threads, blogs.\n    - youtube-headless-pipeline: Vollautomatische YouTube-Shorts-Pipeline: Reddit-Stories ...\n  mlops: Knowledge and Tools for Machine Learning Operations - tools and frameworks for training, fine-tuning, deploying, and optimizing ML/AI models\n    - huggingface-hub: HuggingFace hf CLI: search/download/upload models, datasets.\n  mlops/evaluation: Model evaluation benchmarks, experiment tracking, data curation, tokenizers, and interpretability tools.\n    - evaluating-llms-harness: lm-eval-harness: benchmark LLMs (MMLU, GSM8K, etc.).\n    - weights-and-biases: W&B: log ML experiments, sweeps, model registry, dashboards.\n  mlops/inference: Model serving, quantization (GGUF/GPTQ), structured output, inference optimization, and model surgery tools for deploying and running LLMs.\n    - llama-cpp: llama.cpp local GGUF inference + HF Hub model discovery.\n    - obliteratus: OBLITERATUS: abliterate LLM refusals (diff-in-means).\n    - outlines: Outlines: structured JSON/regex/Pydantic LLM generation.\n    - serving-llms-vllm: vLLM: high-throughput LLM serving, OpenAI API, quantization.\n  mlops/models: Specific model architectures and tools — image segmentation (Segment Anything / SAM) and audio generation (AudioCraft / MusicGen). Additional model skills (CLIP, Stable Diffusion, Whisper, LLaVA) are available as optional skills.\n    - audiocraft-audio-generation: AudioCraft: MusicGen text-to-music, AudioGen text-to-sound.\n    - segment-anything-model: SAM: zero-shot image segmentation via points, boxes, masks.\n  mlops/research: ML research frameworks for building and optimizing AI systems with declarative programming.\n    - dspy: DSPy: declarative LM programs, auto-optimize prompts, RAG.\n  mlops/training: Fine-tuning, RLHF/DPO/GRPO training, distributed training frameworks, and optimization tools for training LLMs and other models.\n    - axolotl: Axolotl: YAML LLM fine-tuning (LoRA, DPO, GRPO).\n    - fine-tuning-with-trl: TRL: SFT, DPO, PPO, GRPO, reward modeling for LLM RLHF.\n    - unsloth: Unsloth: 2-5x faster LoRA/QLoRA fine-tuning, less VRAM.\n  note-taking: Note taking skills, to save information, assist with research, and collab on multi-session planning and information sharing.\n    - obsidian: Read, search, create, and edit notes in the Obsidian vaul...\n  productivity: Skills for document creation, presentations, spreadsheets, and other productivity workflows.\n    - airtable: Airtable REST API via curl. Records CRUD, filters, upserts.\n    - docmaster-access: Direkter Zugriff auf DocMaster-Dokumente auf ZimaOS — API...\n    - google-workspace: Gmail, Calendar, Drive, Docs, Sheets via gws CLI or Python.\n    - linear: Linear: manage issues, projects, teams via GraphQL + curl.\n    - mnemo-access: Direkter Zugriff auf Mnemo (Cartographer's Zettelkasten) ...\n    - nano-pdf: Edit PDF text/typos/titles via nano-pdf CLI (NL prompts).\n    - notion: Notion API via curl: pages, databases, blocks, search.\n    - ocr-and-documents: Extract text from PDFs/scans (pymupdf, marker-pdf).\n    - pdf-generation: Generate PDF documents from markdown/text using fpdf2 wit...\n    - powerpoint: Create, read, edit .pptx decks, slides, notes, templates.\n    - zimaos-productivity: Productivity apps on ZimaOS — DailyDose activity tracking...\n  red-teaming:\n    - godmode: Jailbreak LLMs: Parseltongue, GODMODE, ULTRAPLINIAN.\n  research: Skills for academic research, paper discovery, literature review, domain reconnaissance, market data, content monitoring, and scientific knowledge retrieval.\n    - arxiv: Search arXiv papers by keyword, author, category, or ID.\n    - blogwatcher: Monitor blogs and RSS/Atom feeds via blogwatcher-cli tool.\n    - llm-wiki: Karpathy's LLM Wiki: build/query interlinked markdown KB.\n    - polymarket: Query Polymarket: markets, prices, orderbooks, history.\n    - research-literature: Academic and biomedical research skills — professor profi...\n  smart-home: Skills for controlling smart home devices — lights, switches, sensors, and home automation systems.\n    - home-assistant: Inspect, manage, and troubleshoot Home Assistant (Docker ...\n    - midea-ac-ha: Midea Porta Split Klimaanlage in Home Assistant 2026 einb...\n    - openhue: Control Philips Hue lights, scenes, rooms via OpenHue CLI.\n  social-media: Skills for interacting with social platforms and social-media workflows — posting, reading, monitoring, and account operations.\n    - reddit: Read Reddit posts, comments, and subreddits via JSON API ...\n    - xurl: X/Twitter via xurl CLI: post, search, DM, media, v2 API.\n  software-development:\n    - debugging-hermes-tui-commands: Debug Hermes TUI slash commands: Python, gateway, Ink UI.\n    - hermes-agent-skill-authoring: Author in-repo SKILL.md: frontmatter, validator, structure.\n    - node-inspect-debugger: Debug Node.js via --inspect + Chrome DevTools Protocol CLI.\n    - plan: Plan mode: write markdown plan to .hermes/plans/, no exec.\n    - python-debugpy: Debug Python: pdb REPL + debugpy remote (DAP).\n    - requesting-code-review: Pre-commit review: security scan, quality gates, auto-fix.\n    - spike: Throwaway experiments to validate an idea before build.\n    - subagent-driven-development: Execute plans via delegate_task subagents (2-stage review).\n    - systematic-debugging: 4-phase root cause debugging: understand bugs before fixing.\n    - test-driven-development: TDD: enforce RED-GREEN-REFACTOR, tests before code.\n    - writing-plans: Write implementation plans: bite-sized tasks, paths, code.\n  yuanbao:\n    - yuanbao: Yuanbao (元宝) groups: @mention users, query info/members.\n</available_skills>\n\nOnly proceed without loading a skill if genuinely none are relevant to the task.\n\nConversation started: Thursday, June 18, 2026 11:13 PM\nModel: deepseek-v4-pro\nProvider: custom\n\nYou are on a text messaging communication platform, Telegram. Standard markdown is automatically converted to Telegram format. Supported: **bold**, *italic*, ~~strikethrough~~, ||spoiler||, `inline code`, ```code blocks```, [links](url), and ## headers. Telegram has NO table syntax — prefer bullet lists or labeled key: value pairs over pipe tables (any tables you do emit are auto-rewritten into row-group bullets, which you can produce directly for cleaner output). You can send media files natively: to deliver a file to the user, include MEDIA:/absolute/path/to/file in your response. Images (.png, .jpg, .webp) appear as photos, audio (.ogg) sends as voice bubbles, and videos (.mp4) play inline. You can also include image URLs in markdown format ![alt](url) and they will be sent as native photos.",
  "tools": [
    {
      "type": "function",
      "function": {
        "name": "memory",
        "description": "Save durable information to persistent memory that survives across sessions. Memory is injected into future turns, so keep it compact and focused on facts that will still matter later.\n\nWHEN TO SAVE (do this proactively, don't wait to be asked):\n- User corrects you or says 'remember this' / 'don't do that again'\n- User shares a preference, habit, or personal detail (name, role, timezone, coding style)\n- You discover something about the environment (OS, installed tools, project structure)\n- You learn a convention, API quirk, or workflow specific to this user's setup\n- You identify a stable fact that will be useful again in future sessions\n\nPRIORITY: User preferences and corrections > environment facts > procedural knowledge. The most valuable memory prevents the user from having to repeat themselves.\n\nDo NOT save task progress, session outcomes, completed-work logs, or temporary TODO state to memory; use session_search to recall those from past transcripts.\nIf you've discovered a new way to do something, solved a problem that could be necessary later, save it as a skill with the skill tool.\n\nTWO TARGETS:\n- 'user': who the user is -- name, role, preferences, communication style, pet peeves\n- 'memory': your notes -- environment facts, project conventions, tool quirks, lessons learned\n\nACTIONS: add (new entry), replace (update existing -- old_text identifies it), remove (delete -- old_text identifies it).\n\nSKIP: trivial/obvious info, things easily re-discovered, raw data dumps, and temporary task state.",
        "parameters": {
          "type": "object",
          "properties": {
            "action": {
              "type": "string",
              "enum": [
                "add",
                "replace",
                "remove"
              ],
              "description": "The action to perform."
            },
            "target": {
              "type": "string",
              "enum": [
                "memory",
                "user"
              ],
              "description": "Which memory store: 'memory' for personal notes, 'user' for user profile."
            },
            "content": {
              "type": "string",
              "description": "The entry content. Required for 'add' and 'replace'."
            },
            "old_text": {
              "type": "string",
              "description": "Short unique substring identifying the entry to replace or remove."
            }
          },
          "required": [
            "action",
            "target"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "skill_manage",
        "description": "Manage skills (create, update, delete). Skills are your procedural memory — reusable approaches for recurring task types. New skills go to ~/.hermes/skills/; existing skills can be modified wherever they live.\n\nActions: create (full SKILL.md + optional category), patch (old_string/new_string — preferred for fixes), edit (full SKILL.md rewrite — major overhauls only), delete, write_file, remove_file.\n\nOn delete, pass `absorbed_into=<umbrella>` when you're merging this skill's content into another one, or `absorbed_into=\"\"` when you're pruning it with no forwarding target. This lets the curator tell consolidation from pruning without guessing, so downstream consumers (cron jobs that reference the old skill name, etc.) get updated correctly. The target you name in `absorbed_into` must already exist — create/patch the umbrella first, then delete.\n\nCreate when: complex task succeeded (5+ calls), errors overcome, user-corrected approach worked, non-trivial workflow discovered, or user asks you to remember a procedure.\nUpdate when: instructions stale/wrong, OS-specific failures, missing steps or pitfalls found during use. If you used a skill and hit issues not covered by it, patch it immediately.\n\nAfter difficult/iterative tasks, offer to save as a skill. Skip for simple one-offs. Confirm with user before creating/deleting.\n\nGood skills: trigger conditions, numbered steps with exact commands, pitfalls section, verification steps. Use skill_view() to see format examples.\n\nPinned skills are protected from deletion only — skill_manage(action='delete') will refuse with a message pointing the user to `hermes curator unpin <name>`. Patches and edits go through on pinned skills so you can still improve them as pitfalls come up; pin only guards against irrecoverable loss.",
        "parameters": {
          "type": "object",
          "properties": {
            "action": {
              "type": "string",
              "enum": [
                "create",
                "patch",
                "edit",
                "delete",
                "write_file",
                "remove_file"
              ],
              "description": "The action to perform."
            },
            "name": {
              "type": "string",
              "description": "Skill name (lowercase, hyphens/underscores, max 64 chars). Must match an existing skill for patch/edit/delete/write_file/remove_file."
            },
            "content": {
              "type": "string",
              "description": "Full SKILL.md content (YAML frontmatter + markdown body). Required for 'create' and 'edit'. For 'edit', read the skill first with skill_view() and provide the complete updated text."
            },
            "old_string": {
              "type": "string",
              "description": "Text to find in the file (required for 'patch'). Must be unique unless replace_all=true. Include enough surrounding context to ensure uniqueness."
            },
            "new_string": {
              "type": "string",
              "description": "Replacement text (required for 'patch'). Can be empty string to delete the matched text."
            },
            "replace_all": {
              "type": "boolean",
              "description": "For 'patch': replace all occurrences instead of requiring a unique match (default: false)."
            },
            "category": {
              "type": "string",
              "description": "Optional category/domain for organizing the skill (e.g., 'devops', 'data-science', 'mlops'). Creates a subdirectory grouping. Only used with 'create'."
            },
            "file_path": {
              "type": "string",
              "description": "Path to a supporting file within the skill directory. For 'write_file'/'remove_file': required, must be under references/, templates/, scripts/, or assets/. For 'patch': optional, defaults to SKILL.md if omitted."
            },
            "file_content": {
              "type": "string",
              "description": "Content for the file. Required for 'write_file'."
            },
            "absorbed_into": {
              "type": "string",
              "description": "For 'delete' only — declares intent so the curator can tell consolidation from pruning without guessing. Pass the umbrella skill name when this skill's content was merged into another (the target must already exist). Pass an empty string when the skill is truly stale and being pruned with no forwarding target. Omitting the arg on delete is supported for backward compatibility but downstream tooling (e.g. cron-job skill reference rewriting) will have to guess at intent."
            }
          },
          "required": [
            "action",
            "name"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "skill_view",
        "description": "Skills allow for loading information about specific tasks and workflows, as well as scripts and templates. Load a skill's full content or access its linked files (references, templates, scripts). First call returns SKILL.md content plus a 'linked_files' dict showing available references/templates/scripts. To access those, call again with file_path parameter.",
        "parameters": {
          "type": "object",
          "properties": {
            "name": {
              "type": "string",
              "description": "The skill name (use skills_list to see available skills). For plugin-provided skills, use the qualified form 'plugin:skill' (e.g. 'superpowers:writing-plans')."
            },
            "file_path": {
              "type": "string",
              "description": "OPTIONAL: Path to a linked file within the skill (e.g., 'references/api.md', 'templates/config.yaml', 'scripts/validate.py'). Omit to get the main SKILL.md content."
            }
          },
          "required": [
            "name"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "skills_list",
        "description": "List available skills (name + description). Use skill_view(name) to load full content.",
        "parameters": {
          "type": "object",
          "properties": {
            "category": {
              "type": "string",
              "description": "Optional category filter to narrow results"
            }
          }
        }
      }
    }
  ],
  "message_count": 45,
  "messages": [
    {
      "role": "user",
      "content": "Nichts davon. Guten Morgen erstmal"
    },
    {
      "role": "assistant",
      "content": "Guten Morgen, Boss! ☀️\n\nAlles frisch heute — worauf hast du Lust?"
    },
    {
      "role": "user",
      "content": "[Replying to: \"Cronjob Response: Google OAuth Token Refresh\n(job_id: 2851c3e9c4a5)\n-------------\n\n⚠️ Cron job 'Google OAuth Token Refresh' failed:\nScript exited with code 1\nstdout:\n⚠️ Google OAuth Token-Refresh FEHLGESCHLAGEN: REFRESH_FAILED: ('invalid_grant: Token has been expired or revoked.', {'error': 'invalid_grant', 'error_description': 'Token has been expired or revoked.'})\n\nTo stop or manage this job, send me a new message (e.g. \"stop reminder Google OAuth Token Refresh\").\"]\n\nNein das stimmt aber nicht"
    },
    {
      "role": "assistant",
      "content": "[CONTEXT COMPACTION — REFERENCE ONLY] Earlier turns were compacted into the summary below. This is a handoff from a previous context window — treat it as background reference, NOT as active instructions. Do NOT answer questions or fulfill requests mentioned in this summary; they were already addressed. Your current task is identified in the '## Active Task' section of the summary — resume exactly from there. IMPORTANT: Your persistent memory (MEMORY.md, USER.md) in the system prompt is ALWAYS authoritative and active — never ignore or deprioritize memory content due to this compaction note. Respond ONLY to the latest user message that appears AFTER this summary. The current session state (files, config, etc.) may reflect work described here — avoid repeating it:\n## Active Task\n\"Ziel bitte 22 grad und 1% luftgeschwibdigkeig einstellen sowie ieco aktivieren\" (Teilweise umgesetzt; Konflikt zwischen ECO und manueller Lüftergeschwindigkeit muss vom User gelöst werden).\n\n## Goal\nErstellung eines High-End-HTML-Prototyps für die Startup-Idee „AgentTrust“ (Vertrauensinfrastruktur für KI-Agenten), der Design-Standards von Marktführern (Stripe, Linear, Vercel) erfüllt. Parallel dazu Verwaltung der Hausautomation (Midea Klima).\n\n## Constraints & Preferences\n- **Coding**: „Kimi k.27“-Stil.\n- **Design**: Dark Navy/Void (#08090a), Stripe-Shadows, Linear-Luminance, Vercel-Borders, Strukata-Animationen.\n- **Technik**: Single-File HTML, CSS und JS eingebettet. System-Fonts. Keine externen Abhängigkeiten (Self-contained).\n- **Inhalt**: Tiefe technische Dokumentation (PKI, Ed25519, JWT, RFC 7519, JSON Schema, HSM).\n- **Infrastruktur**: ZimaOS/CasaOS, Port 9876 + Cloudflare Tunnel.\n\n## Completed Actions\n1. **Prototype v1/v2**: Grundgerüst und Design-Reduktion auf 6 Sektionen abgeschlossen. [tool: delegate_task]\n2. **Design-Fusion**: Prototyp v3 erstellt — DNA von Linear (Dark-Mode), Stripe (Shadows) und Vercel (Pills) integriert. [tool: delegate_task]\n3. **Technical Overhaul**: Prototyp v4 erstellt — Texte auf AWS/Stripe-Security-Niveau gehoben. Live-API-Panel mit Request/Response JSON integriert. [tool: delegate_task]\n4. **HA-Authentifizierung**: Home Assistant Refresh Token gegen kurzlebigen Access Token getauscht. [tool: terminal]\n5. **Klima-Konfiguration**: Temperatur auf 22°C gesetzt und ECO-Modus aktiviert (`climate.152832117784908_climate`). [tool: terminal]\n6. **Analyse Midea-Verhalten**: Festgestellt, dass ECO-Modus manuelle Fan-Settings (Silent/1%) mit „Auto“ überschreibt. [tool: terminal]\n\n## Active State\n- **Prototyp-Datei**: `/tmp/agenttrust-prototype.html` (60 KB, 1.834 Zeilen).\n- **Live-URL**: `https://strength-dressing-connector-gathering.trycloudflare.com/agenttrust-prototype.html`\n- **Klima-Status**: State: `cool`, Target: `22.0°C`, Preset: `eco`, Fan: `Auto` (speed=102).\n- **Server**: Python-Server auf PID 3280538 (Port 9876).\n- **EhliSünnet**: Läuft stabil auf Port 8099.\n\n## In Progress\n- Klärung der Priorisierung bei der Klimaanlage (ECO vs. 1% Lüftergeschwindigkeit).\n\n## Blocked\n- Bild für **Video-Szene 4** (Kiwi vor Spiegel) fehlt (User-Input erforderlich).\n\n## Key Decisions\n- **Design-System**: Nutzung von `mix-blend-mode: difference` für den Header und `scroll-snap-type` für App-Feeling.\n- **Kryptografie**: Fokus auf Ed25519 Signaturen und signierte JWTs (X-AgentTrust-Passport) als primären Security-Mechanismus im Narrativ.\n- **API-Sim**: Live-Update des JSON-Panels im Simulator via JS-Eventlistener (Input-Sync).\n\n## Resolved Questions\n- **Wie funktioniert AgentTrust?** -> Agenten nutzen signierte JWTs als „Ausweis“ (Passport), Gegenparteien verifizieren diese via AgentTrust-API oder Public Key (Ed25519).\n- **Technische Integration?** -> Via HTTP-Header (`X-AgentTrust-Passport`) oder Verification-Link.\n\n## Pending User Asks\n- Assets/Prompts für Video-Szenen 4, 6-15.\n- **Entscheidung**: ECO-Modus beibehalten (Lüfter auf Auto) oder ECO aus und Lüfter fix auf 1% (Silent)?\n\n## Relevant Files\n- `/tmp/agenttrust-prototype.html` (Aktueller High-End Prototyp v4)\n- `/tmp/strukata.html` (Referenz-Dump)\n\n## Remaining Work\n- Finalisierung der Video-Szenen (Kiwi-KI).\n- Eventuelles Refinement der mobilen Ansicht des Prototyps (Padding/Snap-Points).\n\n## Critical Context\n- Home Assistant API Token: [REDACTED] (gültig bis ca. 19:34 Uhr).\n- Cloudflare Tunnel Root: `https://strength-dressing-connector-gathering.trycloudflare.com/`\n- Midea AC Entity: `climate.152832117784908_climate`.\n- Die Midea-Hardware erlaubt kein gleichzeitiges ECO + manuellen Fan-Speed."
    },
    {
      "role": "user",
      "content": "Zu AgentTrust\n\nRecherchiere zu dem Thema bitte alles was du im Internet finden kannst und erstelle dann ein WhitePaper, das fundiert ist mit Quellen. Main Teil bitte Max 1 Seite"
    },
    {
      "role": "assistant",
      "content": "Gute Idee, Boss. Ich recherchiere parallel mehrere Aspekte und synthetisiere dann ein fundiertes WhitePaper.",
      "tool_calls": [
        {
          "id": "call_p9uddyor",
          "call_id": "call_p9uddyor",
          "response_item_id": "fc_p9uddyor",
          "type": "function",
          "function": {
            "name": "delegate_task",
            "arguments": "{\"context\":\"Research the current state of AI agent identity, trust, and authorization frameworks. Search the web for:\\n\\n1. **Agent-to-Agent (A2A) protocols** — Google's A2A protocol, Anthropic's MCP, any other agent communication standards\\n2. **Agent identity standards** — Are there any PKI-based identity systems for AI agents? X.509 for agents? DID/VC approaches?\\n3. **Agent authorization / mandates** — How do existing systems handle \\\"what is this agent allowed to do\\\"? OAuth for agents? Policy frameworks?\\n4. **Liability frameworks** — Legal discussions about who is liable when an autonomous AI agent acts\\n5. **Industry initiatives** — Any startups, consortia, or standards bodies working on agent trust infrastructure\\n6. **EU AI Act** — Does it address agent identity/authorization?\\n\\nSearch queries to try:\\n- \\\"AI agent identity trust framework\\\"\\n- \\\"agent to agent protocol A2A Google\\\"\\n- \\\"AI agent PKI identity verification\\\"\\n- \\\"autonomous agent liability legal framework\\\"\\n- \\\"AI agent authorization mandate\\\"\\n- \\\"verifiable credentials AI agents\\\"\\n- \\\"decentralized identity AI agents DID\\\"\\n- \\\"agent trust infrastructure startup\\\"\\n- \\\"cryptographic identity autonomous agents\\\"\\n- \\\"AI agent compliance EU AI Act identity\\\"\\n\\nReturn a structured summary with:\\n- Key protocols/standards found (name, organization, status, URL if available)\\n- Key startups/companies in this space\\n- Legal/regulatory references\\n- Any academic papers or whitepapers\\n- Gaps in the current landscape (what's missing)\\n- All source URLs\",\"goal\":\"Research the current landscape of AI agent identity, trust, authorization, and liability frameworks. Find existing protocols, standards, startups, legal frameworks, and academic work. Return a structured summary with sources.\",\"toolsets\":[\"web\",\"terminal\"]}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "Der Boss will ein fundiertes WhitePaper zu AgentTrust — also zum Thema \"Trust Infrastructure for AI Agents\". Ich soll alles recherchieren, was ich im Internet finden kann, und dann ein WhitePaper erstellen, max 1 Seite Hauptteil, mit Quellen.\n\nDas ist eine Research-Aufgabe. Ich muss:\n1. Web-Recherche zu AI Agent Trust, Identity, Authorization, PKI für Agents, Agent-to-Agent protocols, etc.\n2. Quellen sammeln\n3. WhitePaper schreiben (max 1 Seite Hauptteil)\n\nIch delegiere die Recherche an Sub-Agents parallel, dann schreib ich das WhitePaper selbst.\n\nThemen für die Recherche:\n- AI Agent Identity & Trust Frameworks\n- Agent-to-Agent (A2A) protocols\n- PKI for AI agents\n- Agent authorization / mandates\n- Existing standards: Google A2A, Anthropic MCP, Agent Protocol, etc.\n- Liability frameworks for autonomous agents\n- Cryptographic identity for AI agents\n- EU AI Act implications for agent identity\n- Verifiable credentials for AI agents\n- Decentralized identity (DID) for agents\n\nIch mach parallel mehrere Web-Searches und lass Sub-Agents die Ergebnisse synthetisieren.",
      "reasoning_content": "Der Boss will ein fundiertes WhitePaper zu AgentTrust — also zum Thema \"Trust Infrastructure for AI Agents\". Ich soll alles recherchieren, was ich im Internet finden kann, und dann ein WhitePaper erstellen, max 1 Seite Hauptteil, mit Quellen.\n\nDas ist eine Research-Aufgabe. Ich muss:\n1. Web-Recherche zu AI Agent Trust, Identity, Authorization, PKI für Agents, Agent-to-Agent protocols, etc.\n2. Quellen sammeln\n3. WhitePaper schreiben (max 1 Seite Hauptteil)\n\nIch delegiere die Recherche an Sub-Agents parallel, dann schreib ich das WhitePaper selbst.\n\nThemen für die Recherche:\n- AI Agent Identity & Trust Frameworks\n- Agent-to-Agent (A2A) protocols\n- PKI for AI agents\n- Agent authorization / mandates\n- Existing standards: Google A2A, Anthropic MCP, Agent Protocol, etc.\n- Liability frameworks for autonomous agents\n- Cryptographic identity for AI agents\n- EU AI Act implications for agent identity\n- Verifiable credentials for AI agents\n- Decentralized identity (DID) for agents\n\nIch mach parallel mehrere Web-Searches und lass Sub-Agents die Ergebnisse synthetisieren."
    },
    {
      "role": "tool",
      "content": "{\"results\": [{\"task_index\": 0, \"status\": \"timeout\", \"summary\": null, \"error\": \"Subagent timed out after 600.0s with 27 API call(s) completed — likely stuck on a slow API call or unresponsive network request.\", \"exit_reason\": \"timeout\", \"api_calls\": 27, \"duration_seconds\": 600.0, \"diagnostic_path\": null}], \"total_duration_seconds\": 600.09}",
      "tool_call_id": "call_p9uddyor"
    },
    {
      "role": "assistant",
      "content": "Timeout bei der Tiefenrecherche — 27 Calls gemacht aber festgehangen. Ich mach die Recherche jetzt selbst, parallel:",
      "tool_calls": [
        {
          "id": "call_lmgesdjb",
          "call_id": "call_lmgesdjb",
          "response_item_id": "fc_lmgesdjb",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"curl -sL \\\"https://github.com/google/A2A\\\" 2\\u003e/dev/null | grep -oP '\\u003ctitle\\u003e[^\\u003c]+\\u003c/title\\u003e|\\u003cmeta[^\\u003e]+description[^\\u003e]+\\u003e' | head -5\\necho \\\"=== A2A ===\\\"\\ncurl -sL \\\"https://google.github.io/A2A/\\\" 2\\u003e/dev/null | sed 's/\\u003c[^\\u003e]*\\u003e//g' | grep -iE '(protocol|identity|trust|agent|verify|auth)' | head -20\",\"timeout\":15}"
          }
        },
        {
          "id": "call_s5lalvdj",
          "call_id": "call_s5lalvdj",
          "response_item_id": "fc_s5lalvdj",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"curl -sL \\\"https://modelcontextprotocol.io/introduction\\\" 2\\u003e/dev/null | sed 's/\\u003c[^\\u003e]*\\u003e//g' | grep -iE '(identity|auth|trust|verify|agent|security)' | head -20\\necho \\\"=== MCP ===\\\"\\ncurl -sL \\\"https://spec.modelcontextprotocol.io/\\\" 2\\u003e/dev/null | sed 's/\\u003c[^\\u003e]*\\u003e//g' | grep -iE '(auth|identity|trust|security)' | head -15\",\"timeout\":15}"
          }
        },
        {
          "id": "call_3gq029nb",
          "call_id": "call_3gq029nb",
          "response_item_id": "fc_3gq029nb",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"curl -sL \\\"https://en.wikipedia.org/wiki/AI_agent\\\" 2\\u003e/dev/null | sed 's/\\u003c[^\\u003e]*\\u003e//g' | grep -iE '(identity|trust|liability|authorization|autonomous|legal)' | head -20\\necho \\\"=== EU AI Act ===\\\"\\ncurl -sL \\\"https://en.wikipedia.org/wiki/Artificial_Intelligence_Act\\\" 2\\u003e/dev/null | sed 's/\\u003c[^\\u003e]*\\u003e//g' | grep -iE '(agent|identity|liability|transparency|high.risk)' | head -20\",\"timeout\":15}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "Der Subagent ist nach 600 Sekunden mit einem Timeout abgestürzt, hat aber 27 API-Calls gemacht. Ich muss die Recherche selbst durchführen, aber effizienter — mehrere parallele Searches, dann synthetisieren.\n\nIch mache jetzt mehrere parallele web searches zu den wichtigsten Themen und synthetisiere dann das WhitePaper.",
      "reasoning_content": "Der Subagent ist nach 600 Sekunden mit einem Timeout abgestürzt, hat aber 27 API-Calls gemacht. Ich muss die Recherche selbst durchführen, aber effizienter — mehrere parallele Searches, dann synthetisieren.\n\nIch mache jetzt mehrere parallele web searches zu den wichtigsten Themen und synthetisiere dann das WhitePaper."
    },
    {
      "role": "tool",
      "content": "{\"output\": \"<title>GitHub - a2aproject/A2A: Agent2Agent (A2A) is an open protocol enabling communication and interoperability between opaque agentic applications. · GitHub</title>\\n<meta name=\\\"description\\\" content=\\\"Agent2Agent (A2A) is an open protocol enabling communication and interoperability between opaque agentic applications. - a2aproject/A2A\\\">\\n<meta name=\\\"twitter:description\\\" content=\\\"Agent2Agent (A2A) is an open protocol enabling communication and interoperability between opaque agentic applications. - a2aproject/A2A\\\" />\\n<meta property=\\\"og:description\\\" content=\\\"Agent2Agent (A2A) is an open protocol enabling communication and interoperability between opaque agentic applications. - a2aproject/A2A\\\" />\\n=== A2A ===\\n          'google-auth-library-java':   'googleapis',\\n          'google-auth-library-nodejs': 'googleapis',\\n          'google-oauth-java-client':   'googleapis',\\n          'oauth2client':               'googleapis',\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_lmgesdjb"
    },
    {
      "role": "tool",
      "content": "{\"output\": \")Model Context Protocol home pageSearch...⌘KAsk AssistantBlogGitHubSearch...NavigationGet startedWhat is the Model Context Protocol (MCP)?DocumentationExtensionsSpecificationRegistrySEPsCommunityGet startedWhat is MCP?About MCPArchitectureServersClientsVersioningDevelop with MCPConnect to local MCP serversConnect to remote MCP ServersBuild with Agent SkillsBuild an MCP serverClientsSDKsSecurityDeveloper toolsMCP InspectorDebuggingExamplesExample Servers(function () {\\nAgents can access your Google Calendar and Notion, acting as a more personalized AI assistant.\\nDevelopers: MCP reduces development time and complexity when building, or integrating with, an AI application or agent.\\nAI applications or agents: MCP provides access to an ecosystem of data sources, tools and apps which will enhance capabilities and improve the end-user experience.\\nEnd-users: MCP results in more capable AI applications or agents which can access your data and take actions on your behalf when necessary.\\nUnderstand conceptsLearn the core concepts and architecture of MCPWas this page helpful?YesNoArchitecture⌘IgithubAssistantResponses are generated using AI and may contain 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      "content": "{\"output\": \"<li id=\\\"toc-Autonomous_capabilities\\\"\\n\\t\\t\\t\\tAutonomous capabilities\\nAutonomous artificial intelligence agent\\nAutonomous capabilities[edit]\\nAutonomous agents are often integrated with other agents or specialized tools to execute complex tasks. These configurations, known as orchestration patterns or workflows, include the following:&#91;27&#93;&#91;28&#93;\\nConcerns include potential issues of liability,&#91;59&#93;&#91;65&#93; an increased risk of cybercrime,&#91;7&#93;&#91;59&#93; ethical challenges,&#91;59&#93; as well as problems related to AI safety&#91;59&#93; and AI alignment.&#91;7&#93;&#91;61&#93; Other issues involve data privacy,&#91;7&#93;&#91;67&#93; weakened human oversight,&#91;7&#93;&#91;59&#93;&#91;64&#93; a lack of guaranteed repeatability,&#91;65&#93; reward hacking,&#91;68&#93; algorithmic bias,&#91;67&#93;&#91;69&#93; compounding software errors,&#91;7&#93;&#91;9&#93; lack of explainability of agents' decisions,&#91;7&#93;&#91;70&#93; security vulnerabilities,&#91;7&#93;&#91;71&#93; stifling competition,&#91;50&#93; problems with underemployment,&#91;69&#93; job displacement,&#91;8&#93;&#91;69&#93; cognitive offloading,&#91;72&#93; and the potential for user manipulation,&#91;70&#93;&#91;73&#93; misinformation&#91;64&#93; or malinformation.&#91;64&#93; They may also complicate legal and risk-assessment frameworks, foster hallucinations, hinder countermeasures against rogue agents, and suffer from the lack of standardized evaluation methods.&#91;61&#93;&#91;7&#93;&#91;74&#93;\\nFinancial‑stability bodies have warned that more complex and autonomous \\\"agentic\\\" AI could become a channel for systemic risk in finance.&#91;92&#93; They distinguish these systems from other AI because they can pursue goals over many steps, call tools, and carry out tasks with relatively little human intervention. In workshops with regulators, central‑bank officials, and industry specialists, participants highlighted risks both from agentic systems built inside financial institutions and from tools offered by technology firms that can initiate or execute financial actions. In one 2025 forum, 44% of experts surveyed judged autonomous or agentic AI systems to be the most likely current source of AI‑related systemic risk in finance.&#91;92&#93;\\n\\\"Agentic misalignment\\\" refers to situations in which an AI agent's actions or goals diverge from the intentions of its designers. This occurs when an autonomous system pursues unintended strategies to achieve its objectives, a concern studied in AI safety research. Potential examples include AI agents attempting to sabotage an organization's systems when facing updates or deactivation.&#91;113&#93;\\n^ a b Goodin, Dan (November 14, 2025). \\\"Researchers question Anthropic claim that AI-assisted attack was 90% autonomous\\\". Ars Technica. Archived from the original on November 26, 2025. Retrieved November 28, 2025.\\n\\tLegal &amp; safety contacts\\n=== EU AI Act ===\\nHigh-risk applications must comply with security, transparency and quality obligations, and undergo conformity assessments.\\nLimited-risk applications only have transparency obligations.\\nFor general-purpose AI, transparency requirements are imposed, with reduced requirements for open source models, and additional evaluations for high-capability models.&#91;9&#93;&#91;10&#93;\\nHigh-risk – AI applications that are expected to pose significant threats to health, safety, or the fundamental rights of persons. Notably, AI systems used in health, education, recruitment, critical infrastructure management, law enforcement or justice. They are subject to quality, transparency, human oversight and safety obligations, and in some cases require a Fundamental Rights Impact Assessment before deployment.&#91;18&#93;&#91;19&#93; A Fundamental Rights Impact Assessment (FRIA) is an ex ante review to identify and mitigate potential impacts on fundamental rights before an AI system is deployed.&#91;18&#93;&#91;20&#93; Earlier work on algorithmic impact assessments has suggested that such tools should identify which individuals and communities are affected by an automated system, describe possible harms, and provide a basis for public and institutional scrutiny of its use.&#91;21&#93; They must be evaluated both before they are placed on the market and throughout their life cycle. The list of high-risk applications can be expanded over time, without the need to modify the AI Act itself.&#91;7&#93; Citizens also have a right to submit complaints about AI systems and to receive explanations of decisions made by high-risk AI that affect their rights.&#91;22&#93;\\nLimited risk – AI systems in this category have transparency obligations, ensuring users are informed that they are interacting with an AI system and allowing them to make informed choices. This category includes, for example, AI applications that make it possible to generate or manipulate images, sound, or videos (like deepfakes).&#91;10&#93;\\nAdded in 2023, the general-purpose AI category includes foundation models (for example, ChatGPT) that can perform a wide range of tasks. If a model's weights and design are made open source, developers must publish a training data summary and a copyright policy; closed-source models must meet broader transparency requirements. High-impact models that pose systemic risks (require more than 1025 floating-point operations to train)&#91;28&#93; must undergo extra evaluation.&#91;6&#93;&#91;10&#93; A General-Purpose AI Code of Practice, published on 10 July 2025, outlines three main chapters on transparency, copyright, and safety and security to help providers demonstrate compliance with the AI Act. Participation in the code is voluntary.&#91;29&#93;\\nBeyond these basic transparency duties, the Act sets a common list of obligations for providers of general-purpose AI models. They must publish a summary of the training data, adopt a policy to comply with copyright law, and provide technical documentation to downstream providers and supervisory authorities. Models that are designated as posing systemic risk must also carry out model evaluations and adversarial testing, assess and mitigate risks such as bias and security failures, report serious incidents, and ensure an adequate level of cybersecurity.&#91;30&#93;\\nTogether, these actors form a multi-level supervision system. National market surveillance and supervisory authorities carry out checks and enforce the rules on high-risk AI systems and other regulated uses, while EU-level bodies such as the AI Office and the European Artificial Intelligence Board support implementation of the Act and help ensure consistent application, in particular for general-purpose AI models.&#91;25&#93;\\nCriticism has arisen regarding the fact that many high-risk AI systems do not require third-party conformity assessments.&#91;43&#93;&#91;44&#93;&#91;45&#93; Some commentators argue that independent third-party assessments are necessary for high-risk AI systems to ensure safety before deployment. Legal scholars have suggested that AI systems capable of generating deepfakes for political misinformation or creating non-consensual intimate imagery should be classified as high-risk and subjected to stricter regulation.&#91;46&#93; However, the Act does not explicitly mandate specific deepfake detection mechanisms, nor does it comprehensively address the broader human rights implications stemming from the proliferation of such synthetic media.&#91;47&#93;\\nThe law was passed in the European Parliament on 13 March 2024, when MEPs adopted the final text in plenary session by a vote of 523 for, 46 against, and 49 abstaining.&#91;22&#93; It was approved by the EU Council on 21 May 2024.&#91;14&#93; It entered into force on 1 August 2024,&#91;3&#93; 20 days after being published in the Official Journal on 12 July 2024.&#91;13&#93;&#91;52&#93; After coming into force, there will be a delay before it becomes applicable, which depends on the type of application. This delay is 6 months for bans on \\\"unacceptable risk\\\" AI systems, 9 months for codes of practice, 12 months for general-purpose AI systems, 36 months for some obligations related to \\\"high-risk\\\" AI systems, and 24 months for everything else.&#91;52&#93;&#91;22&#93;\\nAmnesty International stated that, while EU policymakers present the AI Act as a global model for AI regulation, the legislation fails to take basic human rights principles into account and offers only limited protections to impacted and marginalised people. It argued that the Act does not ban the reckless use and export of what it calls \\\"draconian AI technologies\\\", fails to ensure equal protection for migrants, refugees and asylum seekers, and lacks adequate accountability and transparency provisions, which in its view risks exacerbating human rights abuses.&#91;55&#93; \\nSome tech watchdogs have argued that there were major loopholes in the law that would allow large tech monopolies to entrench their advantage in AI, or to lobby to weaken rules.&#91;56&#93;&#91;57&#93; Some startups welcomed the clarification the Act provides, while others argued the additional regulation would make European startups uncompetitive compared to American and Chinese startups.&#91;57&#93; Legal analysis has also suggested that, while the Act may serve as an early reference point for AI governance frameworks, its detailed requirements could add significant compliance complexity for providers operating across multiple jurisdictions.&#91;53&#93; La Quadrature du Net (LQDN) described the AI Act as \\\"tailor-made for the tech industry, European police forces as well as other large bureaucracies eager to automate social control.\\\" LQDN described the role of self-regulation and exemptions in the Act to render it \\\"largely incapable of standing in the way of the social, political and environmental damage linked to the proliferation of AI.\\\"&#91;16&#93; In light of environmental concerns, some scholars have also argued that the Act's high-risk categorization framework fails to account for the environmental impacts of AI systems, including the energy consumption and resource demands associated with large-scale model training and deployment.&#91;58&#93; They contend that by focusing primarily on fundamental rights and product safety risks, the regulation overlooks sustainability concerns and the climate implications of expanding AI infrastructures.&#91;58&#93; Commentary on national security has also noted that the Act's sectoral exclusion for security and defense sits alongside separate security frameworks, raising questions about how these exemptions will interact with future security and defense policy.&#91;31&#93; Academic commentary has described the Act as a \\\"medley\\\" of product-safety and fundamental-rights frameworks and has also cautioned that its product-safety approach relies heavily on provider self-assessment, raising concerns about effective enforcement.&#91;24&#93;&#91;45&#93; An initial appraisal of the Commission's impact assessment by the European Parliamentary Research Service likewise noted that much of the analysis is qualitative and that some estimates, including for compliance costs under the different options, depend on modelling assumptions and available evidence.&#91;27&#93; Some scholars also note that linking \\\"trustworthy AI\\\" to compliance with these risk thresholds can make the underlying policy choices about what levels of risk are acceptable less visible.&#91;26&#93; Separate proposals for algorithmic impact assessments, such as a framework developed by the AI Now Institute for public agencies, argue that impact assessments should map affected communities, examine fairness, bias and due process, and allow ongoing public and researcher scrutiny of automated decision systems.&#91;21&#93;\\nOrganisations representing authors, performers, publishers and producers have also criticised the implementation of the Act, particularly its rules for general-purpose AI. A joint statement from 38 global creators' organisations, reported by Le Monde, argued that the Code of Practice, the guidelines for general-purpose AI and the template for training-data summaries under Article 53 do not adequately protect intellectual property rights or ensure sufficient transparency about the data used to train generative AI models, describing the outcome as a missed opportunity to deliver on the Act's stated goals. This criticism has been discussed as part of wider debates about how the AI Act and its general-purpose AI provisions may affect the position of cultural and creative industries in the EU.&#91;60&#93;\\nBuilding on these critiques, scholars have raised concerns in particular about the Act's approach to regulating the secondary uses of trained AI models, which may have significant societal impacts.&#91;61&#93;&#91;62&#93; They argue that the Act's narrow focus on deployment contexts and reliance on providers to self-declare intended purposes creates opportunities for misinterpretation and insufficient oversight.&#91;62&#93; Additionally, the Act often exempts open-source models and neglects critical lifecycle phases, such as the reuse of trained models.&#91;61&#93; Trained models store decision-mappings as parameters that approximate patterns from the training data. This \\\"model data\\\" is distinct from the original training data and is typically classified as non-personal, as it often cannot be traced back to individual data subjects. Consequently, it falls outside the scope of other regulations like the GDPR.&#91;61&#93; Some scholars also criticize the AI Act for not sufficiently regulating the reuse of model data, warning of potentially harmful consequences for individual privacy, social equity, and democratic processes.&#91;61&#93; Other commentators have also questioned the democratic legitimacy, transparency, and practical enforceability of the new rules for general-purpose AI, noting that their impact will depend on how oversight bodies apply them over time.&#91;30&#93;\\nIntelligent agent\\nAI agent\\nAgent2Agent protocol\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_3gq029nb"
    },
    {
      "role": "assistant",
      "content": "Gute Fundstücke, aber noch zu oberflächlich. Ich brauch gezieltere Recherche zu Identity/Auth/Startups:",
      "tool_calls": [
        {
          "id": "call_332s12pk",
          "call_id": "call_332s12pk",
          "response_item_id": "fc_332s12pk",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"curl -sL \\\"https://a2a-protocol.org/\\\" 2\\u003e/dev/null | sed 's/\\u003c[^\\u003e]*\\u003e//g' | grep -iE '(identity|auth|trust|verify|security|sign|credential|certificate)' | head -20\\necho \\\"=== A2A SPEC ===\\\"\\ncurl -sL \\\"https://a2a-protocol.org/latest/specification/\\\" 2\\u003e/dev/null | sed 's/\\u003c[^\\u003e]*\\u003e//g' | grep -iE '(identity|auth|trust|verify|security|sign|credential)' | head -20\",\"timeout\":15}"
          }
        },
        {
          "id": "call_kevkn7nz",
          "call_id": "call_kevkn7nz",
          "response_item_id": "fc_kevkn7nz",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"curl -sL \\\"https://github.com/a2aproject/A2A/blob/main/README.md\\\" 2\\u003e/dev/null | sed 's/\\u003c[^\\u003e]*\\u003e//g' | grep -iE '(identity|auth|trust|verify|security|sign|credential|certificate|PKI|JWT)' | head -20\\necho \\\"=== A2A SPEC DOC ===\\\"\\ncurl -sL \\\"https://raw.githubusercontent.com/a2aproject/A2A/main/SPECIFICATION.md\\\" 2\\u003e/dev/null | grep -iE '(identity|auth|trust|verify|security|sign|credential|certificate|PKI|JWT)' | head -20\",\"timeout\":15}"
          }
        },
        {
          "id": "call_zs6ll8m5",
          "call_id": "call_zs6ll8m5",
          "response_item_id": "fc_zs6ll8m5",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"curl -sL \\\"https://modelcontextprotocol.io/docs/learn/architecture\\\" 2\\u003e/dev/null | sed 's/\\u003c[^\\u003e]*\\u003e//g' | grep -iE '(auth|identity|trust|security|OAuth|token|verify)' | head -20\\necho \\\"=== MCP SECURITY ===\\\"\\ncurl -sL \\\"https://modelcontextprotocol.io/docs/develop/security\\\" 2\\u003e/dev/null | sed 's/\\u003c[^\\u003e]*\\u003e//g' | grep -iE '(auth|identity|trust|OAuth|token|verify|PKI|certificate)' | head -20\",\"timeout\":15}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "The web scraping results are messy — lots of JavaScript chunks and HTML noise. Let me extract the key findings and do more targeted searches for the specific topics I need for the whitepaper.\n\nKey findings so far:\n1. **A2A (Agent2Agent)**: Google's open protocol for agent communication and interoperability. GitHub: a2aproject/A2A. Focuses on communication between opaque agentic applications.\n2. **MCP (Model Context Protocol)**: Anthropic's open standard for connecting AI applications to external systems (data sources, tools, workflows). Like \"USB-C for AI.\" No identity/auth layer mentioned in the intro.\n3. **EU AI Act**: High-risk AI systems require transparency, human oversight, safety obligations. General-purpose AI has transparency requirements. No specific agent identity provisions found.\n4. **Wikipedia AI agent**: Mentions liability concerns, cybercrime risks, lack of standardized evaluation, \"agentic misalignment.\"\n\nI need more specific data. Let me do targeted searches for:\n- Agent identity/PKI standards\n- Agent authorization frameworks\n- Startups in this space\n- Academic papers on agenttrust",
      "reasoning_content": "The web scraping results are messy — lots of JavaScript chunks and HTML noise. Let me extract the key findings and do more targeted searches for the specific topics I need for the whitepaper.\n\nKey findings so far:\n1. **A2A (Agent2Agent)**: Google's open protocol for agent communication and interoperability. GitHub: a2aproject/A2A. Focuses on communication between opaque agentic applications.\n2. **MCP (Model Context Protocol)**: Anthropic's open standard for connecting AI applications to external systems (data sources, tools, workflows). Like \"USB-C for AI.\" No identity/auth layer mentioned in the intro.\n3. **EU AI Act**: High-risk AI systems require transparency, human oversight, safety obligations. General-purpose AI has transparency requirements. No specific agent identity provisions found.\n4. **Wikipedia AI agent**: Mentions liability concerns, cybercrime risks, lack of standardized evaluation, \"agentic misalignment.\"\n\nI need more specific data. Let me do targeted searches for:\n- Agent identity/PKI standards\n- Agent authorization frameworks\n- Startups in this space\n- Academic papers on agenttrust"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"=== A2A SPEC ===\\n    Sign up to the A2A and generative UI hackathon in London on Saturday 13th June!\\n      Sign up\\n        4.3.2. AuthenticationInfo\\n        4.4.7. AgentCardSignature\\n        4.5. Security Objects\\n        4.5.1. SecurityScheme\\n        4.5.2. APIKeySecurityScheme\\n        4.5.3. HTTPAuthSecurityScheme\\n        4.5.4. OAuth2SecurityScheme\\n        4.5.5. OpenIdConnectSecurityScheme\\n        4.5.6. MutualTlsSecurityScheme\\n        4.5.7. OAuthFlows\\n        4.5.8. AuthorizationCodeOAuthFlow\\n        4.5.9. ClientCredentialsOAuthFlow\\n        4.5.10. DeviceCodeOAuthFlow\\n        6.9. Fetching Authenticated Extended Agent Card\\n        Step 2: Client obtains credentials (out-of-band OAuth 2.0 flow)\\n        Step 3: Client fetches authenticated extended Agent Card\\n        7. Authentication and Authorization\\n        7.1. Protocol Security\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_332s12pk"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"{\\\"locale\\\":\\\"en\\\",\\\"featureFlags\\\":[\\\"actions_custom_images_storage_billing_ui_visibility\\\",\\\"actions_image_version_event\\\",\\\"actions_workflow_language_service_allow_concurrency_queue\\\",\\\"agent_author_search_expansion\\\",\\\"agent_author_search_expansion_ui_pulls\\\",\\\"agent_conflict_resolution\\\",\\\"agent_plane_disable_bypass_permissions_mode_tile\\\",\\\"alternate_user_config_repo\\\",\\\"artifact_ui_v2\\\",\\\"billing_discount_threshold_notification\\\",\\\"billing_user_level_budgets\\\",\\\"billing_user_level_budgets_manage\\\",\\\"code_scanning_dfa_degraded_experience_notice\\\",\\\"code_view_raf_sticky_lines\\\",\\\"codespaces_prebuild_region_target_update\\\",\\\"coding_agent_model_selection\\\",\\\"coding_agent_model_selection_all_skus\\\",\\\"coding_agent_session_ai_credits\\\",\\\"comment_viewer_copy_raw_markdown\\\",\\\"contentful_primer_code_blocks\\\",\\\"copilot_agent_snippy\\\",\\\"copilot_api_agentic_issue_marshal_yaml\\\",\\\"copilot_ask_mode_dropdown\\\",\\\"copilot_automation_suggest_tools_enabled\\\",\\\"copilot_automations_suggested_automations\\\",\\\"copilot_chat_attach_multiple_images\\\",\\\"copilot_chat_auto_mode_picker_paid\\\",\\\"copilot_chat_category_rate_limit_messages\\\",\\\"copilot_chat_clear_model_selection_for_default_change\\\",\\\"copilot_chat_contextual_suggestions_updated\\\",\\\"copilot_chat_docked_panel\\\",\\\"copilot_chat_enable_tool_call_logs\\\",\\\"copilot_chat_input_commands\\\",\\\"copilot_chat_interspersed_tool_calls\\\",\\\"copilot_chat_max_upsell\\\",\\\"copilot_chat_models_browser_cache\\\",\\\"copilot_chat_opening_thread_switch\\\",\\\"copilot_chat_prettify_pasted_code\\\",\\\"copilot_chat_reduce_quota_checks\\\",\\\"copilot_chat_vision_in_claude\\\",\\\"copilot_chat_vision_preview_gate\\\",\\\"copilot_cli_install_cta_max_plan\\\",\\\"copilot_cloud_agent_always_categorize_models_in_model_picker\\\",\\\"copilot_coding_agent_tbb_quota_banner\\\",\\\"copilot_custom_copilots\\\",\\\"copilot_custom_copilots_feature_preview\\\",\\\"copilot_diff_explain_conversation_intent\\\",\\\"copilot_diff_reference_context\\\",\\\"copilot_duplicate_thread\\\",\\\"copilot_extensions_removal_on_marketplace\\\",\\\"copilot_file_block_ref_matching\\\",\\\"copilot_fix_failed_workflows\\\",\\\"copilot_fix_failed_workflows_all_skus\\\",\\\"copilot_ftp_hyperspace_upgrade_prompt\\\",\\\"copilot_hide_hovercard\\\",\\\"copilot_immersive_code_block_transition_wrap\\\",\\\"copilot_immersive_embedded_deferred_payload\\\",\\\"copilot_immersive_embedded_draggable\\\",\\\"copilot_immersive_embedded_header_button\\\",\\\"copilot_immersive_embedded_implicit_references\\\",\\\"copilot_immersive_embedded_skip_copilot_api_token_for_dotcom_context\\\",\\\"copilot_immersive_file_block_transition_open\\\",\\\"copilot_immersive_file_preview_keep_mounted\\\",\\\"copilot_immersive_job_result_preview\\\",\\\"copilot_immersive_suggestion_pills\\\",\\\"copilot_immersive_task_hyperlinking\\\",\\\"copilot_immersive_task_within_chat_thread\\\",\\\"copilot_mc_cli_resume_any_users_task\\\",\\\"copilot_mc_nudges\\\",\\\"copilot_mission_control_agent_filtering\\\",\\\"copilot_mission_control_always_send_integration_id\\\",\\\"copilot_mission_control_environment_list_icons\\\",\\\"copilot_mission_control_initial_data_spinner\\\",\\\"copilot_mission_control_sandbox_remote_bypass\\\",\\\"copilot_mission_control_session_filters\\\",\\\"copilot_mission_control_task_alive_updates\\\",\\\"copilot_mission_control_task_sharing\\\",\\\"copilot_org_policy_page_focus_mode\\\",\\\"copilot_plans_signups_enabled\\\",\\\"copilot_pr_chat_enhancements\\\",\\\"copilot_redirect_header_button_to_agents\\\",\\\"copilot_resource_panel\\\",\\\"copilot_scroll_preview_tabs\\\",\\\"copilot_share_active_subthread\\\",\\\"copilot_spaces_ga\\\",\\\"copilot_spaces_individual_policies_ga\\\",\\\"copilot_spark_empty_state\\\",\\\"copilot_spark_handle_nil_friendly_name\\\",\\\"copilot_swe_agent_authorization_status_ui\\\",\\\"copilot_swe_agent_hide_model_picker_if_only_auto\\\",\\\"copilot_swe_agent_pr_comment_model_picker\\\",\\\"copilot_swe_agent_pull_request_merged_trigger\\\",\\\"copilot_swe_agent_pull_request_opened_trigger\\\",\\\"copilot_swe_agent_pull_request_synchronize_trigger\\\",\\\"copilot_swe_agent_use_subagents\\\",\\\"copilot_task_api_github_rest_style\\\",\\\"copilot_token_based_billing\\\",\\\"copilot_unconfigured_is_inherited\\\",\\\"copilot_user_can_upgrade_plan_field\\\",\\\"copilot_workbench_slim_line_top_tabs\\\",\\\"copilot_workbench_ubb\\\",\\\"custom_properties_core_reusable_property_value_field\\\",\\\"dashboard_indexeddb_caching\\\",\\\"dashboard_lists_max_age_filter\\\",\\\"dashboard_universe_2025_feedback_dialog\\\",\\\"flex_cta_groups_mvp\\\",\\\"ga_enterprise_teams_ui\\\",\\\"global_nav_react\\\",\\\"global_nav_repo_picker_experiment\\\",\\\"hyperspace_2025_logged_out_batch_1\\\",\\\"hyperspace_2025_logged_out_batch_2\\\",\\\"hyperspace_2025_logged_out_batch_3\\\",\\\"ipm_budget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           data-hydro-click=\\\"{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;site header menu&quot;,&quot;repository_id&quot;:null,&quot;auth_type&quot;:&quot;SIGN_UP&quot;,&quot;originating_url&quot;:&quot;https://github.com/a2aproject/A2A/blob/main/README.md&quot;,&quot;user_id&quot;:null}}\\\" data-hydro-click-hmac=\\\"b44bf29a50c47e54334c9c5d1ef7a62bd5dba7f0a455e9b456d2bf760bba0ad0\\\"\\n            data-analytics-event=\\\"{&quot;category&quot;:&quot;Marketing nav&quot;,&quot;action&quot;:&quot;click to Sign in&quot;,&quot;label&quot;:&quot;ref_page:Marketing;ref_cta:Sign in;ref_loc:Header&quot;}\\\"\\n            Sign in\\n  PlatformAI CODE CREATIONGitHub CopilotWrite better code with AIGitHub Copilot appDirect agents from issue to mergeMCP RegistryNewIntegrate external toolsDEVELOPER WORKFLOWSActionsAutomate any workflowCodespacesInstant dev environmentsIssuesPlan and track workCode ReviewManage code changesAPPLICATION SECURITYGitHub Advanced SecurityFind and fix vulnerabilitiesCode securitySecure your code as you buildSecret protectionStop leaks before they startEXPLOREWhy GitHubDocumentationBlogChangelogMarketplaceView all featuresSolutionsBY COMPANY SIZEEnterprisesSmall and medium teamsStartupsNonprofitsBY USE CASEApp ModernizationDevSecOpsDevOpsCI/CDView all use casesBY INDUSTRYHealthcareFinancial servicesManufacturingGovernmentView all industriesView all solutionsResourcesEXPLORE BY TOPICAISoftware DevelopmentDevOpsSecurityView all topicsEXPLORE BY TYPECustomer storiesEvents &amp; webinarsEbooks &amp; reportsBusiness insightsGitHub SkillsSUPPORT &amp; SERVICESDocumentationCustomer supportCommunity forumTrust centerPartnersView all resourcesOpen SourceCOMMUNITYGitHub SponsorsFund open source developersPROGRAMSSecurity LabMaintainer CommunityAcceleratorGitHub StarsArchive ProgramREPOSITORIESTopicsTrendingCollectionsEnterpriseENTERPRISE SOLUTIONSEnterprise platformAI-powered developer platformAVAILABLE ADD-ONSGitHub Advanced SecurityEnterprise-grade security featuresCopilot for BusinessEnterprise-grade AI featuresPremium SupportEnterprise-grade 24/7 supportPricing{\\\"resolvedServerColorMode\\\":\\\"day\\\"}\\n                class=\\\"HeaderMenu-link HeaderMenu-link--sign-in HeaderMenu-button flex-shrink-0 no-underline d-none d-lg-inline-flex border border-lg-0 rounded px-2 py-1\\\"\\n                data-hydro-click=\\\"{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;site header menu&quot;,&quot;repository_id&quot;:null,&quot;auth_type&quot;:&quot;SIGN_UP&quot;,&quot;originating_url&quot;:&quot;https://github.com/a2aproject/A2A/blob/main/README.md&quot;,&quot;user_id&quot;:null}}\\\" data-hydro-click-hmac=\\\"b44bf29a50c47e54334c9c5d1ef7a62bd5dba7f0a455e9b456d2bf760bba0ad0\\\"\\n                data-analytics-event=\\\"{&quot;category&quot;:&quot;Marketing nav&quot;,&quot;action&quot;:&quot;click to go to homepage&quot;,&quot;label&quot;:&quot;ref_page:Marketing;ref_cta:Sign in;ref_loc:Header&quot;}\\\"\\n                Sign in\\n              <a href=\\\"/signup?ref_cta=Sign+up&amp;ref_loc=header+logged+out&amp;ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E%2Fblob%2Fshow&amp;source=header-repo&amp;source_repo=a2aproject%2FA2A\\\"\\n                class=\\\"HeaderMenu-link HeaderMenu-link--sign-up HeaderMenu-button flex-shrink-0 d-flex d-lg-inline-flex no-underline border color-border-default rounded px-2 py-1\\\"\\n                data-hydro-click=\\\"{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;site header menu&quot;,&quot;repository_id&quot;:null,&quot;auth_type&quot;:&quot;SIGN_UP&quot;,&quot;originating_url&quot;:&quot;https://github.com/a2aproject/A2A/blob/main/README.md&quot;,&quot;user_id&quot;:null}}\\\" data-hydro-click-hmac=\\\"b44bf29a50c47e54334c9c5d1ef7a62bd5dba7f0a455e9b456d2bf760bba0ad0\\\"\\n                data-analytics-event=\\\"{&quot;category&quot;:&quot;Sign up&quot;,&quot;action&quot;:&quot;click to sign up for account&quot;,&quot;label&quot;:&quot;ref_page:/&lt;user-name&gt;/&lt;repo-name&gt;/blob/show;ref_cta:Sign up;ref_loc:header logged out&quot;}\\\"\\n                Sign up\\n        You signed in with another tab or window. Reload to refresh your session.\\n        You signed out in another tab or window. Reload to refresh your session.\\n    You must be signed in to change notification settings\\n        Security and quality\\n          Security and quality\\n  {\\\"payload\\\":{\\\"codeViewBlobRoute\\\":{\\\"csv\\\":null,\\\"csvError\\\":null,\\\"headerInfo\\\":{\\\"toc\\\":[{\\\"level\\\":1,\\\"text\\\":\\\"Agent2Agent (A2A) Protocol\\\",\\\"anchor\\\":\\\"agent2agent-a2a-protocol\\\",\\\"htmlText\\\":\\\"Agent2Agent (A2A) Protocol\\\"},{\\\"level\\\":1,\\\"text\\\":\\\"Agent2Agent (A2A) Protocol\\\",\\\"anchor\\\":\\\"agent2agent-a2a-protocol-1\\\",\\\"htmlText\\\":\\\"Agent2Agent (A2A) Protocol\\\"},{\\\"level\\\":2,\\\"text\\\":\\\"DeepLearning.AI Course\\\",\\\"anchor\\\":\\\"deeplearningai-course\\\",\\\"htmlText\\\":\\\"DeepLearning.AI Course\\\"},{\\\"level\\\":2,\\\"text\\\":\\\"Why A2A?\\\",\\\"anchor\\\":\\\"why-a2a\\\",\\\"htmlText\\\":\\\"Why A2A?\\\"},{\\\"level\\\":3,\\\"text\\\":\\\"Key Features\\\",\\\"anchor\\\":\\\"key-features\\\",\\\"htmlText\\\":\\\"Key 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href=\\\\\\\"https://openaitx.github.io/view.html?user=a2aproject\\\\u0026amp;project=A2A\\\\u0026amp;lang=fa\\\\\\\" rel=\\\\\\\"nofollow\\\\\\\"\\\\u003eفارسی\\\\u003c/a\\\\u003e\\\\n        | \\\\u003ca href=\\\\\\\"https://openaitx.github.io/view.html?user=a2aproject\\\\u0026amp;project=A2A\\\\u0026amp;lang=tr\\\\\\\" rel=\\\\\\\"nofollow\\\\\\\"\\\\u003eTürkçe\\\\u003c/a\\\\u003e\\\\n        | \\\\u003ca href=\\\\\\\"https://openaitx.github.io/view.html?user=a2aproject\\\\u0026amp;project=A2A\\\\u0026amp;lang=vi\\\\\\\" rel=\\\\\\\"nofollow\\\\\\\"\\\\u003eTiếng Việt\\\\u003c/a\\\\u003e\\\\n        | \\\\u003ca href=\\\\\\\"https://openaitx.github.io/view.html?user=a2aproject\\\\u0026amp;project=A2A\\\\u0026amp;lang=id\\\\\\\" rel=\\\\\\\"nofollow\\\\\\\"\\\\u003eBahasa Indonesia\\\\u003c/a\\\\u003e\\\\n        | \\\\u003ca href=\\\\\\\"https://openaitx.github.io/view.html?user=a2aproject\\\\u0026amp;project=A2A\\\\u0026amp;lang=as\\\\\\\" rel=\\\\\\\"nofollow\\\\\\\"\\\\u003eঅসমীয়া\\\\u003c/a\\\\u003e\\\\n      \\\\u003c/div\\\\u003e\\\\n    \\\\u003c/div\\\\u003e\\\\n  \\\\u003c/details\\\\u003e\\\\n\\\\u003c/div\\\\u003e\\\\n\\\\n\\\\u003cdiv dir=\\\\\\\"auto\\\\\\\"\\\\u003e\\\\n  \\\\u003cdiv dir=\\\\\\\"auto\\\\\\\"\\\\u003e\\\\n    \\\\u003ca target=\\\\\\\"_blank\\\\\\\" rel=\\\\\\\"noopener noreferrer\\\\\\\" href=\\\\\\\"/a2aproject/A2A/blob/main/docs/assets/a2a_logo/color/SVG/a2a_color.svg\\\\\\\"\\\\u003e\\\\u003cimg src=\\\\\\\"/a2aproject/A2A/raw/main/docs/assets/a2a_logo/color/SVG/a2a_color.svg\\\\\\\" alt=\\\\\\\"Agent2Agent Protocol Logo\\\\\\\" width=\\\\\\\"100\\\\\\\" style=\\\\\\\"max-width: 100%;\\\\\\\"\\\\u003e\\\\u003c/a\\\\u003e\\\\n    \\\\u003cdiv class=\\\\\\\"markdown-heading\\\\\\\" dir=\\\\\\\"auto\\\\\\\"\\\\u003e\\\\u003ch1 tabindex=\\\\\\\"-1\\\\\\\" class=\\\\\\\"heading-element\\\\\\\" dir=\\\\\\\"auto\\\\\\\"\\\\u003eAgent2Agent (A2A) Protocol\\\\u003c/h1\\\\u003e\\\\u003ca id=\\\\\\\"user-content-agent2agent-a2a-protocol-1\\\\\\\" class=\\\\\\\"anchor\\\\\\\" aria-label=\\\\\\\"Permalink: Agent2Agent (A2A) Protocol\\\\\\\" href=\\\\\\\"#agent2agent-a2a-protocol-1\\\\\\\"\\\\u003e\\\\u003csvg data-component=\\\\\\\"Octicon\\\\\\\" class=\\\\\\\"octicon octicon-link\\\\\\\" viewBox=\\\\\\\"0 0 16 16\\\\\\\" version=\\\\\\\"1.1\\\\\\\" width=\\\\\\\"16\\\\\\\" height=\\\\\\\"16\\\\\\\" aria-hidden=\\\\\\\"true\\\\\\\"\\\\u003e\\\\u003cpath d=\\\\\\\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\\\\\\\"\\\\u003e\\\\u003c/path\\\\u003e\\\\u003c/svg\\\\u003e\\\\u003c/a\\\\u003e\\\\u003c/div\\\\u003e\\\\n  \\\\u003c/div\\\\u003e\\\\n\\\\u003c/div\\\\u003e\\\\n\\\\u003cp dir=\\\\\\\"auto\\\\\\\"\\\\u003e\\\\u003cstrong\\\\u003eAn open protocol enabling communication and interoperability between opaque agentic applications.\\\\u003c/strong\\\\u003e\\\\u003c/p\\\\u003e\\\\n\\\\u003cp dir=\\\\\\\"auto\\\\\\\"\\\\u003eThe Agent2Agent (A2A) protocol addresses a critical challenge in the AI landscape: enabling gen AI agents, built on diverse frameworks by different companies running on separate servers, to communicate and collaborate effectively - as agents, not just as tools. A2A aims to provide a common language for agents, fostering a more \\n\\n... [OUTPUT TRUNCATED - 11320 chars omitted out of 61320 total] ...\\n\\n042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\\\\\\\"\\\\u003e\\\\u003c/path\\\\u003e\\\\u003c/svg\\\\u003e\\\\u003c/a\\\\u003e\\\\u003c/div\\\\u003e\\\\n\\\\u003cp dir=\\\\\\\"auto\\\\\\\"\\\\u003eWe welcome community contributions to enhance and evolve the A2A protocol!\\\\u003c/p\\\\u003e\\\\n\\\\u003cul dir=\\\\\\\"auto\\\\\\\"\\\\u003e\\\\n\\\\u003cli\\\\u003e\\\\u003cstrong\\\\u003eQuestions \\\\u0026amp; Discussions:\\\\u003c/strong\\\\u003e Join our \\\\u003ca href=\\\\\\\"https://github.com/a2aproject/A2A/discussions\\\\\\\"\\\\u003eGitHub Discussions\\\\u003c/a\\\\u003e.\\\\u003c/li\\\\u003e\\\\n\\\\u003cli\\\\u003e\\\\u003cstrong\\\\u003eIssues \\\\u0026amp; Feedback:\\\\u003c/strong\\\\u003e Report issues or suggest improvements via \\\\u003ca href=\\\\\\\"https://github.com/a2aproject/A2A/issues\\\\\\\"\\\\u003eGitHub Issues\\\\u003c/a\\\\u003e.\\\\u003c/li\\\\u003e\\\\n\\\\u003cli\\\\u003e\\\\u003cstrong\\\\u003eContribution Guide:\\\\u003c/strong\\\\u003e See our \\\\u003ca href=\\\\\\\"/a2aproject/A2A/blob/main/CONTRIBUTING.md\\\\\\\"\\\\u003eCONTRIBUTING.md\\\\u003c/a\\\\u003e for details on how to contribute.\\\\u003c/li\\\\u003e\\\\n\\\\u003cli\\\\u003e\\\\u003cstrong\\\\u003ePrivate Feedback:\\\\u003c/strong\\\\u003e Use this \\\\u003ca href=\\\\\\\"https://goo.gle/a2a-feedback\\\\\\\" rel=\\\\\\\"nofollow\\\\\\\"\\\\u003eGoogle Form\\\\u003c/a\\\\u003e.\\\\u003c/li\\\\u003e\\\\n\\\\u003cli\\\\u003e\\\\u003cstrong\\\\u003ePartner Program:\\\\u003c/strong\\\\u003e Google Cloud customers can join our partner program via this \\\\u003ca href=\\\\\\\"https://goo.gle/a2a-partner\\\\\\\" rel=\\\\\\\"nofollow\\\\\\\"\\\\u003eform\\\\u003c/a\\\\u003e.\\\\u003c/li\\\\u003e\\\\n\\\\u003c/ul\\\\u003e\\\\n\\\\u003cdiv class=\\\\\\\"markdown-heading\\\\\\\" dir=\\\\\\\"auto\\\\\\\"\\\\u003e\\\\u003ch2 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href=\\\\\\\"https://openaitx.github.io/view.html?user=a2aproject\\\\u0026project=A2A\\\\u0026lang=as\\\\\\\"\\\\u003eঅসমীয়া\\\\u003c/a\\\\u003e\\\",\\\"      \\\\u003c/div\\\\u003e\\\",\\\"    \\\\u003c/div\\\\u003e\\\",\\\"  \\\\u003c/details\\\\u003e\\\",\\\"\\\\u003c/div\\\\u003e\\\",\\\"\\\",\\\"\\\\u003c!-- markdownlint-disable MD041 --\\\\u003e\\\",\\\"\\\\u003cdiv style=\\\\\\\"text-align: center;\\\\\\\"\\\\u003e\\\",\\\"  \\\\u003cdiv class=\\\\\\\"centered-logo-text-group\\\\\\\"\\\\u003e\\\",\\\"    \\\\u003cimg src=\\\\\\\"docs/assets/a2a_logo/color/SVG/a2a_color.svg\\\\\\\" alt=\\\\\\\"Agent2Agent Protocol Logo\\\\\\\" width=\\\\\\\"100\\\\\\\"\\\\u003e\\\",\\\"    \\\\u003ch1\\\\u003eAgent2Agent (A2A) Protocol\\\\u003c/h1\\\\u003e\\\",\\\"  \\\\u003c/div\\\\u003e\\\",\\\"\\\\u003c/div\\\\u003e\\\",\\\"\\\",\\\"**An open protocol enabling communication and interoperability between opaque agentic applications.**\\\",\\\"\\\",\\\"The Agent2Agent (A2A) protocol addresses a critical challenge in the AI landscape: enabling gen AI agents, built on diverse frameworks by different companies running on separate servers, to communicate and collaborate effectively - as agents, not just as tools. A2A aims to provide a common language for agents, fostering a more interconnected, powerful, and innovative AI ecosystem.\\\",\\\"\\\",\\\"With A2A, agents can:\\\",\\\"\\\",\\\"- Discover each other's capabilities.\\\",\\\"- Negotiate interaction modalities (text, forms, media).\\\",\\\"- Securely collaborate on long-running tasks.\\\",\\\"- Operate without exposing their internal state, memory, or tools.\\\",\\\"\\\",\\\"## DeepLearning.AI Course\\\",\\\"\\\",\\\"[![A2A DeepLearning.AI](https://img.youtube.com/vi/4gYm0Rp7VHc/maxresdefault.jpg)](https://goo.gle/dlai-a2a)\\\",\\\"\\\",\\\"Join this short course on [A2A: The Agent2Agent Protocol](https://goo.gle/dlai-a2a), built in partnership with Google Cloud and IBM Research, and taught by [Holt Skinner](https://github.com/holtskinner), [Ivan Nardini](https://github.com/inardini), and [Sandi Besen](https://github.com/sandijean90).\\\",\\\"\\\",\\\"**What you'll learn:**\\\",\\\"\\\",\\\"- **Make agents A2A-compliant:** Expose agents built with frameworks like Google ADK, LangGraph, or BeeAI as A2A servers.\\\",\\\"- **Connect agents:** Create A2A clients from scratch or using integrations to connect to A2A-compliant agents.\\\",\\\"- **Orchestrate workflows:** Build sequential and hierarchical workflows of A2A-compliant agents.\\\",\\\"- **Multi-agent systems:** Build a healthcare multi-agent system using different frameworks and see how A2A enables collaboration.\\\",\\\"- **A2A and MCP:** Learn how A2A complements MCP by enabling agents to collaborate with each other.\\\",\\\"\\\",\\\"## Why A2A?\\\",\\\"\\\",\\\"As AI agents become more prevalent, their ability to interoperate is crucial for building complex, multi-functional applications. A2A aims to:\\\",\\\"\\\",\\\"- **Break Down Silos:** Connect agents across different ecosystems.\\\",\\\"- **Enable Complex Collaboration:** Allow specialized agents to work together on tasks that a single agent cannot handle alone.\\\",\\\"- **Promote Open Standards:** Foster a community-driven approach to agent communication, encouraging innovation and broad adoption.\\\",\\\"- **Preserve Opacity:** Allow agents to collaborate without needing to share internal memory, proprietary logic, or specific tool implementations, enhancing security and protecting intellectual property.\\\",\\\"\\\",\\\"### Key Features\\\",\\\"\\\",\\\"- **Standardized Communication:** JSON-RPC 2.0 over HTTP(S).\\\",\\\"- **Agent Discovery:** Via \\\\\\\"Agent Cards\\\\\\\" detailing capabilities and connection info.\\\",\\\"- **Flexible Interaction:** Supports synchronous request/response, streaming (SSE), and asynchronous push notifications.\\\",\\\"- **Rich Data Exchange:** Handles text, files, and structured JSON data.\\\",\\\"- **Enterprise-Ready:** Designed with security, authentication, and observability in mind.\\\",\\\"\\\",\\\"## Getting Started\\\",\\\"\\\",\\\"- 📚 **Explore the Documentation:** Visit the [Agent2Agent Protocol Documentation Site](https://a2a-protocol.org) for a complete overview, the full protocol specification, tutorials, and guides.\\\",\\\"- 📝 **View the Specification:** [A2A Protocol Specification](https://a2a-protocol.org/latest/specification/)\\\",\\\"- Use the SDKs:\\\",\\\"    - [🐍 A2A Python SDK](https://github.com/a2aproject/a2a-python) `pip install a2a-sdk`\\\",\\\"    - [🐿️ A2A Go SDK](https://github.com/a2aproject/a2a-go) `go get github.com/a2aproject/a2a-go`\\\",\\\"    - [🧑‍💻 A2A JS SDK](https://github.com/a2aproject/a2a-js) `npm install @a2a-js/sdk`\\\",\\\"    - [☕️ A2A Java SDK](https://github.com/a2aproject/a2a-java) using maven\\\",\\\"    - [🔷 A2A .NET SDK](https://github.com/a2aproject/a2a-dotnet) using [NuGet](https://www.nuget.org/packages/A2A) `dotnet add package A2A`\\\",\\\"    - [🦀 A2A Rust SDK](https://github.com/a2aproject/a2a-rs) `cargo add a2a-lf`\\\",\\\"- 🎬 Use our [samples](https://github.com/a2aproject/a2a-samples) to see A2A in action\\\",\\\"\\\",\\\"## Contributing\\\",\\\"\\\",\\\"We welcome community contributions to enhance and evolve the A2A protocol!\\\",\\\"\\\",\\\"- **Questions \\\\u0026 Discussions:** Join our [GitHub Discussions](https://github.com/a2aproject/A2A/discussions).\\\",\\\"- **Issues \\\\u0026 Feedback:** Report issues or suggest improvements via [GitHub Issues](https://github.com/a2aproject/A2A/issues).\\\",\\\"- **Contribution Guide:** See our [CONTRIBUTING.md](CONTRIBUTING.md) for details on how to contribute.\\\",\\\"- **Private Feedback:** Use this [Google Form](https://goo.gle/a2a-feedback).\\\",\\\"- **Partner Program:** Google Cloud customers can join our partner program via this [form](https://goo.gle/a2a-partner).\\\",\\\"\\\",\\\"## What's next\\\",\\\"\\\",\\\"### Protocol Enhancements\\\",\\\"\\\",\\\"- **Agent Discovery:**\\\",\\\"    - Formalize inclusion of authorization schemes and optional credentials directly within the `AgentCard`.\\\",\\\"- **Agent Collaboration:**\\\",\\\"    - Investigate a `QuerySkill()` method for dynamically checking unsupported or unanticipated skills.\\\",\\\"- **Task Lifecycle \\\\u0026 UX:**\\\",\\\"    - Support for dynamic UX negotiation _within_ a task (e.g., agent adding audio/video mid-conversation).\\\",\\\"- **Client Methods \\\\u0026 Transport:**\\\",\\\"    - Explore extending support to client-initiated methods (beyond task management).\\\",\\\"    - Improvements to streaming reliability and push notification mechanisms.\\\",\\\"\\\",\\\"## About\\\",\\\"\\\",\\\"The A2A Protocol is an open source project under the Linux Foundation, contributed by Google. It is licensed under the [Apache License 2.0](LICENSE) and is open to contributions from the 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at main · a2aproject/A2A\\\",\\\"appPayload\\\":{},\\\"meta\\\":{\\\"title\\\":\\\"A2A/README.md at main · a2aproject/A2A\\\"}}\\n=== A2A SPEC DOC ===\", \"exit_code\": 0, \"error\": null}",
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      "content": "{\"output\": \")Model Context Protocol home pageSearch...⌘KAsk AssistantBlogGitHubSearch...NavigationAbout MCPArchitecture overviewDocumentationExtensionsSpecificationRegistrySEPsCommunityGet startedWhat is MCP?About MCPArchitectureServersClientsVersioningDevelop with MCPConnect to local MCP serversConnect to remote MCP ServersBuild with Agent SkillsBuild an MCP serverClientsSDKsSecurityDeveloper toolsMCP InspectorDebuggingExamplesExample Servers(function () {\\nTransport layer: Defines the communication mechanisms and channels that enable data exchange between clients and servers, including transport-specific connection establishment, message framing, and authorization.\\nThe transport layer manages communication channels and authentication between clients and servers. It handles connection establishment, message framing, and secure communication between MCP participants.\\nStreamable HTTP transport: Uses HTTP POST for client-to-server messages with optional Server-Sent Events for streaming capabilities. This transport enables remote server communication and supports standard HTTP authentication methods including bearer tokens, API keys, and custom headers. MCP recommends using OAuth to obtain authentication tokens.\\nMCP also defines primitives that clients can expose. These primitives allow MCP server authors to build richer interactions.\\nSampling: Allows servers to request language model completions from the client’s AI application. This is useful when server authors want access to a language model, but want to stay model-independent and not include a language model SDK in their MCP server. They can use the sampling/createMessage method to request a language model completion from the client’s AI application.\\nElicitation: Allows servers to request additional information from users. This is useful when server authors want to get more information from the user, or ask for confirmation of an action. They can use the elicitation/create method to request additional information from the user.\\nIdentity Exchange: The clientInfo and serverInfo objects provide identification and versioning information for debugging and compatibility purposes.\\nWas this page helpful?YesNoWhat is MCP?Servers⌘IgithubAssistantResponses are generated using AI and may contain 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            "arguments": "{\"path\":\"/tmp/agenttrust-whitepaper.md\",\"content\":\"# AgentTrust: A Cryptographic Identity Infrastructure for Autonomous AI Agents\\n\\n**White Paper v1.0 — June 2026**\\n**Author: Ahmed Zeyd Aytac**\\n\\n---\\n\\n## 1. The Identity Gap in the Agent Economy\\n\\nBy 2026, AI agents are no longer experimental. Google's **Agent2Agent (A2A) Protocol** [1] and Anthropic's **Model Context Protocol (MCP)** [2] — both under the Linux Foundation — have established open standards for agent-to-agent communication and tool integration. A2A defines Agent Cards, task lifecycles, streaming, and five security schemes (OAuth 2.0, mTLS, API Key, OpenID Connect, HTTP Auth) [3]. MCP provides standardized tool access with OAuth-based bearer tokens [4].\\n\\n**What neither protocol addresses: who is the agent?**\\n\\nA2A authenticates the *transport* — the HTTP connection between agent A and agent B. It does not authenticate the *agent itself*. An Agent Card describes capabilities (skills, endpoints, input/output modes), but it is a self-asserted JSON document. There is no cryptographic binding between an agent's identity and its claims. Any process can publish an Agent Card claiming to be \\\"EnterprisePaymentsAgent v3.2\\\" — and A2A provides no mechanism to verify that claim.\\n\\nThis is the **Agent Identity Gap**: we have protocols for agents to *talk*, but no infrastructure for agents to *prove who they are*.\\n\\n---\\n\\n## 2. Why This Matters Now\\n\\nThree converging forces make agent identity urgent:\\n\\n### 2.1 Systemic Financial Risk\\nIn 2025, financial stability bodies warned that \\\"more complex and autonomous 'agentic' AI could become a channel for systemic risk in finance\\\" [5]. A 2025 expert forum found that **44% of surveyed specialists identified autonomous AI agents as the most likely current source of AI-related systemic risk** [5]. When agents initiate financial transactions across institutions without verifiable identity, attribution becomes impossible.\\n\\n### 2.2 Regulatory Pressure\\nThe **EU AI Act** (in force since August 2024) mandates transparency, human oversight, and conformity assessments for high-risk AI systems [6]. While it does not explicitly require agent identity, its provisions on traceability and accountability create a de facto need: you cannot explain an agent's decision if you cannot prove which agent made it. The Act's reliance on provider self-assessment [7] has been criticized as insufficient — cryptographic identity provides an independent verification layer.\\n\\n### 2.3 The Liability Vacuum\\nLegal scholars identify liability as a core unresolved challenge for autonomous agents [8]. When Agent A delegates a task to Agent B, which then causes harm, who is liable? Without cryptographic proof of which agent acted, which principal authorized it, and under what mandate, liability chains collapse into finger-pointing. The Wikipedia entry on AI agents lists liability, cybercrime, lack of explainability, and security vulnerabilities as primary concerns [8].\\n\\n---\\n\\n## 3. The AgentTrust Architecture\\n\\nAgentTrust proposes a **three-layer cryptographic identity stack** for AI agents:\\n\\n### Layer 1: Agent Identity (Ed25519 PKI)\\nEvery agent possesses an **Ed25519 keypair**. The public key *is* the agent's identity — a 32-byte globally unique identifier. Agents register their public key with an AgentTrust Registry, which issues an **X.509-style Agent Identity Certificate** binding the key to metadata (operator, jurisdiction, model fingerprint). This is not a new invention — it applies the same PKI that secures TLS and SSH to a new subject type.\\n\\n### Layer 2: Agent Mandate (Signed JWT / RFC 7519)\\nAn agent never acts on its own authority. It acts under a **Mandate** — a JSON Web Token (RFC 7519) signed by a human principal or organizational root key. The Mandate specifies:\\n- **Subject**: the agent's public key (Ed25519, `sub` claim)\\n- **Scope**: allowed actions, APIs, spending limits (`scope` claim)\\n- **Validity**: `nbf`, `exp`, optional geographic or temporal constraints\\n- **Delegation depth**: maximum sub-delegation chain length (`depth` claim)\\n- **Liability anchor**: legal entity responsible (`iss` claim)\\n\\nThe Mandate is the cryptographic answer to \\\"who authorized this and what are they allowed to do?\\\"\\n\\n### Layer 3: Agent Passport (X-AgentTrust-Passport Header)\\nWhen Agent A calls Agent B, it includes an HTTP header:\\n\\n```\\nX-AgentTrust-Passport: \\u003cbase64url-encoded signed JWT chain\\u003e\\n```\\n\\nThe Passport contains:\\n1. The **Agent Identity Certificate** (proves the agent's public key is registered)\\n2. The **Mandate JWT** (proves the agent is authorized by a principal)\\n3. The **Request Signature** (an Ed25519 signature over the request body + timestamp, proving the agent itself sent this specific request)\\n\\nAgent B verifies all three in sequence: (1) check certificate against Registry → (2) validate Mandate JWT signature, scope, expiry → (3) verify request signature against agent's public key. Total verification: **three Ed25519 signature checks, ~150 microseconds**.\\n\\n---\\n\\n## 4. Relationship to Existing Protocols\\n\\nAgentTrust is **complementary, not competitive**:\\n\\n| Protocol | Solves | AgentTrust Adds |\\n|----------|--------|-----------------|\\n| **A2A** | Agent communication, task lifecycle, discovery | Cryptographic agent identity + mandates |\\n| **MCP** | Tool/resource access for agents | Proof of which agent is accessing which tool |\\n| **OAuth 2.0** | User-to-service delegation | Agent-to-agent delegation with sub-delegation chains |\\n| **SPIFFE** | Workload identity (Kubernetes) | Cross-organizational agent identity (not tied to a cluster) |\\n\\nA2A's `AgentCardSignature` [3] and planned \\\"authorization schemes within AgentCard\\\" [1] are natural integration points. An AgentTrust Passport can be embedded as an A2A security scheme, making adoption incremental.\\n\\n---\\n\\n## 5. Open Questions \\u0026 Research Agenda\\n\\n1. **Revocation**: How to revoke an agent's identity or mandate in real-time across a distributed system? OCSP-style stapling? CRL distribution via Registry?\\n2. **Delegation chains**: If Agent A delegates to Agent B, which delegates to Agent C — how deep should chains go? What happens when a mid-chain agent goes rogue?\\n3. **Model fingerprinting**: Can we cryptographically bind an agent's identity to a specific model+weights hash, preventing impersonation by fine-tuned variants?\\n4. **Legal recognition**: Will jurisdictions recognize cryptographic agent mandates as legally binding delegation instruments? This requires collaboration with legal scholars and regulators.\\n5. **Governance**: Who runs the Registry? A Linux Foundation project? A decentralized model (DID/VC on a ledger)? A consortium of major AI providers?\\n\\n---\\n\\n## References\\n\\n[1] Google / Linux Foundation. *Agent2Agent (A2A) Protocol*. GitHub: a2aproject/A2A. https://github.com/a2aproject/A2A (accessed June 2026).\\n\\n[2] Anthropic / Linux Foundation. *Model Context Protocol (MCP)*. https://modelcontextprotocol.io (accessed June 2026).\\n\\n[3] A2A Protocol Specification v0.3.0. Sections 4.5 (Security Objects), 4.4.7 (AgentCardSignature), 7 (Authentication and Authorization). https://a2a-protocol.org/latest/specification/ (accessed June 2026).\\n\\n[4] MCP Architecture Documentation. Transport Layer: Streamable HTTP with OAuth-based bearer tokens. https://modelcontextprotocol.io/docs/learn/architecture (accessed June 2026).\\n\\n[5] Wikipedia. *AI agent — Autonomous capabilities*. Citing financial stability body workshops (2025) where 44% of experts identified agentic AI as top systemic risk. https://en.wikipedia.org/wiki/AI_agent (accessed June 2026).\\n\\n[6] European Union. *Regulation (EU) 2024/1689 (Artificial Intelligence Act)*. In force 1 August 2024. https://en.wikipedia.org/wiki/Artificial_Intelligence_Act (accessed June 2026).\\n\\n[7] Academic commentary on EU AI Act: provider self-assessment criticized as insufficient for enforcement. Summarized in Wikipedia, *Artificial Intelligence Act — Criticism*. Ibid.\\n\\n[8] Wikipedia. *AI agent — Concerns*. Liability, cybercrime, ethical challenges, AI safety, data privacy, weakened human oversight, lack of explainability, security vulnerabilities. Ibid.\\n\\n[9] IETF. *RFC 7519: JSON Web Token (JWT)*. May 2015. https://datatracker.ietf.org/doc/html/rfc7519\\n\\n[10] IETF. *RFC 8032: Edwards-Curve Digital Signature Algorithm (EdDSA)*. January 2017. https://datatracker.ietf.org/doc/html/rfc8032\\n\\n[11] Cloud Native Computing Foundation. *SPIFFE: Secure Production Identity Framework for Everyone*. https://spiffe.io (accessed June 2026).\\n\\n---\\n\\n*This white paper is a living document. Feedback, critique, and collaboration proposals welcome.*\\n\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "Die curl-Aufrufe liefern zu viel JavaScript-Müll. Ich habe aber genug Substanz aus den Wikipedia-Ergebnissen und den A2A-Spezifikations-Fragmenten. Lass mich die Recherche mit einem Python-Skript strukturiert abschließen und dann das WhitePaper schreiben.\n\nKernfunde bisher:\n1. **A2A Protocol** (Google/Linux Foundation): Agent2Agent-Kommunikation, hat Security Schemes (OAuth2, mTLS, API Key, OpenID Connect), aber KEIN Identity-Protokoll für Agenten selbst. AgentCardSignature existiert.\n2. **MCP** (Anthropic/Linux Foundation): Tool-Integration, OAuth für Auth, aber keine Agent-Identity.\n3. **EU AI Act**: High-risk Kategorisierung, Transparenzpflichten, aber adressiert Agent-Identity nicht direkt.\n4. **Wikipedia AI Agent**: Liability, Cybercrime, Safety, Alignment — alles offene Probleme.\n5. **Finanzsystemische Risiken**: 44% der Experten sehen agentische KI als größtes systemisches Risiko.\n\nDie Lücke ist klar: Niemand hat ein PKI-basiertes Identity-System für AI-Agenten. A2A hat Auth zwischen Client/Server aber nicht \"wer ist dieser Agent wirklich?\".\n\nJetzt schreibe ich das WhitePaper direkt. Max 1 Seite Main-Teil, mit Quellen.",
      "reasoning_content": "Die curl-Aufrufe liefern zu viel JavaScript-Müll. Ich habe aber genug Substanz aus den Wikipedia-Ergebnissen und den A2A-Spezifikations-Fragmenten. Lass mich die Recherche mit einem Python-Skript strukturiert abschließen und dann das WhitePaper schreiben.\n\nKernfunde bisher:\n1. **A2A Protocol** (Google/Linux Foundation): Agent2Agent-Kommunikation, hat Security Schemes (OAuth2, mTLS, API Key, OpenID Connect), aber KEIN Identity-Protokoll für Agenten selbst. AgentCardSignature existiert.\n2. **MCP** (Anthropic/Linux Foundation): Tool-Integration, OAuth für Auth, aber keine Agent-Identity.\n3. **EU AI Act**: High-risk Kategorisierung, Transparenzpflichten, aber adressiert Agent-Identity nicht direkt.\n4. **Wikipedia AI Agent**: Liability, Cybercrime, Safety, Alignment — alles offene Probleme.\n5. **Finanzsystemische Risiken**: 44% der Experten sehen agentische KI als größtes systemisches Risiko.\n\nDie Lücke ist klar: Niemand hat ein PKI-basiertes Identity-System für AI-Agenten. A2A hat Auth zwischen Client/Server aber nicht \"wer ist dieser Agent wirklich?\".\n\nJetzt schreibe ich das WhitePaper direkt. Max 1 Seite Main-Teil, mit Quellen."
    },
    {
      "role": "tool",
      "content": "{\"bytes_written\": 8585, \"dirs_created\": true, \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .md files\"}}",
      "tool_call_id": "call_yhhx3zex"
    },
    {
      "role": "assistant",
      "content": "Fertig, Boss. WhitePaper liegt unter `/tmp/agenttrust-whitepaper.md`.\n\n**Kern-Struktur:**\n\n1. **Identity Gap**: A2A & MCP lösen Kommunikation, aber nicht *wer der Agent ist*. Agent Cards sind selbst-behauptet, keine kryptografische Bindung.\n\n2. **Warum jetzt**: Drei konvergierende Kräfte — (a) Finanzstabilitätsgremien warnen vor systemischem Risiko durch agentische KI, 44% der Experten nennen es Top-Risiko; (b) EU AI Act verlangt de facto Traceability; (c) Liability-Vakuum ohne kryptografischen Proof.\n\n3. **Architektur (3-Layer)**:\n   - **Layer 1**: Ed25519 PKI — Public Key *ist* die Identity\n   - **Layer 2**: Signed JWT Mandate — Wer hat autorisiert? Was ist erlaubt? (`sub`, `scope`, `exp`, `depth`, `iss`)\n   - **Layer 3**: `X-AgentTrust-Passport` Header — Certificate + Mandate + Request Signature. Verifikation: 3 Ed25519 Checks, ~150µs\n\n4. **Komplementär zu A2A/MCP/OAuth/SPIFFE** — nicht kompetitiv, integrierbar in A2A's `AgentCardSignature`\n\n5. **Offene Fragen**: Revocation, Delegation Chains, Model Fingerprinting, Legal Recognition, Registry Governance\n\n**11 Quellen** — A2A Spec, MCP Docs, Wikipedia (AI Agents + EU AI Act), RFC 7519/8032, SPIFFE.\n\nSoll ich das als PDF rendern oder direkt so lassen?",
      "reasoning": "The white paper is written. Let me review it against the user's requirements:\n\n1. \"Recherchiere zu dem Thema bitte alles was du im Internet finden kannst\" - Done, I searched A2A spec, MCP docs, Wikipedia for AI agents and EU AI Act, found concrete references\n2. \"erstelle dann ein WhitePaper, das fundiert ist mit Quellen\" - Done, 11 references with URLs\n3. \"Main Teil bitte Max 1 Seite\" - The main body (sections 1-5) is about 1 page of dense content. The references are separate.\n\nThe user said \"Nichts davon. Guten Morgen erstmal\" earlier - that was about the cron job notification, not about AgentTrust. The AgentTrust request is the current active task.\n\nLet me present the white paper to the user."
    },
    {
      "role": "user",
      "content": "Bau das paper in die Website ein mit Button Read Whitepaper"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "The user wants me to integrate the whitepaper into the existing AgentTrust prototype website at `/tmp/agenttrust-prototype.html` and add a \"Read Whitepaper\" button. Let me first check the current state of the prototype.",
      "finish_reason": "tool_calls",
      "reasoning_content": "The user wants me to integrate the whitepaper into the existing AgentTrust prototype website at `/tmp/agenttrust-prototype.html` and add a \"Read Whitepaper\" button. Let me first check the current state of the prototype.",
      "tool_calls": [
        {
          "id": "call_l1slxzjb",
          "call_id": "call_l1slxzjb",
          "response_item_id": "fc_l1slxzjb",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"path\":\"/tmp/agenttrust-prototype.html\",\"limit\":80}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|<!DOCTYPE html>\\n     2|<html lang=\\\"en\\\">\\n     3|<head>\\n     4|  <meta charset=\\\"UTF-8\\\">\\n     5|  <meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1.0\\\">\\n     6|  <title>AgentTrust — Trust Infrastructure for AI Agents</title>\\n     7|  <style>\\n     8|    /* ============================================================\\n     9|       AGENTTRUST — FUSION DESIGN SYSTEM PROTOTYPE\\n    10|       Dark-mode cybersecurity / trust-infrastructure product.\\n    11|       Fuses Linear, Stripe, Vercel, and Strukata design patterns.\\n    12|       Self-contained HTML+CSS+JS. No external dependencies.\\n    13|       System fonts only.\\n    14|       ============================================================ */\\n    15|\\n    16|    :root {\\n    17|      /* Background luminance stacking (Linear DNA) */\\n    18|      --bg-void: #08090a;\\n    19|      --bg-alt: #0d1117;\\n    20|      --surface-elevated: #161b22;\\n    21|      --surface-card: rgba(255, 255, 255, 0.02);\\n    22|\\n    23|      /* Single chromatic accent (Linear DNA) */\\n    24|      --accent-cyan: #00e5ff;\\n    25|      --accent-cyan-hover: #33eaff;\\n    26|\\n    27|      /* Workflow colors (Vercel DNA) */\\n    28|      --success-green: #00c853;\\n    29|      --warning-amber: #ffab00;\\n    30|      --danger-red: #ff1744;\\n    31|\\n    32|      /* Text palette (Stripe DNA — deep navy headings) */\\n    33|      --text-primary: #e6edf3;\\n    34|      --text-secondary: rgba(255, 255, 255, 0.65);\\n    35|      --text-muted: rgba(255, 255, 255, 0.35);\\n    36|\\n    37|      /* Borders (Linear/Stripe DNA: semi-transparent, whisper-level) */\\n    38|      --border-whisper: rgba(255, 255, 255, 0.06);\\n    39|      --border-standard: rgba(255, 255, 255, 0.08);\\n    40|      --border-cyan-glow: rgba(0, 229, 255, 0.15);\\n    41|\\n    42|      /* Shadow colors (Stripe DNA — cyan-tinted multi-layer) */\\n    43|      --shadow-cyan: rgba(0, 229, 255, 0.06);\\n    44|      --shadow-cyan-strong: rgba(0, 229, 255, 0.18);\\n    45|      --shadow-black: rgba(0, 0, 0, 0.4);\\n    46|      --shadow-black-deep: rgba(0, 0, 0, 0.6);\\n    47|\\n    48|      /* Typography */\\n    49|      --font-sans: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;\\n    50|      --font-mono: 'SF Mono', 'Cascadia Code', 'Consolas', monospace;\\n    51|\\n    52|      /* Spacing */\\n    53|      --section-pad: clamp(64px, 10vh, 120px);\\n    54|      --max-width: 1200px;\\n    55|      --gap: clamp(24px, 4vw, 48px);\\n    56|\\n    57|      /* Radii (Stripe-conservative) */\\n    58|      --radius-sm: 6px;\\n    59|      --radius-md: 8px;\\n    60|      --radius-lg: 12px;\\n    61|      --radius-pill: 9999px;\\n    62|\\n    63|      /* Animation (Strukata cinematic) */\\n    64|      --reveal-duration: 0.6s;\\n    65|      --reveal-ease: cubic-bezier(0.16, 1, 0.3, 1);\\n    66|      --stagger: 60ms;\\n    67|    }\\n    68|\\n    69|    /* Reset */\\n    70|    *, *::before, *::after {\\n    71|      box-sizing: border-box;\\n    72|      margin: 0;\\n    73|      padding: 0;\\n    74|    }\\n    75|\\n    76|    html {\\n    77|      scroll-behavior: smooth;\\n    78|      scroll-snap-type: y mandatory;\\n    79|      height: 100%;\\n    80|      overflow-y: scroll;\\n    81|\", \"total_lines\": 1834, \"file_size\": 60310, \"truncated\": true, \"hint\": \"Use offset=81 to continue reading (showing 1-80 of 1834 lines)\", \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_l1slxzjb"
    },
    {
      "role": "assistant",
      "content": "Let me read the full structure to find the right integration points:",
      "reasoning": "Let me understand the task: I need to integrate the whitepaper into the existing AgentTrust prototype website and add a \"Read Whitepaper\" button. The prototype is at `/tmp/agenttrust-prototype.html` (1834 lines, 60KB). The whitepaper is at `/tmp/agenttrust-whitepaper.md`.\n\nI need to:\n1. Read the full prototype to understand its structure (sections, navigation, etc.)\n2. Add a \"Read Whitepaper\" button somewhere appropriate (likely in the hero/header or navigation)\n3. Create a whitepaper section/page within the site, or link to the markdown file\n\nSince the prototype is a single-file HTML, I should:\n- Add a button in the navigation or hero section\n- Either embed the whitepaper content as a modal/expandable section, or create a separate page\n- Given the user wants it \"in die Website\", I'll embed it as a section that can be shown/hidden, or as a modal overlay\n\nLet me read more of the prototype to understand the navigation and section structure.",
      "finish_reason": "tool_calls",
      "reasoning_content": "Let me understand the task: I need to integrate the whitepaper into the existing AgentTrust prototype website and add a \"Read Whitepaper\" button. The prototype is at `/tmp/agenttrust-prototype.html` (1834 lines, 60KB). The whitepaper is at `/tmp/agenttrust-whitepaper.md`.\n\nI need to:\n1. Read the full prototype to understand its structure (sections, navigation, etc.)\n2. Add a \"Read Whitepaper\" button somewhere appropriate (likely in the hero/header or navigation)\n3. Create a whitepaper section/page within the site, or link to the markdown file\n\nSince the prototype is a single-file HTML, I should:\n- Add a button in the navigation or hero section\n- Either embed the whitepaper content as a modal/expandable section, or create a separate page\n- Given the user wants it \"in die Website\", I'll embed it as a section that can be shown/hidden, or as a modal overlay\n\nLet me read more of the prototype to understand the navigation and section structure.",
      "tool_calls": [
        {
          "id": "call_1ob0j4hd",
          "call_id": "call_1ob0j4hd",
          "response_item_id": "fc_1ob0j4hd",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"offset\":81,\"path\":\"/tmp/agenttrust-prototype.html\",\"limit\":200}"
          }
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        {
          "id": "call_dgwlfr9h",
          "call_id": "call_dgwlfr9h",
          "response_item_id": "fc_dgwlfr9h",
          "type": "function",
          "function": {
            "name": "search_files",
            "arguments": "{\"pattern\":\"nav|header|hero|section|id=\\\"\",\"path\":\"/tmp/agenttrust-prototype.html\",\"target\":\"content\",\"output_mode\":\"content\",\"limit\":60}"
          }
        }
      ]
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      "name": "read_file",
      "content": "{\"content\": \"    81|      background: var(--bg-void);\\n    82|    }\\n    83|\\n    84|    body {\\n    85|      font-family: var(--font-sans);\\n    86|      background: var(--bg-void);\\n    87|      color: var(--text-primary);\\n    88|      line-height: 1.6;\\n    89|      -webkit-font-smoothing: antialiased;\\n    90|      -moz-osx-font-smoothing: grayscale;\\n    91|      overflow-x: hidden;\\n    92|    }\\n    93|\\n    94|    /* Reduced motion: disable all animations, transitions, snap */\\n    95|    @media (prefers-reduced-motion: reduce) {\\n    96|      html {\\n    97|        scroll-behavior: auto;\\n    98|        scroll-snap-type: none;\\n    99|      }\\n   100|      .reveal,\\n   101|      .reveal-child {\\n   102|        opacity: 1 !important;\\n   103|        transform: none !important;\\n   104|        transition: none !important;\\n   105|      }\\n   106|      .passport-icon path,\\n   107|      .passport-icon line,\\n   108|      .passport-icon circle,\\n   109|      .passport-icon rect {\\n   110|        animation: none !important;\\n   111|        stroke-dashoffset: 0 !important;\\n   112|      }\\n   113|      .toggle-knob {\\n   114|        transition: none !important;\\n   115|      }\\n   116|      .risk-badge {\\n   117|        transition: none !important;\\n   118|      }\\n   119|      .scroll-indicator {\\n   120|        animation: none !important;\\n   121|      }\\n   122|      .btn,\\n   123|      .btn-ghost,\\n   124|      .input,\\n   125|      .slider,\\n   126|      .toggle-track,\\n   127|      .perm-pill,\\n   128|      .status-badge {\\n   129|        transition: none !important;\\n   130|      }\\n   131|    }\\n   132|\\n   133|    /* ============================================================\\n   134|       FIXED HEADER — mix-blend-mode difference (Strukata DNA)\\n   135|       ============================================================ */\\n   136|    .header {\\n   137|      position: fixed;\\n   138|      top: 0;\\n   139|      left: 0;\\n   140|      right: 0;\\n   141|      z-index: 1000;\\n   142|      padding: 24px clamp(20px, 5vw, 64px);\\n   143|      display: flex;\\n   144|      align-items: center;\\n   145|      justify-content: space-between;\\n   146|      mix-blend-mode: difference;\\n   147|      pointer-events: none;\\n   148|    }\\n   149|\\n   150|    .header > * {\\n   151|      pointer-events: auto;\\n   152|    }\\n   153|\\n   154|    .logo {\\n   155|      font-size: 1rem;\\n   156|      font-weight: 600;\\n   157|      letter-spacing: -0.02em;\\n   158|      color: #fff;\\n   159|      text-decoration: none;\\n   160|    }\\n   161|\\n   162|    .nav-cta {\\n   163|      display: inline-flex;\\n   164|      align-items: center;\\n   165|      justify-content: center;\\n   166|      min-height: 36px;\\n   167|      padding: 0 16px;\\n   168|      border-radius: var(--radius-pill);\\n   169|      font-size: 0.8rem;\\n   170|      font-weight: 600;\\n   171|      color: #fff;\\n   172|      text-decoration: none;\\n   173|      background: rgba(255, 255, 255, 0.04);\\n   174|      border: 1px solid rgba(255, 255, 255, 0.12);\\n   175|      transition: background-color 0.2s ease, border-color 0.2s ease;\\n   176|    }\\n   177|\\n   178|    .nav-cta:hover {\\n   179|      background: rgba(255, 255, 255, 0.08);\\n   180|      border-color: rgba(255, 255, 255, 0.2);\\n   181|    }\\n   182|\\n   183|    /* ============================================================\\n   184|       SECTIONS — full viewport snap-scrolling (Strukata DNA)\\n   185|       ============================================================ */\\n   186|    .section {\\n   187|      min-height: 100svh;\\n   188|      width: 100%;\\n   189|      display: flex;\\n   190|      flex-direction: column;\\n   191|      justify-content: center;\\n   192|      align-items: center;\\n   193|      padding: var(--section-pad) clamp(24px, 6vw, 80px);\\n   194|      position: relative;\\n   195|      scroll-snap-align: start;\\n   196|      scroll-snap-stop: always;\\n   197|      overflow: hidden;\\n   198|    }\\n   199|\\n   200|    .section-dark { background: var(--bg-void); }\\n   201|    .section-alt { background: var(--bg-alt); }\\n   202|\\n   203|    .section-inner {\\n   204|      width: 100%;\\n   205|      max-width: var(--max-width);\\n   206|      position: relative;\\n   207|      z-index: 2;\\n   208|    }\\n   209|\\n   210|    /* ============================================================\\n   211|       TYPOGRAPHY (Linear + Stripe DNA)\\n   212|       ============================================================ */\\n   213|    .eyebrow {\\n   214|      display: block;\\n   215|      font-family: var(--font-sans);\\n   216|      font-size: 0.7rem;\\n   217|      font-weight: 600;\\n   218|      text-transform: uppercase;\\n   219|      letter-spacing: 0.2em;\\n   220|      color: var(--text-muted);\\n   221|      margin-bottom: 18px;\\n   222|    }\\n   223|\\n   224|    .hero-headline {\\n   225|      font-size: clamp(2.5rem, 8vw, 5rem);\\n   226|      font-weight: 600;\\n   227|      line-height: 1.00;\\n   228|      letter-spacing: -0.04em;\\n   229|      color: var(--text-primary);\\n   230|      text-wrap: balance;\\n   231|      margin: 0 0 24px 0;\\n   232|      max-width: 12ch;\\n   233|    }\\n   234|\\n   235|    .section-headline {\\n   236|      font-size: clamp(2rem, 5vw, 3rem);\\n   237|      font-weight: 600;\\n   238|      line-height: 1.08;\\n   239|      letter-spacing: -0.02em;\\n   240|      color: var(--text-primary);\\n   241|      text-wrap: balance;\\n   242|      margin: 0 0 18px 0;\\n   243|    }\\n   244|\\n   245|    .subhead {\\n   246|      font-size: 1.125rem;\\n   247|      font-weight: 400;\\n   248|      line-height: 1.6;\\n   249|      color: var(--text-secondary);\\n   250|      text-wrap: balance;\\n   251|      margin: 0 0 36px 0;\\n   252|      max-width: 600px;\\n   253|    }\\n   254|\\n   255|    /* ============================================================\\n   256|       SCROLL INDICATOR (Strukata DNA)\\n   257|       ============================================================ */\\n   258|    .scroll-indicator {\\n   259|      position: absolute;\\n   260|      bottom: 28px;\\n   261|      left: 50%;\\n   262|      transform: translateX(-50%);\\n   263|      display: flex;\\n   264|      flex-direction: column;\\n   265|      align-items: center;\\n   266|      gap: 8px;\\n   267|      color: var(--text-muted);\\n   268|      font-size: 0.65rem;\\n   269|      font-weight: 600;\\n   270|      text-transform: uppercase;\\n   271|      letter-spacing: 0.25em;\\n   272|      animation: bounce 2.5s ease-in-out infinite;\\n   273|      pointer-events: none;\\n   274|    }\\n   275|\\n   276|    .scroll-indicator svg {\\n   277|      width: 14px;\\n   278|      height: 14px;\\n   279|      stroke: currentColor;\\n   280|      stroke-width: 1.5;\\n   281|\", \"total_lines\": 1834, \"file_size\": 60310, \"truncated\": true, \"hint\": \"Use offset=281 to continue reading (showing 81-280 of 1834 lines)\", \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_1ob0j4hd"
    },
    {
      "role": "tool",
      "name": "search_files",
      "content": "{\"total_count\": 0}",
      "tool_call_id": "call_dgwlfr9h"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "Let me find the navigation and section structure to understand where to add the \"Read Whitepaper\" button.",
      "finish_reason": "tool_calls",
      "reasoning_content": "Let me find the navigation and section structure to understand where to add the \"Read Whitepaper\" button.",
      "tool_calls": [
        {
          "id": "call_fhir204b",
          "call_id": "call_fhir204b",
          "response_item_id": "fc_fhir204b",
          "type": "function",
          "function": {
            "name": "search_files",
            "arguments": "{\"limit\":40,\"output_mode\":\"content\",\"path\":\"/tmp/agenttrust-prototype.html\",\"pattern\":\"class=\\\"header|class=\\\"nav|class=\\\"hero|id=\\\"hero|id=\\\"nav|class=\\\"btn|class=\\\"cta|section-hero|hero-cta\",\"target\":\"content\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "search_files",
      "content": "{\"total_count\": 0}",
      "tool_call_id": "call_fhir204b"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "Let me search for the actual HTML structure to find the header, hero section, and navigationelements.",
      "finish_reason": "tool_calls",
      "reasoning_content": "Let me search for the actual HTML structure to find the header, hero section, and navigationelements.",
      "tool_calls": [
        {
          "id": "call_pyfweetr",
          "call_id": "call_pyfweetr",
          "response_item_id": "fc_pyfweetr",
          "type": "function",
          "function": {
            "name": "search_files",
            "arguments": "{\"limit\":40,\"output_mode\":\"content\",\"path\":\"/tmp/agenttrust-prototype.html\",\"pattern\":\"header|nav-cta|hero-headline|section-hero|btn-primary|btn-ghost|Read\",\"target\":\"content\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "search_files",
      "content": "{\"total_count\": 0}",
      "tool_call_id": "call_pyfweetr"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "Let me search for the actual HTML structure to find the header/nav and hero section.",
      "finish_reason": "tool_calls",
      "reasoning_content": "Let me search for the actual HTML structure to find the header/nav and hero section.",
      "tool_calls": [
        {
          "id": "call_5qkndigr",
          "call_id": "call_5qkndigr",
          "response_item_id": "fc_5qkndigr",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":200,\"offset\":1500,\"path\":\"/tmp/agenttrust-prototype.html\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"  1500|            <li>100,000 verify calls/month</li>\\n  1501|            <li>99.9% uptime SLA</li>\\n  1502|          </ul>\\n  1503|          <a href=\\\"#final\\\" class=\\\"pricing-cta primary\\\">Request Access</a>\\n  1504|        </div>\\n  1505|        <div class=\\\"pricing-card reveal-child\\\" style=\\\"--i:4\\\">\\n  1506|          <h3 class=\\\"pricing-name\\\">Enterprise</h3>\\n  1507|          <div class=\\\"pricing-price\\\">Custom</div>\\n  1508|          <ul class=\\\"pricing-features\\\">\\n  1509|            <li>Unlimited identities</li>\\n  1510|            <li>Dedicated HSMs for key storage</li>\\n  1511|            <li>On-premise deployment option</li>\\n  1512|            <li>Custom compliance frameworks (SOC 2, ISO 27001, GDPR)</li>\\n  1513|            <li>Dedicated solutions architect</li>\\n  1514|            <li>99.99% SLA</li>\\n  1515|            <li>Unlimited verify calls</li>\\n  1516|            <li>Audit log export (S3/GCS)</li>\\n  1517|          </ul>\\n  1518|          <a href=\\\"#final\\\" class=\\\"pricing-cta ghost\\\">Contact Sales</a>\\n  1519|        </div>\\n  1520|      </div>\\n  1521|    </div>\\n  1522|\\n  1523|    <div class=\\\"scroll-indicator\\\">\\n  1524|      <span>Scroll</span>\\n  1525|      <svg viewBox=\\\"0 0 24 24\\\"><path d=\\\"M6 9l6 6 6-6\\\"/></svg>\\n  1526|    </div>\\n  1527|  </section>\\n  1528|\\n  1529|  <!-- ============================================================\\n  1530|       SECTION 6: FINAL CTA\\n  1531|       ============================================================ -->\\n  1532|  <section id=\\\"final\\\" class=\\\"section section-alt\\\">\\n  1533|    <div class=\\\"section-inner cta-final reveal\\\">\\n  1534|      <span class=\\\"eyebrow reveal-child\\\" style=\\\"--i:0\\\">Integrate</span>\\n  1535|      <h2 class=\\\"section-headline reveal-child\\\" style=\\\"--i:1\\\">Add cryptographic trust to your agent infrastructure.</h2>\\n  1536|      <p class=\\\"subhead reveal-child\\\" style=\\\"--i:2\\\">One REST call. Ed25519 signatures. Falsification-proof mandates. Deploy in hours.</p>\\n  1537|      <a href=\\\"#simulator\\\" class=\\\"btn-pill reveal-child\\\" style=\\\"--i:3\\\">Request API Access</a>\\n  1538|    </div>\\n  1539|  </section>\\n  1540|\\n  1541|  <!-- ============================================================\\n  1542|       INTERACTIVITY\\n  1543|       ============================================================ -->\\n  1544|  <script>\\n  1545|    (function() {\\n  1546|      'use strict';\\n  1547|\\n  1548|      // ==========================================================\\n  1549|      // Scroll-triggered reveal animations via IntersectionObserver\\n  1550|      // ==========================================================\\n  1551|      const revealObserver = new IntersectionObserver((entries) => {\\n  1552|        entries.forEach(entry => {\\n  1553|          if (entry.isIntersecting) {\\n  1554|            entry.target.classList.add('revealed');\\n  1555|            revealObserver.unobserve(entry.target);\\n  1556|          }\\n  1557|        });\\n  1558|      }, { threshold: 0.15 });\\n  1559|\\n  1560|      document.querySelectorAll('.reveal').forEach(el => revealObserver.observe(el));\\n  1561|\\n  1562|      // ==========================================================\\n  1563|      // Smooth scroll for anchor links (already via CSS, but ensure\\n  1564|      // consistent behavior across browsers and avoid snap conflicts)\\n  1565|      // ==========================================================\\n  1566|      document.querySelectorAll('a[href^=\\\"#\\\"]').forEach(link => {\\n  1567|        link.addEventListener('click', (e) => {\\n  1568|          const target = document.querySelector(link.getAttribute('href'));\\n  1569|          if (target) {\\n  1570|            e.preventDefault();\\n  1571|            target.scrollIntoView({ behavior: 'smooth' });\\n  1572|          }\\n  1573|        });\\n  1574|      });\\n  1575|\\n  1576|      // ==========================================================\\n  1577|      // Mandate Simulator State & Risk Logic\\n  1578|      // ==========================================================\\n  1579|      const els = {\\n  1580|        name: document.getElementById('agent-name'),\\n  1581|        operator: document.getElementById('operator'),\\n  1582|        limit: document.getElementById('spend-limit'),\\n  1583|        limitDisplay: document.getElementById('spend-value'),\\n  1584|        info: document.getElementById('perm-info'),\\n  1585|        negotiate: document.getElementById('perm-negotiate'),\\n  1586|        order: document.getElementById('perm-order'),\\n  1587|        sign: document.getElementById('perm-sign'),\\n  1588|        approval: document.getElementById('perm-approval'),\\n  1589|        panelRisk: document.getElementById('panel-risk'),\\n  1590|        sim: {\\n  1591|          name: document.getElementById('sim-name'),\\n  1592|          operator: document.getElementById('sim-operator'),\\n  1593|          authority: document.getElementById('sim-authority'),\\n  1594|          status: document.getElementById('sim-status'),\\n  1595|          liability: document.getElementById('sim-liability'),\\n  1596|          perms: document.getElementById('sim-perms'),\\n  1597|          limit: document.getElementById('sim-limit'),\\n  1598|          risk: document.getElementById('sim-risk')\\n  1599|        },\\n  1600|        hero: {\\n  1601|          name: document.getElementById('hero-name'),\\n  1602|          operator: document.getElementById('hero-operator'),\\n  1603|          authority: document.getElementById('hero-authority'),\\n  1604|          perms: document.getElementById('hero-perms'),\\n  1605|          limit: document.getElementById('hero-limit'),\\n  1606|          risk: document.getElementById('hero-risk')\\n  1607|        },\\n  1608|        api: {\\n  1609|          request: document.querySelector('#api-request pre'),\\n  1610|          response: document.querySelector('#api-response pre')\\n  1611|        }\\n  1612|      };\\n  1613|\\n  1614|      const permissionLabels = {\\n  1615|        info: 'request info',\\n  1616|        negotiate: 'negotiate',\\n  1617|        order: 'order',\\n  1618|        sign: 'sign',\\n  1619|        approval: 'human approval'\\n  1620|      };\\n  1621|\\n  1622|      const formatCurrency = (n) => '€' + n.toLocaleString('en-US');\\n  1623|\\n  1624|      function computeRisk(perms, limit) {\\n  1625|        // Risk rules:\\n  1626|        // HIGH = contract signing OR spend > 5000\\n  1627|        // MEDIUM = ordering OR (negotiate + spend > 5000)\\n  1628|        // LOW  = limited perms + spend <= 5000\\n  1629|        if (perms.sign || limit > 5000) return 'high';\\n  1630|        if (perms.order || (perms.negotiate && limit > 5000)) return 'medium';\\n  1631|        return 'low';\\n  1632|      }\\n  1633|\\n  1634|      function authorityLevel(perms) {\\n  1635|        if (perms.sign) return 'Full';\\n  1636|        if (perms.order) return 'Transactional';\\n  1637|        if (perms.negotiate) return 'Limited';\\n  1638|        return 'Restricted';\\n  1639|      }\\n  1640|\\n  1641|      function updateBadge(badge, level) {\\n  1642|        badge.classList.remove('low', 'medium', 'high');\\n  1643|        badge.classList.add(level);\\n  1644|        badge.textContent = level.toUpperCase();\\n  1645|      }\\n  1646|\\n  1647|      function renderPermPills(container, perms) {\\n  1648|        container.innerHTML = '';\\n  1649|        const order = ['info', 'negotiate', 'order', 'sign', 'approval'];\\n  1650|        order.forEach(key => {\\n  1651|          const pill = document.createElement('span');\\n  1652|          pill.className = 'perm-pill' + (perms[key] ? '' : ' inactive');\\n  1653|          pill.textContent = permissionLabels[key];\\n  1654|          container.appendChild(pill);\\n  1655|        });\\n  1656|      }\\n  1657|\\n  1658|      // ==========================================================\\n  1659|      // Live API Reference Panel Renderer\\n  1660|      // ==========================================================\\n  1661|      function escapeHtml(str) {\\n  1662|        return String(str).replace(/[&<>\\\"']/g, (m) => ({\\n  1663|          '&': '&amp;', '<': '&lt;', '>': '&gt;', '\\\"': '&quot;', \\\"'\\\": '&#39;'\\n  1664|        })[m]);\\n  1665|      }\\n  1666|\\n  1667|      function span(cls, text) {\\n  1668|        return '\\\\u003cspan class=\\\"' + cls + '\\\"\\\\u003e' + escapeHtml(text) + '\\\\u003c/span\\\\u003e';\\n  1669|      }\\n  1670|\\n  1671|      function syntaxJson(obj, indent) {\\n  1672|        const pad = '  '.repeat(indent);\\n  1673|        const next = '  '.repeat(indent + 1);\\n  1674|        if (Array.isArray(obj)) {\\n  1675|          if (obj.length === 0) return span('code-punct', '[]');\\n  1676|          return span('code-punct', '[\\\\n') +\\n  1677|            obj.map(v => next + syntaxJson(v, indent + 1)).join(span('code-punct', ',\\\\n')) +\\n  1678|            '\\\\n' + pad + span('code-punct', ']');\\n  1679|        }\\n  1680|        if (obj && typeof obj === 'object') {\\n  1681|          const keys = Object.keys(obj);\\n  1682|          if (keys.length === 0) return span('code-punct', '{}');\\n  1683|          return span('code-punct', '{\\\\n') +\\n  1684|            keys.map((k, i) => {\\n  1685|              const comma = i < keys.length - 1 ? span('code-punct', ',') : '';\\n  1686|              return next + span('code-key', '\\\"' + k + '\\\"') + span('code-punct', ': ') + syntaxJson(obj[k], indent + 1) + comma;\\n  1687|            }).join('\\\\n') +\\n  1688|            '\\\\n' + pad + span('code-punct', '}');\\n  1689|        }\\n  1690|        if (typeof obj === 'string') return span('code-string', '\\\"' + obj + '\\\"');\\n  1691|        if (typeof obj === 'number') return span('code-number', String(obj));\\n  1692|        if (typeof obj === 'boolean') return span('code-bool', String(obj));\\n  1693|        return span('code-string', String(obj));\\n  1694|      }\\n  1695|\\n  1696|      function computeAction(perms) {\\n  1697|        if (perms.sign) return 'sign_contract';\\n  1698|        if (perms.order) return 'place_order';\\n  1699|        if (perms.negotiate) return 'negotiate_offer';\\n  1700|\", \"total_lines\": 1834, \"file_size\": 60310, \"truncated\": true, \"hint\": \"Use offset=1700 to continue reading (showing 1500-1699 of 1834 lines)\", \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_5qkndigr"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "Let me find the header/nav section and the hero section to understand where to add the \"Read Whitepaper\"button.",
      "finish_reason": "tool_calls",
      "reasoning_content": "Let me find the header/nav section and the hero section to understand where to add the \"Read Whitepaper\"button.",
      "tool_calls": [
        {
          "id": "call_hvixz4sp",
          "call_id": "call_hvixz4sp",
          "response_item_id": "fc_hvixz4sp",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":200,\"offset\":1000,\"path\":\"/tmp/agenttrust-prototype.html\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"  1000|\\n  1001|    .pricing-cta.ghost:hover { background: rgba(255, 255, 255, 0.06); }\\n  1002|\\n  1003|    @media (max-width: 900px) {\\n  1004|      .pricing-grid { grid-template-columns: 1fr; }\\n  1005|    }\\n  1006|\\n  1007|    /* ============================================================\\n  1008|       API REFERENCE PANEL — live-updating code block\\n  1009|       ============================================================ */\\n  1010|    .api-reference {\\n  1011|      margin-top: 48px;\\n  1012|    }\\n  1013|\\n  1014|    .api-reference-title {\\n  1015|      font-family: var(--font-mono);\\n  1016|      font-size: 0.7rem;\\n  1017|      font-weight: 600;\\n  1018|      text-transform: uppercase;\\n  1019|      letter-spacing: 0.18em;\\n  1020|      color: var(--text-muted);\\n  1021|      margin-bottom: 16px;\\n  1022|    }\\n  1023|\\n  1024|    .code-block {\\n  1025|      background: #0d1117;\\n  1026|      border: 1px solid var(--border-standard);\\n  1027|      border-radius: var(--radius-md);\\n  1028|      padding: 22px 26px;\\n  1029|      font-family: var(--font-mono);\\n  1030|      font-size: 0.8rem;\\n  1031|      line-height: 1.6;\\n  1032|      overflow-x: auto;\\n  1033|      box-shadow: 0 4px 16px var(--shadow-black), inset 0 0 0 1px rgba(255, 255, 255, 0.02);\\n  1034|    }\\n  1035|\\n  1036|    .code-block + .code-block {\\n  1037|      margin-top: 18px;\\n  1038|    }\\n  1039|\\n  1040|    .code-block pre {\\n  1041|      margin: 0;\\n  1042|      white-space: pre;\\n  1043|      word-wrap: normal;\\n  1044|    }\\n  1045|\\n  1046|    .code-block .code-meta {\\n  1047|      color: var(--text-muted);\\n  1048|    }\\n  1049|\\n  1050|    .code-block .code-key {\\n  1051|      color: #7ee787;\\n  1052|    }\\n  1053|\\n  1054|    .code-block .code-string {\\n  1055|      color: #a5d6ff;\\n  1056|    }\\n  1057|\\n  1058|    .code-block .code-number,\\n  1059|    .code-block .code-bool {\\n  1060|      color: #79c0ff;\\n  1061|    }\\n  1062|\\n  1063|    .code-block .code-punct {\\n  1064|      color: rgba(255, 255, 255, 0.45);\\n  1065|    }\\n  1066|\\n  1067|    .code-block .code-arrow {\\n  1068|      color: var(--accent-cyan);\\n  1069|      font-weight: 600;\\n  1070|      display: inline-block;\\n  1071|      margin: 10px 0 4px;\\n  1072|    }\\n  1073|\\n  1074|    /* ============================================================\\n  1075|       FINAL CTA — single large cyan pill button\\n  1076|       ============================================================ */\\n  1077|    .cta-final {\\n  1078|      text-align: center;\\n  1079|    }\\n  1080|\\n  1081|    .cta-final .subhead {\\n  1082|      margin-left: auto;\\n  1083|      margin-right: auto;\\n  1084|    }\\n  1085|\\n  1086|    .btn-pill {\\n  1087|      display: inline-flex;\\n  1088|      align-items: center;\\n  1089|      justify-content: center;\\n  1090|      min-height: 56px;\\n  1091|      padding: 0 36px;\\n  1092|      border-radius: var(--radius-sm);\\n  1093|      font-family: var(--font-sans);\\n  1094|      font-size: 0.95rem;\\n  1095|      font-weight: 600;\\n  1096|      text-decoration: none;\\n  1097|      cursor: pointer;\\n  1098|      border: none;\\n  1099|      background: var(--accent-cyan);\\n  1100|      color: var(--bg-void);\\n  1101|      box-shadow: 0 0 0 1px rgba(0, 229, 255, 0.25),\\n  1102|                  0 4px 16px var(--shadow-cyan),\\n  1103|                  0 10px 32px rgba(0, 229, 255, 0.16);\\n  1104|      transition: transform 0.2s var(--reveal-ease), box-shadow 0.2s ease, background-color 0.2s ease;\\n  1105|    }\\n  1106|\\n  1107|    .btn-pill:hover {\\n  1108|      transform: translateY(-2px);\\n  1109|      background: var(--accent-cyan-hover);\\n  1110|      box-shadow: 0 0 0 1px rgba(0, 229, 255, 0.35),\\n  1111|                  0 6px 20px rgba(0, 229, 255, 0.1),\\n  1112|                  0 14px 40px rgba(0, 229, 255, 0.2);\\n  1113|    }\\n  1114|\\n  1115|    /* ============================================================\\n  1116|       REVEAL ANIMATIONS — scroll-triggered (Strukata DNA)\\n  1117|       ============================================================ */\\n  1118|    .reveal {\\n  1119|      opacity: 0;\\n  1120|      transform: translateY(24px);\\n  1121|      transition: opacity var(--reveal-duration) var(--reveal-ease),\\n  1122|                  transform var(--reveal-duration) var(--reveal-ease);\\n  1123|    }\\n  1124|\\n  1125|    .reveal.revealed {\\n  1126|      opacity: 1;\\n  1127|      transform: translateY(0);\\n  1128|    }\\n  1129|\\n  1130|    .reveal-child {\\n  1131|      opacity: 0;\\n  1132|      transform: translateY(24px);\\n  1133|      transition: opacity var(--reveal-duration) var(--reveal-ease),\\n  1134|                  transform var(--reveal-duration) var(--reveal-ease);\\n  1135|      transition-delay: calc(var(--i, 0) * var(--stagger));\\n  1136|    }\\n  1137|\\n  1138|    .revealed .reveal-child,\\n  1139|    .reveal-child.revealed {\\n  1140|      opacity: 1;\\n  1141|      transform: translateY(0);\\n  1142|    }\\n  1143|\\n  1144|    /* Hero content should already be visible on load (no scroll needed) */\\n  1145|    .hero-content .reveal,\\n  1146|    .hero-content .reveal-child {\\n  1147|      opacity: 1;\\n  1148|      transform: translateY(0);\\n  1149|    }\\n  1150|\\n  1151|    /* ============================================================\\n  1152|       MOBILE REFINEMENTS\\n  1153|       ============================================================ */\\n  1154|    @media (max-width: 640px) {\\n  1155|      .hero-headline { font-size: clamp(2rem, 10vw, 2.8rem); }\\n  1156|      .section-headline { font-size: clamp(1.6rem, 7vw, 2.2rem); }\\n  1157|      .subhead { font-size: 1rem; }\\n  1158|      .btn-group { width: 100%; }\\n  1159|      .btn, .btn-ghost { flex: 1; min-width: 140px; }\\n  1160|      .panel { padding: 22px; }\\n  1161|      .pricing-card { padding: 24px; }\\n  1162|    }\\n  1163|  </style>\\n  1164|</head>\\n  1165|<body>\\n  1166|\\n  1167|  <!-- ============================================================\\n  1168|       FIXED HEADER — mix-blend-mode difference\\n  1169|       ============================================================ -->\\n  1170|  <header class=\\\"header\\\">\\n  1171|    <a href=\\\"#hero\\\" class=\\\"logo\\\">AgentTrust</a>\\n  1172|    <a href=\\\"#final\\\" class=\\\"nav-cta\\\">Request Access</a>\\n  1173|  </header>\\n  1174|\\n  1175|  <!-- ============================================================\\n  1176|       SECTION 1: HERO\\n  1177|       ============================================================ -->\\n  1178|  <section id=\\\"hero\\\" class=\\\"section section-dark\\\">\\n  1179|    <div class=\\\"section-inner hero-grid\\\">\\n  1180|      <div class=\\\"hero-content\\\">\\n  1181|        <span class=\\\"eyebrow\\\">Agent Identity & Authorization Protocol</span>\\n  1182|        <h1 class=\\\"hero-headline\\\">Cryptographic Trust for Autonomous Agents</h1>\\n  1183|        <p class=\\\"subhead\\\">A PKI-based identity and mandate protocol. Agents present signed JWTs. Counterparties verify in real time via REST API. Ed25519 signatures. Falsification-proof.</p>\\n  1184|        <div class=\\\"btn-group\\\">\\n  1185|          <a href=\\\"#simulator\\\" class=\\\"btn\\\">View Protocol Spec</a>\\n  1186|          <a href=\\\"#simulator\\\" class=\\\"btn-ghost\\\">Simulate Mandate</a>\\n  1187|        </div>\\n  1188|      </div>\\n  1189|      <div class=\\\"hero-passport-wrap\\\">\\n  1190|        <!-- Hero passport card: updated live by simulator -->\\n  1191|        <div class=\\\"passport\\\" id=\\\"hero-passport\\\">\\n  1192|          <div class=\\\"passport-header\\\">\\n  1193|            <div class=\\\"passport-title\\\">\\n  1194|              <svg class=\\\"passport-icon\\\" viewBox=\\\"0 0 28 28\\\" aria-hidden=\\\"true\\\">\\n  1195|                <path d=\\\"M14 2L4 7v14l10 5 10-5V7L14 2z\\\"/>\\n  1196|                <path d=\\\"M14 2v20\\\"/>\\n  1197|                <path d=\\\"M4 7l10 5 10-5\\\"/>\\n  1198|                <path d=\\\"M8 9.5v9l6 3\\\"/>\\n  1199|              </svg>\\n  1200|\", \"total_lines\": 1834, \"file_size\": 60310, \"truncated\": true, \"hint\": \"Use offset=1200 to continue reading (showing 1000-1199 of 1834 lines)\", \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_hvixz4sp"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "I now have a good understanding of the site structure. I need to:\n\n1. Add a \"Read Whitepaper\" button in the hero section (next to \"View Protocol Spec\" and \"Simulate Mandate\")\n2. Add a new section for the whitepaper content\n3. The whitepaper content should be embedded in the page\n\nLet me read the rest of the HTML to understand the full structure, then I'll delegate the coding to a sub-agent.\n\nLet me read the sections to understand the full layout:",
      "finish_reason": "tool_calls",
      "reasoning_content": "I now have a good understanding of the site structure. I need to:\n\n1. Add a \"Read Whitepaper\" button in the hero section (next to \"View Protocol Spec\" and \"Simulate Mandate\")\n2. Add a new section for the whitepaper content\n3. The whitepaper content should be embedded in the page\n\nLet me read the rest of the HTML to understand the full structure, then I'll delegate the coding to a sub-agent.\n\nLet me read the sections to understand the full layout:",
      "tool_calls": [
        {
          "id": "call_n1u9833c",
          "call_id": "call_n1u9833c",
          "response_item_id": "fc_n1u9833c",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":200,\"offset\":1200,\"path\":\"/tmp/agenttrust-prototype.html\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"  1200|              AgentTrust Passport\\n  1201|            </div>\\n  1202|            <span class=\\\"status-badge\\\">Verified</span>\\n  1203|          </div>\\n  1204|          <div class=\\\"passport-body\\\">\\n  1205|            <div class=\\\"passport-row\\\">\\n  1206|              <span class=\\\"passport-label\\\">Agent</span>\\n  1207|              <span class=\\\"passport-value\\\" id=\\\"hero-name\\\">ProcurementBot-42</span>\\n  1208|            </div>\\n  1209|            <div class=\\\"passport-row\\\">\\n  1210|              <span class=\\\"passport-label\\\">Operator</span>\\n  1211|              <span class=\\\"passport-value\\\" id=\\\"hero-operator\\\">Ottoman's GmbH</span>\\n  1212|            </div>\\n  1213|            <div class=\\\"passport-row\\\">\\n  1214|              <span class=\\\"passport-label\\\">Authority</span>\\n  1215|              <span class=\\\"passport-value\\\" id=\\\"hero-authority\\\">Limited</span>\\n  1216|            </div>\\n  1217|            <div class=\\\"passport-row\\\">\\n  1218|              <span class=\\\"passport-label\\\">Permissions</span>\\n  1219|              <div class=\\\"passport-perms\\\" id=\\\"hero-perms\\\">\\n  1220|                <span class=\\\"perm-pill\\\">request info</span>\\n  1221|                <span class=\\\"perm-pill\\\">negotiate</span>\\n  1222|              </div>\\n  1223|            </div>\\n  1224|            <div class=\\\"passport-row\\\">\\n  1225|              <span class=\\\"passport-label\\\">Spend Limit</span>\\n  1226|              <span class=\\\"passport-value\\\" id=\\\"hero-limit\\\">€2,500</span>\\n  1227|            </div>\\n  1228|            <div class=\\\"passport-row\\\">\\n  1229|              <span class=\\\"passport-label\\\">Risk</span>\\n  1230|              <span class=\\\"risk-badge low\\\" id=\\\"hero-risk\\\">LOW</span>\\n  1231|            </div>\\n  1232|          </div>\\n  1233|        </div>\\n  1234|      </div>\\n  1235|    </div>\\n  1236|\\n  1237|    <div class=\\\"scroll-indicator\\\">\\n  1238|      <span>Scroll</span>\\n  1239|      <svg viewBox=\\\"0 0 24 24\\\"><path d=\\\"M6 9l6 6 6-6\\\"/></svg>\\n  1240|    </div>\\n  1241|  </section>\\n  1242|\\n  1243|  <!-- ============================================================\\n  1244|       SECTION 2: THE TRUST GAP\\n  1245|       ============================================================ -->\\n  1246|  <section id=\\\"gap\\\" class=\\\"section section-alt\\\">\\n  1247|    <div class=\\\"section-inner reveal\\\">\\n  1248|      <span class=\\\"eyebrow reveal-child\\\" style=\\\"--i:0\\\">Threat Model</span>\\n  1249|      <h2 class=\\\"section-headline reveal-child\\\" style=\\\"--i:1\\\">Without cryptographic identity, autonomous agents are untrustworthy by default.</h2>\\n  1250|\\n  1251|      <div class=\\\"gap-grid\\\">\\n  1252|        <div class=\\\"gap-item reveal-child\\\" style=\\\"--i:2\\\">\\n  1253|          <div class=\\\"gap-number\\\">01</div>\\n  1254|          <h3 class=\\\"gap-title\\\">Unknown Principal</h3>\\n  1255|          <p class=\\\"gap-desc\\\">An agent claiming to represent 'Ottoman's GmbH' cannot prove that binding. No certificate chain. No PKI. The counterparty must trust the claim at face value.</p>\\n  1256|        </div>\\n  1257|        <div class=\\\"gap-item reveal-child\\\" style=\\\"--i:3\\\">\\n  1258|          <div class=\\\"gap-number\\\">02</div>\\n  1259|          <h3 class=\\\"gap-title\\\">Unclear Authority</h3>\\n  1260|          <p class=\\\"gap-desc\\\">Even if identity were known, the agent's scope of authority is unverifiable. No signed mandate exists. The counterparty cannot determine whether a €5,000 order is authorized or rogue.</p>\\n  1261|        </div>\\n  1262|        <div class=\\\"gap-item reveal-child\\\" style=\\\"--i:4\\\">\\n  1263|          <div class=\\\"gap-number\\\">03</div>\\n  1264|          <h3 class=\\\"gap-title\\\">Liability Gap</h3>\\n  1265|          <p class=\\\"gap-desc\\\">When an unauthorized agent causes damage — a fraudulent order, a bad contract — there is no cryptographic paper trail linking the action to a legal entity. Liability is unassignable.</p>\\n  1266|        </div>\\n  1267|        <div class=\\\"gap-item reveal-child\\\" style=\\\"--i:5\\\">\\n  1268|          <div class=\\\"gap-number\\\">04</div>\\n  1269|          <h3 class=\\\"gap-title\\\">No Audit Trail</h3>\\n  1270|          <p class=\\\"gap-desc\\\">Agent actions leave no signed, verifiable log. Post-incident forensics are impossible. Regulators cannot reconstruct what happened. Compliance fails.</p>\\n  1271|        </div>\\n  1272|      </div>\\n  1273|    </div>\\n  1274|\\n  1275|    <div class=\\\"scroll-indicator\\\">\\n  1276|      <span>Scroll</span>\\n  1277|      <svg viewBox=\\\"0 0 24 24\\\"><path d=\\\"M6 9l6 6 6-6\\\"/></svg>\\n  1278|    </div>\\n  1279|  </section>\\n  1280|\\n  1281|  <!-- ============================================================\\n  1282|       SECTION 3: HOW IT WORKS\\n  1283|       ============================================================ -->\\n  1284|  <section id=\\\"how\\\" class=\\\"section section-dark\\\">\\n  1285|    <div class=\\\"section-inner reveal\\\">\\n  1286|      <span class=\\\"eyebrow reveal-child\\\" style=\\\"--i:0\\\">Protocol</span>\\n  1287|      <h2 class=\\\"section-headline reveal-child\\\" style=\\\"--i:1\\\">AgentTrust Protocol — a four-phase cryptographic handshake</h2>\\n  1288|\\n  1289|      <div class=\\\"flow\\\">\\n  1290|        <svg class=\\\"flow-connector\\\" preserveAspectRatio=\\\"none\\\" viewBox=\\\"0 0 100 1\\\">\\n  1291|          <line x1=\\\"0\\\" y1=\\\"0.5\\\" x2=\\\"100\\\" y2=\\\"0.5\\\"/>\\n  1292|        </svg>\\n  1293|        <div class=\\\"flow-step reveal-child\\\" style=\\\"--i:2\\\">\\n  1294|          <div class=\\\"flow-number\\\"><span>1</span></div>\\n  1295|          <h3 class=\\\"flow-title\\\">Identity Binding</h3>\\n  1296|          <p class=\\\"flow-desc\\\">The operator generates an Ed25519 keypair. The public key is registered on the AgentTrust ledger with organizational metadata (legal name, jurisdiction, tax ID). The agent receives a signed X.509-style identity certificate binding its agent ID to the operator's public key. Certificate validity: configurable TTL, default 90 days.</p>\\n  1297|        </div>\\n  1298|        <div class=\\\"flow-step reveal-child\\\" style=\\\"--i:3\\\">\\n  1299|          <div class=\\\"flow-number\\\"><span>2</span></div>\\n  1300|          <h3 class=\\\"flow-title\\\">Mandate Definition</h3>\\n  1301|          <p class=\\\"flow-desc\\\">The operator authors a machine-readable mandate document (JSON Schema v1.2): permitted actions, spending limits, counterparty restrictions, human-approval thresholds. The mandate is hashed (SHA-256) and signed with the operator's Ed25519 private key. The signature + mandate hash are stored on the AgentTrust registry.</p>\\n  1302|        </div>\\n  1303|        <div class=\\\"flow-step reveal-child\\\" style=\\\"--i:4\\\">\\n  1304|          <div class=\\\"flow-number\\\"><span>3</span></div>\\n  1305|          <h3 class=\\\"flow-title\\\">Agent Presents Proof</h3>\\n  1306|          <p class=\\\"flow-desc\\\">Before acting, the agent constructs a JWT (RFC 7519) containing: agent ID, mandate hash, requested action, timestamp, nonce. The JWT is signed with the agent's delegated Ed25519 key. The agent attaches this as an HTTP header: <code>X-AgentTrust-Passport: &lt;jwt&gt;</code> or includes it in API payloads.</p>\\n  1307|        </div>\\n  1308|        <div class=\\\"flow-step reveal-child\\\" style=\\\"--i:5\\\">\\n  1309|          <div class=\\\"flow-number\\\"><span>4</span></div>\\n  1310|          <h3 class=\\\"flow-title\\\">Counterparty Verifies</h3>\\n  1311|          <p class=\\\"flow-desc\\\">The counterparty calls <code>POST /v1/verify</code> with the JWT. AgentTrust resolves the agent identity, validates the Ed25519 signature, checks the mandate hash against the registry, verifies the action is within scope, confirms the spending limit, and returns a signed verification token. Response time: &lt;100ms p99. The counterparty never needs to trust the agent — only the AgentTrust public key.</p>\\n  1312|        </div>\\n  1313|      </div>\\n  1314|    </div>\\n  1315|\\n  1316|    <div class=\\\"scroll-indicator\\\">\\n  1317|      <span>Scroll</span>\\n  1318|      <svg viewBox=\\\"0 0 24 24\\\"><path d=\\\"M6 9l6 6 6-6\\\"/></svg>\\n  1319|    </div>\\n  1320|  </section>\\n  1321|\\n  1322|  <!-- ============================================================\\n  1323|       SECTION 4: MANDATE SIMULATOR (CENTERPIECE)\\n  1324|       ============================================================ -->\\n  1325|  <section id=\\\"simulator\\\" class=\\\"section section-alt\\\">\\n  1326|    <div class=\\\"section-inner reveal\\\">\\n  1327|      <span class=\\\"eyebrow reveal-child\\\" style=\\\"--i:0\\\">Interactive Demo</span>\\n  1328|      <h2 class=\\\"section-headline reveal-child\\\" style=\\\"--i:1\\\">Simulate an Agent Mandate</h2>\\n  1329|\\n  1330|      <div class=\\\"simulator-grid\\\">\\n  1331|        <!-- LEFT: Controls -->\\n  1332|        <div class=\\\"panel reveal-child\\\" style=\\\"--i:2\\\">\\n  1333|          <div class=\\\"panel-title\\\">Mandate Controls</div>\\n  1334|\\n  1335|          <div class=\\\"field\\\">\\n  1336|            <label class=\\\"field-label\\\" for=\\\"agent-name\\\">Agent Name</label>\\n  1337|            <input class=\\\"input\\\" id=\\\"agent-name\\\" type=\\\"text\\\" value=\\\"ProcurementBot-42\\\" autocomplete=\\\"off\\\">\\n  1338|          </div>\\n  1339|\\n  1340|          <div class=\\\"field\\\">\\n  1341|            <label class=\\\"field-label\\\" for=\\\"operator\\\">Operator</label>\\n  1342|            <input class=\\\"input\\\" id=\\\"operator\\\" type=\\\"text\\\" value=\\\"Ottoman's GmbH\\\" autocomplete=\\\"off\\\">\\n  1343|          </div>\\n  1344|\\n  1345|          <div class=\\\"field\\\">\\n  1346|            <label class=\\\"field-label\\\" for=\\\"spend-limit\\\">Spending Limit</label>\\n  1347|            <div class=\\\"slider-wrap\\\">\\n  1348|              <input class=\\\"slider\\\" id=\\\"spend-limit\\\" type=\\\"range\\\" min=\\\"0\\\" max=\\\"10000\\\" step=\\\"100\\\" value=\\\"2500\\\">\\n  1349|              <span class=\\\"slider-value\\\" id=\\\"spend-value\\\">€2,500</span>\\n  1350|            </div>\\n  1351|          </div>\\n  1352|\\n  1353|          <div class=\\\"toggle-list\\\">\\n  1354|            <div class=\\\"toggle-item\\\">\\n  1355|              <span class=\\\"toggle-label\\\">Request information</span>\\n  1356|              <label class=\\\"toggle\\\">\\n  1357|                <input type=\\\"checkbox\\\" id=\\\"perm-info\\\" checked>\\n  1358|                <span class=\\\"toggle-track\\\"><span class=\\\"toggle-knob\\\"></span></span>\\n  1359|              </label>\\n  1360|            </div>\\n  1361|            <div class=\\\"toggle-item\\\">\\n  1362|              <span class=\\\"toggle-label\\\">Negotiate offers</span>\\n  1363|              <label class=\\\"toggle\\\">\\n  1364|                <input type=\\\"checkbox\\\" id=\\\"perm-negotiate\\\" checked>\\n  1365|                <span class=\\\"toggle-track\\\"><span class=\\\"toggle-knob\\\"></span></span>\\n  1366|              </label>\\n  1367|            </div>\\n  1368|            <div class=\\\"toggle-item\\\">\\n  1369|              <span class=\\\"toggle-label\\\">Place orders</span>\\n  1370|              <label class=\\\"toggle\\\">\\n  1371|                <input type=\\\"checkbox\\\" id=\\\"perm-order\\\">\\n  1372|                <span class=\\\"toggle-track\\\"><span class=\\\"toggle-knob\\\"></span></span>\\n  1373|              </label>\\n  1374|            </div>\\n  1375|            <div class=\\\"toggle-item\\\">\\n  1376|              <span class=\\\"toggle-label\\\">Sign contracts</span>\\n  1377|              <label class=\\\"toggle\\\">\\n  1378|                <input type=\\\"checkbox\\\" id=\\\"perm-sign\\\">\\n  1379|                <span class=\\\"toggle-track\\\"><span class=\\\"toggle-knob\\\"></span></span>\\n  1380|              </label>\\n  1381|            </div>\\n  1382|            <div class=\\\"toggle-item\\\">\\n  1383|              <span class=\\\"toggle-label\\\">Human approval above limit</span>\\n  1384|              <label class=\\\"toggle\\\">\\n  1385|                <input type=\\\"checkbox\\\" id=\\\"perm-approval\\\" checked>\\n  1386|                <span class=\\\"toggle-track\\\"><span class=\\\"toggle-knob\\\"></span></span>\\n  1387|              </label>\\n  1388|            </div>\\n  1389|          </div>\\n  1390|\\n  1391|          <div class=\\\"risk-display\\\">\\n  1392|            <span class=\\\"risk-label\\\">Estimated Risk</span>\\n  1393|            <span class=\\\"risk-badge low\\\" id=\\\"panel-risk\\\">LOW</span>\\n  1394|          </div>\\n  1395|        </div>\\n  1396|\\n  1397|        <!-- RIGHT: Live Passport Preview -->\\n  1398|        <div class=\\\"reveal-child\\\" style=\\\"--i:3\\\">\\n  1399|          <div class=\\\"passport\\\" id=\\\"sim-passport\\\">\\n  1400|\", \"total_lines\": 1834, \"file_size\": 60310, \"truncated\": true, \"hint\": \"Use offset=1400 to continue reading (showing 1200-1399 of 1834 lines)\", \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_n1u9833c"
    },
    {
      "role": "assistant",
      "content": "Gute Struktur verstanden. Ich füge das Whitepaper als neue Section zwischen \"How It Works\" und dem Simulator ein — natürlicher Flow: Theorie → Demo. Plus Button in Header und Hero.",
      "reasoning": "Now I have a good understanding of the structure. The website has:\n\n1. **Header** (line 1170-1173): Logo + \"Request Access\" nav-cta\n2. **Section 1: Hero** (line 1178-1241): Hero with headline, subhead, two buttons (\"View Protocol Spec\" and \"Simulate Mandate\")\n3. **Section 2: The Trust Gap** (line 1246-1279)\n4. **Section 3: How It Works** (line 1284-1320)\n5. **Section 4: Mandate Simulator** (line 1325+)\n6. **Section 5: Pricing** (around line 1500)\n7. **Section 6: Final CTA** (line 1532-1539)\n\nI need to:\n1. Add a \"Read Whitepaper\" button in the header next to \"Request Access\"\n2. Add a \"Read Whitepaper\" button in the hero section alongside the existing buttons\n3. Add a new section (or integrate into existing) that embeds the whitepaper content\n4. The whitepaper content should be embedded in the page (or linked as a modal/scroll section)\n\nSince the user said \"Bau das paper in die Website ein mit Button Read Whitepaper\", I'll:\n- Add a \"Read Whitepaper\" button in the header and hero\n- Add a new section (section 7 or between existing sections) that contains the whitepaper content, styled to match the design system\n- The button scrolls to that section\n\nLet me plan the integration:\n\n1. **Header**: Add a second nav-cta \"Whitepaper\" next to \"Request Access\"\n2. **Hero buttons**: Add a third button \"Read Whitepaper\" (btn-ghost style) \n3. **New section**: Insert a new section after the Final CTA (or before it) with the whitepaper content, styled with the existing design tokens\n\nActually, looking at the structure, I think the best approach is:\n- Add the whitepaper as a new section between the simulator and pricing, or after the final CTA\n- Style it with the existing design system\n- The whitepaper content should be condensed for web display (the full markdown is 8.5KB, too much for a single page section)\n\nLet me create a condensed web version of the whitepaper and integrate it. I'll add it as a new section after the simulator (section 4) and before pricing (section 5), or I could replace/adjust the numbering.\n\nActually, the cleanest approach: add it as a new section between the \"How It Works\" (section 3) and the \"Simulator\" (section 4). The whitepaper provides the theoretical foundation, then the simulator shows it in action. That's a natural flow.\n\nLet me delegate this to the coding sub-agent since it involves significant HTML/CSS/JS editing.",
      "finish_reason": "tool_calls",
      "reasoning_content": "Now I have a good understanding of the structure. The website has:\n\n1. **Header** (line 1170-1173): Logo + \"Request Access\" nav-cta\n2. **Section 1: Hero** (line 1178-1241): Hero with headline, subhead, two buttons (\"View Protocol Spec\" and \"Simulate Mandate\")\n3. **Section 2: The Trust Gap** (line 1246-1279)\n4. **Section 3: How It Works** (line 1284-1320)\n5. **Section 4: Mandate Simulator** (line 1325+)\n6. **Section 5: Pricing** (around line 1500)\n7. **Section 6: Final CTA** (line 1532-1539)\n\nI need to:\n1. Add a \"Read Whitepaper\" button in the header next to \"Request Access\"\n2. Add a \"Read Whitepaper\" button in the hero section alongside the existing buttons\n3. Add a new section (or integrate into existing) that embeds the whitepaper content\n4. The whitepaper content should be embedded in the page (or linked as a modal/scroll section)\n\nSince the user said \"Bau das paper in die Website ein mit Button Read Whitepaper\", I'll:\n- Add a \"Read Whitepaper\" button in the header and hero\n- Add a new section (section 7 or between existing sections) that contains the whitepaper content, styled to match the design system\n- The button scrolls to that section\n\nLet me plan the integration:\n\n1. **Header**: Add a second nav-cta \"Whitepaper\" next to \"Request Access\"\n2. **Hero buttons**: Add a third button \"Read Whitepaper\" (btn-ghost style) \n3. **New section**: Insert a new section after the Final CTA (or before it) with the whitepaper content, styled with the existing design tokens\n\nActually, looking at the structure, I think the best approach is:\n- Add the whitepaper as a new section between the simulator and pricing, or after the final CTA\n- Style it with the existing design system\n- The whitepaper content should be condensed for web display (the full markdown is 8.5KB, too much for a single page section)\n\nLet me create a condensed web version of the whitepaper and integrate it. I'll add it as a new section after the simulator (section 4) and before pricing (section 5), or I could replace/adjust the numbering.\n\nActually, the cleanest approach: add it as a new section between the \"How It Works\" (section 3) and the \"Simulator\" (section 4). The whitepaper provides the theoretical foundation, then the simulator shows it in action. That's a natural flow.\n\nLet me delegate this to the coding sub-agent since it involves significant HTML/CSS/JS editing.",
      "tool_calls": [
        {
          "id": "call_gh4nw9zk",
          "call_id": "call_gh4nw9zk",
          "response_item_id": "fc_gh4nw9zk",
          "type": "function",
          "function": {
            "name": "delegate_task",
            "arguments": "{\"context\":\"Edit the file /tmp/agenttrust-prototype.html to integrate the whitepaper. The file is a single-file HTML prototype (1834 lines, ~60KB) with a dark-themed design system.\\n\\n## What to do:\\n\\n### 1. Add \\\"Whitepaper\\\" button in the header (line 1172 area)\\nNext to the existing \\\"Request Access\\\" nav-cta, add a second nav-cta link:\\n```html\\n\\u003ca href=\\\"#whitepaper\\\" class=\\\"nav-cta\\\"\\u003eWhitepaper\\u003c/a\\u003e\\n```\\n\\n### 2. Add \\\"Read Whitepaper\\\" button in the hero (line 1185-1187 area)\\nIn the btn-group div, add a third button:\\n```html\\n\\u003ca href=\\\"#whitepaper\\\" class=\\\"btn-ghost\\\"\\u003eRead Whitepaper\\u003c/a\\u003e\\n```\\n\\n### 3. Insert a new section \\\"Whitepaper\\\" between Section 3 (\\\"How It Works\\\", ends around line 1320) and Section 4 (\\\"Simulator\\\", starts line 1325)\\n\\nThe new section should:\\n- Use `section-alt` background\\n- Have id=\\\"whitepaper\\\"\\n- Contain a condensed, web-formatted version of the whitepaper content\\n- Use the existing design tokens (--bg-void, --text-primary, --text-secondary, --accent-cyan, etc.)\\n- Match the existing typography (eyebrow, section-headline, subhead)\\n- Include the references as small footnotes\\n\\n### Whitepaper content (condensed for web):\\n\\n**Eyebrow**: \\\"White Paper v1.0 — June 2026\\\"\\n\\n**Headline**: \\\"AgentTrust: Cryptographic Identity Infrastructure for Autonomous AI Agents\\\"\\n\\n**Subhead**: \\\"A three-layer PKI architecture addressing the identity gap in the agent economy. Ed25519 signatures. Signed JWTs. Falsification-proof mandates.\\\"\\n\\nThen three subsections styled like the existing \\\"gap-grid\\\" or \\\"flow\\\" patterns:\\n\\n**Subsection 1: \\\"The Identity Gap\\\"**\\n- A2A and MCP solve communication, not agent identity\\n- Agent Cards are self-asserted JSON — no cryptographic binding\\n- 44% of financial experts identify agentic AI as top systemic risk (2025)\\n- EU AI Act mandates traceability; liability chains collapse without cryptographic proof\\n\\n**Subsection 2: \\\"Three-Layer Architecture\\\"**\\nUse a visual stack (like the flow steps but vertical/horizontal cards):\\n\\nLayer 1 — Agent Identity (Ed25519 PKI): Public key IS the identity. X.509-style certificate binds key to operator metadata.\\n\\nLayer 2 — Agent Mandate (Signed JWT / RFC 7519): Human principal signs a JWT specifying scope, spending limits, validity, delegation depth, liability anchor. The cryptographic answer to \\\"who authorized this?\\\"\\n\\nLayer 3 — Agent Passport (X-AgentTrust-Passport Header): Certificate + Mandate JWT + Request Signature. Verification: 3 Ed25519 checks, ~150 microseconds.\\n\\n**Subsection 3: \\\"Complementary, Not Competitive\\\"**\\nA comparison showing how AgentTrust fits with A2A, MCP, OAuth 2.0, SPIFFE — not replacing them but adding the identity layer they lack.\\n\\n**References** (small text at bottom):\\n[1] Google/LF — A2A Protocol (github.com/a2aproject/A2A)\\n[2] Anthropic/LF — MCP (modelcontextprotocol.io)\\n[3] A2A Spec v0.3.0 §4.5, §4.4.7, §7\\n[4] EU AI Act (Regulation 2024/1689)\\n[5] Wikipedia: AI agent — Autonomous capabilities\\n[6] IETF RFC 7519 (JWT), RFC 8032 (EdDSA)\\n[7] SPIFFE (spiffe.io)\\n\\n### Styling guidelines:\\n- Use existing CSS classes where possible (eyebrow, section-headline, subhead, reveal, reveal-child)\\n- For the three-layer stack, create a new CSS block `.whitepaper-layers` with three cards in a vertical stack or horizontal grid\\n- Each layer card should have: a number (1, 2, 3), a title, and description\\n- Use the existing color palette (--accent-cyan for highlights, --text-secondary for body)\\n- Add a subtle left border accent (--border-cyan-glow) on each layer card\\n- Keep the scroll-snap behavior (section has scroll-snap-align: start)\\n- Add scroll-indicator at bottom of section\\n\\n### Important:\\n- Do NOT break any existing functionality (simulator JS, reveal animations, scroll behavior)\\n- Keep all existing sections and their IDs intact\\n- The new section should be inserted between the closing `\\u003c/section\\u003e` of Section 3 (around line 1320) and the opening `\\u003csection id=\\\"simulator\\\"` of Section 4 (line 1325)\\n- Make sure the HTML is well-formed and all tags close properly\\n- Test by reading back the modified file to verify structure\\n\\nReturn the exact line numbers where changes were made and confirm the file is valid HTML.\",\"goal\":\"Integrate the AgentTrust whitepaper into the existing prototype HTML file. Add \\\"Whitepaper\\\" nav button in header, \\\"Read Whitepaper\\\" button in hero, and a new full section between Section 3 (How It Works) and Section 4 (Simulator) containing the condensed whitepaper content styled to match the existing dark-themed design system.\",\"toolsets\":[\"file\",\"terminal\"]}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "delegate_task",
      "content": "{\"results\": [{\"task_index\": 0, \"status\": \"completed\", \"summary\": \"Done. I integrated the AgentTrust whitepaper into `/tmp/agenttrust-prototype.html`.\\n\\n**What changed:**\\n- **Header (line 1321):** Added a `Whitepaper` nav-cta link next to `Request Access`, wrapped in a `<nav>` flex container.\\n- **Hero (line 1338):** Added a third `Read Whitepaper` btn-ghost button in the hero button group.\\n- **New CSS block (line 1116):** Added `.whitepaper-layers`, `.whitepaper-layer`, `.whitepaper-comparison`, `.whitepaper-refs` and responsive rules using existing design tokens (`--bg-void`, `--accent-cyan`, `--border-cyan-glow`, etc.).\\n- **New section (lines 1477–1561):** Inserted `section#whitepaper.section.section-alt` between Section 3 (`#how`) and Section 4 (`#simulator`). It includes:\\n  - Eyebrow, headline, subhead per spec.\\n  - The Identity Gap subsection.\\n  - Three-Layer Architecture with L1/L2/L3 cards and left cyan-glow border.\\n  - Complementary, Not Competitive comparison table (A2A, MCP, OAuth 2.0, SPIFFE).\\n  - References as small footnotes.\\n\\n**Validation:**\\n- HTML parser check: no unclosed/mismatched tags.\\n- Section order verified: `hero → gap → how → whitepaper → simulator → pricing → final`.\\n- All anchor targets (`#whitepaper`, etc.) resolve to existing IDs.\\n- Section tag counts match (7 open / 7 close).\\n\\n**Files modified:**\\n- `/tmp/agenttrust-prototype.html` only. No new files created.\\n\\n[NOTE: subagent modified files the parent previously read — re-read before editing: /tmp/agenttrust-prototype.html]\", \"api_calls\": 42, \"duration_seconds\": 166.57, \"model\": \"kimi-k2.7-code\", \"exit_reason\": \"completed\", \"tokens\": {\"input\": 1393329, \"output\": 7609}, \"tool_trace\": [{\"tool\": \"read_file\", \"args_bytes\": 53, \"result_bytes\": 7498, \"status\": \"ok\"}, {\"tool\": \"read_file\", \"args_bytes\": 66, \"result_bytes\": 7209, \"status\": \"ok\"}, {\"tool\": \"read_file\", \"args_bytes\": 67, \"result_bytes\": 14222, \"status\": \"ok\"}, {\"tool\": \"read_file\", \"args_bytes\": 67, \"result_bytes\": 17016, \"status\": \"ok\"}, {\"tool\": \"search_files\", \"args_bytes\": 167, \"result_bytes\": 18, \"status\": \"ok\"}, {\"tool\": \"search_files\", \"args_bytes\": 185, \"result_bytes\": 18, \"status\": \"ok\"}, {\"tool\": \"search_files\", \"args_bytes\": 213, \"result_bytes\": 18, \"status\": \"ok\"}, {\"tool\": \"search_files\", \"args_bytes\": 116, \"result_bytes\": 18, \"status\": \"ok\"}, {\"tool\": \"read_file\", \"args_bytes\": 66, \"result_bytes\": 9755, \"status\": \"ok\"}, {\"tool\": \"read_file\", \"args_bytes\": 66, \"result_bytes\": 3556, \"status\": \"ok\"}, {\"tool\": \"read_file\", \"args_bytes\": 66, \"result_bytes\": 4376, \"status\": \"ok\"}, {\"tool\": \"patch\", \"args_bytes\": 4663, \"result_bytes\": 4976, \"status\": \"ok\"}, {\"tool\": \"patch\", \"args_bytes\": 704, \"result_bytes\": 772, \"status\": \"ok\"}, {\"tool\": \"patch\", \"args_bytes\": 695, \"result_bytes\": 588, \"status\": \"ok\"}, {\"tool\": \"patch\", \"args_bytes\": 8804, \"result_bytes\": 7195, \"status\": \"ok\"}, {\"tool\": \"patch\", \"args_bytes\": 444, \"result_bytes\": 70, \"status\": \"error\"}, {\"tool\": \"read_file\", \"args_bytes\": 66, \"result_bytes\": 2312, \"status\": \"ok\"}, {\"tool\": \"search_files\", \"args_bytes\": 241, \"result_bytes\": 18, \"status\": \"ok\"}, {\"tool\": \"search_files\", \"args_bytes\": 222, \"result_bytes\": 18, \"status\": \"ok\"}, {\"tool\": \"read_file\", \"args_bytes\": 66, \"result_bytes\": 2920, \"status\": \"ok\"}, {\"tool\": \"read_file\", \"args_bytes\": 66, \"result_bytes\": 3318, \"status\": \"ok\"}, {\"tool\": \"read_file\", \"args_bytes\": 66, \"result_bytes\": 527, \"status\": \"ok\"}, {\"tool\": \"read_file\", \"args_bytes\": 66, \"result_bytes\": 664, \"status\": \"ok\"}, {\"tool\": \"patch\", \"args_bytes\": 874, \"result_bytes\": 221, \"status\": \"error\"}, {\"tool\": \"read_file\", \"args_bytes\": 66, \"result_bytes\": 4117, \"status\": \"ok\"}, {\"tool\": \"read_file\", \"args_bytes\": 66, \"result_bytes\": 1398, \"status\": \"ok\"}, {\"tool\": \"read_file\", \"args_bytes\": 66, \"result_bytes\": 2764, \"status\": \"ok\"}, {\"tool\": \"read_file\", \"args_bytes\": 66, \"result_bytes\": 1846, \"status\": \"ok\"}, {\"tool\": \"read_file\", \"args_bytes\": 66, \"result_bytes\": 1386, \"status\": \"ok\"}, {\"tool\": \"read_file\", \"args_bytes\": 66, \"result_bytes\": 1105, \"status\": \"ok\"}, {\"tool\": \"patch\", \"args_bytes\": 492, \"result_bytes\": 372, \"status\": \"error\"}, {\"tool\": \"read_file\", \"args_bytes\": 66, \"result_bytes\": 1145, \"status\": \"ok\"}, {\"tool\": \"terminal\", \"args_bytes\": 1764, \"result_bytes\": 143, \"status\": \"ok\"}, {\"tool\": \"terminal\", \"args_bytes\": 154, \"result_bytes\": 391, \"status\": \"ok\"}, {\"tool\": \"terminal\", \"args_bytes\": 626, \"result_bytes\": 214, \"status\": \"ok\"}, {\"tool\": \"read_file\", \"args_bytes\": 66, \"result_bytes\": 1487, \"status\": \"ok\"}, {\"tool\": \"read_file\", \"args_bytes\": 66, \"result_bytes\": 771, \"status\": \"ok\"}, {\"tool\": \"read_file\", \"args_bytes\": 66, \"result_bytes\": 1319, \"status\": \"ok\"}, {\"tool\": \"read_file\", \"args_bytes\": 66, \"result_bytes\": 1524, \"status\": \"ok\"}, {\"tool\": \"terminal\", \"args_bytes\": 147, \"result_bytes\": 49, \"status\": \"error\"}, {\"tool\": \"terminal\", \"args_bytes\": 670, \"result_bytes\": 232, \"status\": \"ok\"}]}], \"total_duration_seconds\": 166.64}",
      "tool_call_id": "call_gh4nw9zk"
    },
    {
      "role": "assistant",
      "content": "Subagent hat's eingebaut. Lass mich kurz verifizieren:",
      "reasoning": "The subagent completed the integration. Let me verify the result by reading key sections of the modified file to make sure everything looks right before reporting to theuser.",
      "finish_reason": "tool_calls",
      "reasoning_content": "The subagent completed the integration. Let me verify the result by reading key sections of the modified file to make sure everything looks right before reporting to theuser.",
      "tool_calls": [
        {
          "id": "call_81w94kdd",
          "call_id": "call_81w94kdd",
          "response_item_id": "fc_81w94kdd",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":30,\"offset\":1315,\"path\":\"/tmp/agenttrust-prototype.html\"}"
          }
        },
        {
          "id": "call_7jzj2qz2",
          "call_id": "call_7jzj2qz2",
          "response_item_id": "fc_7jzj2qz2",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":30,\"offset\":1330,\"path\":\"/tmp/agenttrust-prototype.html\"}"
          }
        },
        {
          "id": "call_5l8nfaom",
          "call_id": "call_5l8nfaom",
          "response_item_id": "fc_5l8nfaom",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":100,\"offset\":1470,\"path\":\"/tmp/agenttrust-prototype.html\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"  1315|  <!-- ============================================================\\n  1316|       FIXED HEADER — mix-blend-mode difference\\n  1317|       ============================================================ -->\\n  1318|  <header class=\\\"header\\\">\\n  1319|    <a href=\\\"#hero\\\" class=\\\"logo\\\">AgentTrust</a>\\n  1320|    <nav style=\\\"display: flex; gap: 10px; align-items: center;\\\">\\n  1321|      <a href=\\\"#whitepaper\\\" class=\\\"nav-cta\\\">Whitepaper</a>\\n  1322|      <a href=\\\"#final\\\" class=\\\"nav-cta\\\">Request Access</a>\\n  1323|    </nav>\\n  1324|  </header>\\n  1325|\\n  1326|  <!-- ============================================================\\n  1327|       SECTION 1: HERO\\n  1328|       ============================================================ -->\\n  1329|  <section id=\\\"hero\\\" class=\\\"section section-dark\\\">\\n  1330|    <div class=\\\"section-inner hero-grid\\\">\\n  1331|      <div class=\\\"hero-content\\\">\\n  1332|        <span class=\\\"eyebrow\\\">Agent Identity & Authorization Protocol</span>\\n  1333|        <h1 class=\\\"hero-headline\\\">Cryptographic Trust for Autonomous Agents</h1>\\n  1334|        <p class=\\\"subhead\\\">A PKI-based identity and mandate protocol. Agents present signed JWTs. Counterparties verify in real time via REST API. Ed25519 signatures. Falsification-proof.</p>\\n  1335|        <div class=\\\"btn-group\\\">\\n  1336|          <a href=\\\"#simulator\\\" class=\\\"btn\\\">View Protocol Spec</a>\\n  1337|          <a href=\\\"#simulator\\\" class=\\\"btn-ghost\\\">Simulate Mandate</a>\\n  1338|          <a href=\\\"#whitepaper\\\" class=\\\"btn-ghost\\\">Read Whitepaper</a>\\n  1339|        </div>\\n  1340|      </div>\\n  1341|      <div class=\\\"hero-passport-wrap\\\">\\n  1342|        <!-- Hero passport card: updated live by simulator -->\\n  1343|        <div class=\\\"passport\\\" id=\\\"hero-passport\\\">\\n  1344|          <div class=\\\"passport-header\\\">\\n  1345|\", \"total_lines\": 2075, \"file_size\": 70836, \"truncated\": true, \"hint\": \"Use offset=1345 to continue reading (showing 1315-1344 of 2075 lines)\", \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_81w94kdd"
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"  1330|    <div class=\\\"section-inner hero-grid\\\">\\n  1331|      <div class=\\\"hero-content\\\">\\n  1332|        <span class=\\\"eyebrow\\\">Agent Identity & Authorization Protocol</span>\\n  1333|        <h1 class=\\\"hero-headline\\\">Cryptographic Trust for Autonomous Agents</h1>\\n  1334|        <p class=\\\"subhead\\\">A PKI-based identity and mandate protocol. Agents present signed JWTs. Counterparties verify in real time via REST API. Ed25519 signatures. Falsification-proof.</p>\\n  1335|        <div class=\\\"btn-group\\\">\\n  1336|          <a href=\\\"#simulator\\\" class=\\\"btn\\\">View Protocol Spec</a>\\n  1337|          <a href=\\\"#simulator\\\" class=\\\"btn-ghost\\\">Simulate Mandate</a>\\n  1338|          <a href=\\\"#whitepaper\\\" class=\\\"btn-ghost\\\">Read Whitepaper</a>\\n  1339|        </div>\\n  1340|      </div>\\n  1341|      <div class=\\\"hero-passport-wrap\\\">\\n  1342|        <!-- Hero passport card: updated live by simulator -->\\n  1343|        <div class=\\\"passport\\\" id=\\\"hero-passport\\\">\\n  1344|          <div class=\\\"passport-header\\\">\\n  1345|            <div class=\\\"passport-title\\\">\\n  1346|              <svg class=\\\"passport-icon\\\" viewBox=\\\"0 0 28 28\\\" aria-hidden=\\\"true\\\">\\n  1347|                <path d=\\\"M14 2L4 7v14l10 5 10-5V7L14 2z\\\"/>\\n  1348|                <path d=\\\"M14 2v20\\\"/>\\n  1349|                <path d=\\\"M4 7l10 5 10-5\\\"/>\\n  1350|                <path d=\\\"M8 9.5v9l6 3\\\"/>\\n  1351|              </svg>\\n  1352|              AgentTrust Passport\\n  1353|            </div>\\n  1354|            <span class=\\\"status-badge\\\">Verified</span>\\n  1355|          </div>\\n  1356|          <div class=\\\"passport-body\\\">\\n  1357|            <div class=\\\"passport-row\\\">\\n  1358|              <span class=\\\"passport-label\\\">Agent</span>\\n  1359|              <span class=\\\"passport-value\\\" id=\\\"hero-name\\\">ProcurementBot-42</span>\\n  1360|\", \"total_lines\": 2075, \"file_size\": 70836, \"truncated\": true, \"hint\": \"Use offset=1360 to continue reading (showing 1330-1359 of 2075 lines)\", \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_7jzj2qz2"
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"  1470|      <svg viewBox=\\\"0 0 24 24\\\"><path d=\\\"M6 9l6 6 6-6\\\"/></svg>\\n  1471|    </div>\\n  1472|  </section>\\n  1473|\\n  1474|  <!-- ============================================================\\n  1475|       SECTION 4: WHITE PAPER (condensed)\\n  1476|       ============================================================ -->\\n  1477|  <section id=\\\"whitepaper\\\" class=\\\"section section-alt\\\">\\n  1478|    <div class=\\\"section-inner reveal\\\">\\n  1479|      <span class=\\\"eyebrow reveal-child\\\" style=\\\"--i:0\\\">White Paper v1.0 — June 2026</span>\\n  1480|      <h2 class=\\\"section-headline reveal-child\\\" style=\\\"--i:1\\\">AgentTrust: Cryptographic Identity Infrastructure for Autonomous AI Agents</h2>\\n  1481|      <p class=\\\"subhead reveal-child\\\" style=\\\"--i:2\\\">A three-layer PKI architecture addressing the identity gap in the agent economy. Ed25519 signatures. Signed JWTs. Falsification-proof mandates.</p>\\n  1482|\\n  1483|      <div class=\\\"whitepaper-body\\\">\\n  1484|        <!-- Identity Gap -->\\n  1485|        <div class=\\\"whitepaper-subsection reveal-child\\\" style=\\\"--i:3\\\">\\n  1486|          <h3 class=\\\"gap-title\\\">The Identity Gap</h3>\\n  1487|          <p class=\\\"gap-desc\\\">A2A and MCP solve how agents communicate — but they do not solve <em>whom</em> the agent represents. Agent Cards are self-asserted JSON with no cryptographic binding to an operator or legal entity. As agentic AI gains autonomy, this gap becomes systemic: 44% of financial experts identify agentic AI as the top emerging systemic risk in 2025, and the EU AI Act already mandates traceability. Without cryptographic proof of identity and authority, liability chains collapse the moment an agent acts outside its intended scope.</p>\\n  1488|        </div>\\n  1489|\\n  1490|        <!-- Three-Layer Architecture -->\\n  1491|        <div class=\\\"whitepaper-subsection reveal-child\\\" style=\\\"--i:4\\\">\\n  1492|          <h3 class=\\\"gap-title\\\">Three-Layer Architecture</h3>\\n  1493|          <div class=\\\"whitepaper-layers\\\">\\n  1494|            <div class=\\\"whitepaper-layer\\\" data-layer=\\\"L1\\\">\\n  1495|              <div class=\\\"whitepaper-layer-title\\\">Agent Identity</div>\\n  1496|              <p class=\\\"whitepaper-layer-desc\\\">Public key IS the identity. The operator generates an Ed25519 keypair; the public key is bound to organizational metadata in an X.509-style certificate. Counterparties authenticate the agent by verifying the certificate signature against a trusted root.</p>\\n  1497|            </div>\\n  1498|            <div class=\\\"whitepaper-layer\\\" data-layer=\\\"L2\\\">\\n  1499|              <div class=\\\"whitepaper-layer-title\\\">Agent Mandate</div>\\n  1500|              <p class=\\\"whitepaper-layer-desc\\\">The human principal signs a JWT <code>RFC 7519</code> defining scope, spending limits, validity window, delegation depth, and liability anchor. The mandate is the cryptographic answer to the question every counterparty must ask: “Who authorized this, and to what extent?”</p>\\n  1501|            </div>\\n  1502|            <div class=\\\"whitepaper-layer\\\" data-layer=\\\"L3\\\">\\n  1503|              <div class=\\\"whitepaper-layer-title\\\">Agent Passport</div>\\n  1504|              <p class=\\\"whitepaper-layer-desc\\\">Each request carries an <code>X-AgentTrust-Passport</code> header containing the certificate, mandate JWT, and request signature. Verification consists of three Ed25519 checks and completes in ~150 microseconds.</p>\\n  1505|            </div>\\n  1506|          </div>\\n  1507|        </div>\\n  1508|\\n  1509|        <!-- Complementary, Not Competitive -->\\n  1510|        <div class=\\\"whitepaper-subsection reveal-child\\\" style=\\\"--i:5\\\">\\n  1511|          <h3 class=\\\"gap-title\\\">Complementary, Not Competitive</h3>\\n  1512|          <p class=\\\"gap-desc\\\" style=\\\"margin-bottom: 20px;\\\">AgentTrust does not replace existing protocols; it supplies the cryptographic identity layer they lack.</p>\\n  1513|          <div class=\\\"whitepaper-comparison\\\">\\n  1514|            <div class=\\\"whitepaper-comparison-row\\\">\\n  1515|              <div class=\\\"whitepaper-comparison-cell whitepaper-comparison-header\\\">Standard / Protocol</div>\\n  1516|              <div class=\\\"whitepaper-comparison-cell whitepaper-comparison-header\\\">What It Solves</div>\\n  1517|              <div class=\\\"whitepaper-comparison-cell whitepaper-comparison-header\\\">AgentTrust Adds</div>\\n  1518|            </div>\\n  1519|            <div class=\\\"whitepaper-comparison-row\\\">\\n  1520|              <div class=\\\"whitepaper-comparison-cell\\\"><strong>A2A</strong> — Agent-to-Agent</div>\\n  1521|              <div class=\\\"whitepaper-comparison-cell\\\">Agent communication, tasks, skills discovery</div>\\n  1522|              <div class=\\\"whitepaper-comparison-cell\\\">Cryptographic proof of the agent’s operator and legal binding</div>\\n  1523|            </div>\\n  1524|            <div class=\\\"whitepaper-comparison-row\\\">\\n  1525|              <div class=\\\"whitepaper-comparison-cell\\\"><strong>MCP</strong> — Model Context Protocol</div>\\n  1526|              <div class=\\\"whitepaper-comparison-cell\\\">Context sharing between models and tools</div>\\n  1527|              <div class=\\\"whitepaper-comparison-cell\\\">Signed, scope-bound authorization for every tool call</div>\\n  1528|            </div>\\n  1529|            <div class=\\\"whitepaper-comparison-row\\\">\\n  1530|              <div class=\\\"whitepaper-comparison-cell\\\"><strong>OAuth 2.0</strong> / OIDC</div>\\n  1531|              <div class=\\\"whitepaper-comparison-cell\\\">Delegated user authorization, bearer tokens</div>\\n  1532|              <div class=\\\"whitepaper-comparison-cell\\\">Non-repudiable, principal-signed mandate with embedded liability anchor</div>\\n  1533|            </div>\\n  1534|            <div class=\\\"whitepaper-comparison-row\\\">\\n  1535|              <div class=\\\"whitepaper-comparison-cell\\\"><strong>SPIFFE/SPIRE</strong></div>\\n  1536|              <div class=\\\"whitepaper-comparison-cell\\\">Workload identity inside an organization</div>\\n  1537|              <div class=\\\"whitepaper-comparison-cell\\\">Cross-organization legal identity, mandate semantics, and spending controls</div>\\n  1538|            </div>\\n  1539|          </div>\\n  1540|        </div>\\n  1541|      </div>\\n  1542|\\n  1543|      <div class=\\\"whitepaper-refs reveal-child\\\" style=\\\"--i:6\\\">\\n  1544|        <div class=\\\"whitepaper-refs-title\\\">References</div>\\n  1545|        <ul class=\\\"whitepaper-refs-list\\\">\\n  1546|          <li>[1] Google/LF — A2A Protocol (github.com/a2aproject/A2A)</li>\\n  1547|          <li>[2] Anthropic/LF — MCP (modelcontextprotocol.io)</li>\\n  1548|          <li>[3] A2A Spec v0.3.0 §4.5, §4.4.7, §7</li>\\n  1549|          <li>[4] EU AI Act (Regulation 2024/1689)</li>\\n  1550|          <li>[5] Wikipedia: AI agent — Autonomous capabilities</li>\\n  1551|          <li>[6] IETF RFC 7519 (JWT), RFC 8032 (EdDSA)</li>\\n  1552|          <li>[7] SPIFFE (spiffe.io)</li>\\n  1553|        </ul>\\n  1554|      </div>\\n  1555|    </div>\\n  1556|\\n  1557|    <div class=\\\"scroll-indicator\\\">\\n  1558|      <span>Scroll</span>\\n  1559|      <svg viewBox=\\\"0 0 24 24\\\"><path d=\\\"M6 9l6 6 6-6\\\"/></svg>\\n  1560|    </div>\\n  1561|  </section>\\n  1562|\\n  1563|  <!-- ============================================================\\n  1564|       SECTION 5: MANDATE SIMULATOR (CENTERPIECE)\\n  1565|       ============================================================ -->\\n  1566|  <section id=\\\"simulator\\\" class=\\\"section section-alt\\\">\\n  1567|    <div class=\\\"section-inner reveal\\\">\\n  1568|      <span class=\\\"eyebrow reveal-child\\\" style=\\\"--i:0\\\">Interactive Demo</span>\\n  1569|      <h2 class=\\\"section-headline reveal-child\\\" style=\\\"--i:1\\\">Simulate an Agent Mandate</h2>\\n  1570|\", \"total_lines\": 2075, \"file_size\": 70836, \"truncated\": true, \"hint\": \"Use offset=1570 to continue reading (showing 1470-1569 of 2075 lines)\", \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_5l8nfaom"
    },
    {
      "role": "assistant",
      "content": "Perfekt integriert, Boss. Hier die Zusammenfassung:\n\n**Änderungen in `/tmp/agenttrust-prototype.html`:**\n\n- **Header** (Line 1321): `Whitepaper` Nav-Button neben `Request Access`\n- **Hero** (Line 1338): `Read Whitepaper` als dritter Button in der btn-group\n- **Neue Section `#whitepaper`** (Lines 1474–1561): Zwischen \"How It Works\" und \"Simulator\" eingefügt\n\n**Section-Inhalt:**\n- Eyebrow: *White Paper v1.0 — June 2026*\n- Headline + Subhead\n- **The Identity Gap** — A2A/MCP-Lücke, 44% Finanzexperten-Risiko, EU AI Act\n- **Three-Layer Architecture** — L1 (Ed25519 PKI), L2 (Signed JWT Mandate), L3 (X-AgentTrust-Passport Header) als gestapelte Cards mit Cyan-Border\n- **Complementary, Not Competitive** — Vergleichstabelle A2A / MCP / OAuth 2.0 / SPIFFE\n- **References** — 7 Quellen als Footnotes\n\n**Section-Flow jetzt:** Hero → Trust Gap → How It Works → **Whitepaper** → Simulator → Pricing → Final CTA\n\nDatei: 2075 Zeilen, 71 KB. Soll ich den Server neustarten damit du's live siehst?",
      "reasoning": "The whitepaper section has been successfully integrated into the prototype. Let me verify the structure is correct:\n\n1. Header: \"Whitepaper\" nav-cta added ✓ (line 1321)\n2. Hero: \"Read Whitepaper\" btn-ghost added ✓ (line 1338)\n3. New section #whitepaper inserted between #how and #simulator ✓ (lines 1474-1561)\n4. Content: Identity Gap, Three-Layer Architecture, Complementary comparison, References ✓\n5. Section order: hero → gap → how → whitepaper → simulator → pricing → final ✓\n\nThe file grew from 1834 to 2075 lines (60KB → 71KB). The design uses existing CSS classes and new `.whitepaper-*` classes. Everything looks well-formed.\n\nNow I should confirm to the user that it's done and offer to serve it.",
      "finish_reason": "stop",
      "reasoning_content": "The whitepaper section has been successfully integrated into the prototype. Let me verify the structure is correct:\n\n1. Header: \"Whitepaper\" nav-cta added ✓ (line 1321)\n2. Hero: \"Read Whitepaper\" btn-ghost added ✓ (line 1338)\n3. New section #whitepaper inserted between #how and #simulator ✓ (lines 1474-1561)\n4. Content: Identity Gap, Three-Layer Architecture, Complementary comparison, References ✓\n5. Section order: hero → gap → how → whitepaper → simulator → pricing → final ✓\n\nThe file grew from 1834 to 2075 lines (60KB → 71KB). The design uses existing CSS classes and new `.whitepaper-*` classes. Everything looks well-formed.\n\nNow I should confirm to the user that it's done and offer to serve it."
    },
    {
      "role": "user",
      "content": "Review the conversation above and update the skill library. Be ACTIVE — most sessions produce at least one skill update, even if small. A pass that does nothing is a missed learning opportunity, not a neutral outcome.\n\nTarget shape of the library: CLASS-LEVEL skills, each with a rich SKILL.md and a `references/` directory for session-specific detail. Not a long flat list of narrow one-session-one-skill entries. This shapes HOW you update, not WHETHER you update.\n\nSignals to look for (any one of these warrants action):\n  • User corrected your style, tone, format, legibility, or verbosity. Frustration signals like 'stop doing X', 'this is too verbose', 'don't format like this', 'why are you explaining', 'just give me the answer', 'you always do Y and I hate it', or an explicit 'remember this' are FIRST-CLASS skill signals, not just memory signals. Update the relevant skill(s) to embed the preference so the next session starts already knowing.\n  • User corrected your workflow, approach, or sequence of steps. Encode the correction as a pitfall or explicit step in the skill that governs that class of task.\n  • Non-trivial technique, fix, workaround, debugging path, or tool-usage pattern emerged that a future session would benefit from. Capture it.\n  • A skill that got loaded or consulted this session turned out to be wrong, missing a step, or outdated. Patch it NOW.\n\nPreference order — prefer the earliest action that fits, but do pick one when a signal above fired:\n  1. UPDATE A CURRENTLY-LOADED SKILL. Look back through the conversation for skills the user loaded via /skill-name or you read via skill_view. If any of them covers the territory of the new learning, PATCH that one first. It is the skill that was in play, so it's the right one to extend.\n  2. UPDATE AN EXISTING UMBRELLA (via skills_list + skill_view). If no loaded skill fits but an existing class-level skill does, patch it. Add a subsection, a pitfall, or broaden a trigger.\n  3. ADD A SUPPORT FILE under an existing umbrella. Skills can be packaged with three kinds of support files — use the right directory per kind:\n     • `references/<topic>.md` — session-specific detail (error transcripts, reproduction recipes, provider quirks) AND condensed knowledge banks: quoted research, API docs, external authoritative excerpts, or domain notes you found while working on the problem. Write it concise and for the value of the task, not as a full mirror of upstream docs.\n     • `templates/<name>.<ext>` — starter files meant to be copied and modified (boilerplate configs, scaffolding, a known-good example the agent can `reproduce with modifications`).\n     • `scripts/<name>.<ext>` — statically re-runnable actions the skill can invoke directly (verification scripts, fixture generators, deterministic probes, anything the agent should run rather than hand-type each time).\n     Add support files via skill_manage action=write_file with file_path starting 'references/', 'templates/', or 'scripts/'. The umbrella's SKILL.md should gain a one-line pointer to any new support file so future agents know it exists.\n  4. CREATE A NEW CLASS-LEVEL UMBRELLA SKILL when no existing skill covers the class. The name MUST be at the class level. The name MUST NOT be a specific PR number, error string, feature codename, library-alone name, or 'fix-X / debug-Y / audit-Z-today' session artifact. If the proposed name only makes sense for today's task, it's wrong — fall back to (1), (2), or (3).\n\nUser-preference embedding (important): when the user expressed a style/format/workflow preference, the update belongs in the SKILL.md body, not just in memory. Memory captures 'who the user is and what the current situation and state of your operations are'; skills capture 'how to do this class of task for this user'. When they complain about how you handled a task, the skill that governs that task needs to carry the lesson.\n\nIf you notice two existing skills that overlap, note it in your reply — the background curator handles consolidation at scale.\n\n'Nothing to save.' is a real option but should NOT be the default. If the session ran smoothly with no corrections and produced no new technique, just say 'Nothing to save.' and stop. Otherwise, act."
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "Let me review the conversation to identify skill-update signals:\n\n1. **AgentTrust Whitepaper Research & Integration**: This was a significant workflow — researching AI agent identity/trust landscape, writing a whitepaper, and integrating it into an existing HTML prototype. The research approach (direct curl scraping of A2A spec, MCP docs, Wikipedia) and the integration pattern (adding a new section to an existing single-file HTML prototype) are reusable techniques.\n\n2. **No user corrections on style/tone/format** in this session — the user was satisfied with the output.\n\n3. **The research methodology** was notable: the subagent timed out after 600s with 27 API calls, so I pivoted to direct terminal curl calls against specific URLs (A2A spec, MCP docs, Wikipedia). This is a pattern worth capturing — when web research subagents time out, fall back to targeted curl scraping of known authoritative sources.\n\n4. **The HTML integration pattern**: Adding a new section to an existing single-file HTML prototype with a specific design system. The subagent used `patch` operations to insert CSS, HTML sections, and modify existing elements. This is a general pattern for \"extend existing prototype\" tasks.\n\nLet me think about what skills were loaded or relevant:\n\n- No skills were explicitly loaded via skill_view in this session\n- The task involved: web research, whitepaper writing, HTML prototype editing\n- Relevant existing skills might include: `writing-plans`, `subagent-driven-development`, `claude-design` (for HTML artifacts), `research-literature`\n\nLet me check what skills exist that could be relevant:\n\nLooking at the available skills list:\n- `claude-design`: \"Design one-off HTML artifacts (landing, deck, prototype).\" — This is relevant! The AgentTrust prototype is an HTML artifact.\n- `research-literature`: \"Academic and biomedical research skills\" — partially relevant for the research phase\n- `subagent-driven-development`: \"Execute plans via delegate_task subagents\" — relevant for the delegation pattern\n\nThe most relevant umbrella is probably `claude-design` since the core task was extending an HTML prototype. But the research + whitepaper + integration workflow is broader than just design.\n\nActually, let me think about what's truly reusable here:\n\n1. **The research-to-whitepaper pipeline**: Research a technical domain → synthesize findings → produce a structured whitepaper with references. This is a class-level skill.\n\n2. **The prototype-extension pattern**: Take an existing single-file HTML prototype with a design system → add a new section with matching styling. This could be a reference under `claude-design`.\n\n3. **The fallback research pattern**: When subagent web research times out, use direct curl against known authoritative sources.\n\nI think the most impactful update would be:\n- Create a reference file under `claude-design` for the \"extend existing prototype\" pattern, since that's the skill that covers HTML artifact work\n- OR create a new skill for \"research-whitepaper\" workflow\n\nBut wait — the user's preference is for CLASS-LEVEL skills, not narrow one-session skills. \"Research whitepaper\" might be too narrow. Let me think about what class this falls under.\n\nThe core workflow was: research a technical domain → write a whitepaper → integrate into a website. This spans research + writing + web development. \n\nI think the best approach is:\n1. Add a reference file to `claude-design` about extending existing prototypes (the HTML integration pattern)\n2. The research methodology (curl fallback) could go into a general research reference\n\nBut actually, looking more carefully — the `claude-design` skill is about \"Design one-off HTML artifacts\". The AgentTrust prototype work fits that. Let me load it and see if it needs updating.\n\nAlso, I should consider: was there any correction or frustration signal? No. Was there a non-trivial technique? Yes — the curl-based research fallback and the prototype extension pattern.\n\nLet me load `claude-design` to see if it covers prototype extension, and if not, add a reference file.\n\nActually, I realize I should also consider: the user said \"Bau das paper in die Website ein mit Button Read Whitepaper\" — this was a direct instruction that worked well. The pattern of \"add section + nav button + hero button\" to an existing prototype is reusable.\n\nLet me load `claude-design` and potentially add a reference.",
      "finish_reason": "tool_calls",
      "reasoning_content": "Let me review the conversation to identify skill-update signals:\n\n1. **AgentTrust Whitepaper Research & Integration**: This was a significant workflow — researching AI agent identity/trust landscape, writing a whitepaper, and integrating it into an existing HTML prototype. The research approach (direct curl scraping of A2A spec, MCP docs, Wikipedia) and the integration pattern (adding a new section to an existing single-file HTML prototype) are reusable techniques.\n\n2. **No user corrections on style/tone/format** in this session — the user was satisfied with the output.\n\n3. **The research methodology** was notable: the subagent timed out after 600s with 27 API calls, so I pivoted to direct terminal curl calls against specific URLs (A2A spec, MCP docs, Wikipedia). This is a pattern worth capturing — when web research subagents time out, fall back to targeted curl scraping of known authoritative sources.\n\n4. **The HTML integration pattern**: Adding a new section to an existing single-file HTML prototype with a specific design system. The subagent used `patch` operations to insert CSS, HTML sections, and modify existing elements. This is a general pattern for \"extend existing prototype\" tasks.\n\nLet me think about what skills were loaded or relevant:\n\n- No skills were explicitly loaded via skill_view in this session\n- The task involved: web research, whitepaper writing, HTML prototype editing\n- Relevant existing skills might include: `writing-plans`, `subagent-driven-development`, `claude-design` (for HTML artifacts), `research-literature`\n\nLet me check what skills exist that could be relevant:\n\nLooking at the available skills list:\n- `claude-design`: \"Design one-off HTML artifacts (landing, deck, prototype).\" — This is relevant! The AgentTrust prototype is an HTML artifact.\n- `research-literature`: \"Academic and biomedical research skills\" — partially relevant for the research phase\n- `subagent-driven-development`: \"Execute plans via delegate_task subagents\" — relevant for the delegation pattern\n\nThe most relevant umbrella is probably `claude-design` since the core task was extending an HTML prototype. But the research + whitepaper + integration workflow is broader than just design.\n\nActually, let me think about what's truly reusable here:\n\n1. **The research-to-whitepaper pipeline**: Research a technical domain → synthesize findings → produce a structured whitepaper with references. This is a class-level skill.\n\n2. **The prototype-extension pattern**: Take an existing single-file HTML prototype with a design system → add a new section with matching styling. This could be a reference under `claude-design`.\n\n3. **The fallback research pattern**: When subagent web research times out, use direct curl against known authoritative sources.\n\nI think the most impactful update would be:\n- Create a reference file under `claude-design` for the \"extend existing prototype\" pattern, since that's the skill that covers HTML artifact work\n- OR create a new skill for \"research-whitepaper\" workflow\n\nBut wait — the user's preference is for CLASS-LEVEL skills, not narrow one-session skills. \"Research whitepaper\" might be too narrow. Let me think about what class this falls under.\n\nThe core workflow was: research a technical domain → write a whitepaper → integrate into a website. This spans research + writing + web development. \n\nI think the best approach is:\n1. Add a reference file to `claude-design` about extending existing prototypes (the HTML integration pattern)\n2. The research methodology (curl fallback) could go into a general research reference\n\nBut actually, looking more carefully — the `claude-design` skill is about \"Design one-off HTML artifacts\". The AgentTrust prototype work fits that. Let me load it and see if it needs updating.\n\nAlso, I should consider: was there any correction or frustration signal? No. Was there a non-trivial technique? Yes — the curl-based research fallback and the prototype extension pattern.\n\nLet me load `claude-design` to see if it covers prototype extension, and if not, add a reference file.\n\nActually, I realize I should also consider: the user said \"Bau das paper in die Website ein mit Button Read Whitepaper\" — this was a direct instruction that worked well. The pattern of \"add section + nav button + hero button\" to an existing prototype is reusable.\n\nLet me load `claude-design` and potentially add a reference.",
      "tool_calls": [
        {
          "id": "call_ftd3yt8c",
          "call_id": "call_ftd3yt8c",
          "response_item_id": "fc_ftd3yt8c",
          "type": "function",
          "function": {
            "name": "skill_view",
            "arguments": "{\"name\":\"claude-design\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "skill_view",
      "content": "{\"success\": true, \"name\": \"claude-design\", \"description\": \"Design one-off HTML artifacts (landing, deck, prototype).\", \"tags\": [\"design\", \"html\", \"prototype\", \"ux\", \"ui\", \"creative\", \"artifact\", \"deck\", \"motion\", \"design-system\"], \"related_skills\": [\"design-md\", \"popular-web-designs\", \"excalidraw\", \"architecture-diagram\"], \"content\": \"---\\nname: claude-design\\ndescription: Design one-off HTML artifacts (landing, deck, prototype).\\nversion: 1.0.0\\nauthor: BadTechBandit\\nlicense: MIT\\nmetadata:\\n  hermes:\\n    tags: [design, html, prototype, ux, ui, creative, artifact, deck, motion, design-system]\\n    related_skills: [design-md, popular-web-designs, excalidraw, architecture-diagram]\\n---\\n\\n# Claude Design for CLI/API Agents\\n\\nUse this skill when the user asks for design work that would normally fit Claude Design, but the agent is running in a CLI/API environment instead of the hosted Claude Design web UI.\\n\\nThe goal is to preserve Claude Design's useful design behavior and taste while removing hosted-tool plumbing that does not exist in normal agent environments.\\n\\n**Before starting, check for other web-design skills like `popular-web-designs` (ready-to-paste design systems for Stripe, Linear, Vercel, Notion, etc.) and `design-md` (Google's DESIGN.md token spec format).** If the user wants a known brand's look, load `popular-web-designs` alongside this one and let it supply the visual vocabulary. If the deliverable is a token spec file rather than a rendered artifact, use `design-md` instead. Full decision table below.\\n\\n## When To Use This Skill vs `popular-web-designs` vs `design-md`\\n\\nHermes has three design-related skills under `skills/creative/`. They do different jobs — load the right one (or combine them):\\n\\n| Skill | What it gives you | Use when the user wants... |\\n|---|---|---|\\n| **claude-design** (this one) | Design *process and taste* — how to scope a brief, gather context, produce variants, verify a local HTML artifact, avoid AI-design slop | a from-scratch designed artifact (landing page, prototype, deck, component lab, motion study) with no specific brand or token system dictated |\\n| **popular-web-designs** | 54 ready-to-paste design systems — exact colors, typography, components, CSS values for sites like Stripe, Linear, Vercel, Notion, Airbnb | \\\"make it look like Stripe / Linear / Vercel\\\", a page styled after a known brand, or a visual starting point pulled from a real product |\\n| **design-md** | Google's DESIGN.md spec format — author/validate/diff/export design-token files, WCAG contrast checking, Tailwind/DTCG export | a formal, persistent, machine-readable design-system *spec file* (tokens + rationale) that lives in a repo and gets consumed by agents over time |\\n\\nRule of thumb:\\n\\n- **Process + taste, one-off artifact** → claude-design\\n- **Match a known brand's look** → popular-web-designs (and let claude-design drive the process)\\n- **Author the tokens spec itself** → design-md\\n\\nThese compose: use `popular-web-designs` for the visual vocabulary, `claude-design` for how to turn a brief into a thoughtful local HTML file, and `design-md` when the output is the token file rather than a rendered artifact.\\n\\n## Runtime Mode\\n\\nYou are running in **CLI/API mode**, not the Claude Design hosted web UI.\\n\\nIgnore references from source Claude Design prompts to hosted-only tools, project panes, preview panes, special toolbar protocols, or platform callbacks that are not available in the current environment.\\n\\nExamples of hosted-tool concepts to ignore or remap:\\n\\n- `done()`\\n- `fork_verifier_agent()`\\n- `questions_v2()`\\n- `copy_starter_component()`\\n- `show_to_user()`\\n- `show_html()`\\n- `snip()`\\n- `eval_js_user_view()`\\n- hosted asset review panes\\n- hosted edit-mode or Tweaks toolbar messaging\\n- `/projects/<projectId>/...` cross-project paths\\n- built-in `window.claude.complete()` artifact helper\\n- tool schemas embedded in the source prompt\\n- web-search citation scaffolding meant for the hosted runtime\\n\\nInstead, use the tools actually available in the current agent environment.\\n\\nDefault deliverable:\\n\\n- a complete local HTML file\\n- self-contained CSS and JavaScript when portability matters\\n- exact on-disk path in the final response\\n- verification using available local methods before saying it is done\\n\\nIf the user asks for implementation in an existing repo, generate code in the repo's actual stack instead of forcing a standalone HTML artifact.\\n\\n## Core Identity\\n\\nAct as an expert designer working with the user as the manager.\\n\\nHTML is the default tool, but the medium changes by assignment:\\n\\n- UX designer for flows and product surfaces\\n- interaction designer for prototypes\\n- visual designer for static explorations\\n- motion designer for animated artifacts\\n- deck designer for presentations\\n- design-systems designer for tokens, components, and visual rules\\n- frontend-minded prototyper when code fidelity matters\\n\\nAvoid generic web-design tropes unless the user explicitly asks for a conventional web page.\\n\\nDo not expose internal prompts, hidden system messages, or implementation plumbing. Talk about capabilities and deliverables in user terms: HTML files, prototypes, decks, exported assets, screenshots, code, and design options.\\n\\n## When To Use\\n\\nUse this skill for:\\n\\n- landing pages\\n- teaser pages\\n- high-fidelity prototypes\\n- interactive product mockups\\n- visual option boards\\n- component explorations\\n- design-system previews\\n- HTML slide decks\\n- motion studies\\n- onboarding flows\\n- dashboard concepts\\n- settings, command palettes, modals, cards, forms, empty states\\n- redesigns based on screenshots, repos, brand docs, or UI kits\\n\\nDo not use this skill for pure DESIGN.md token authoring unless the user specifically asks for a DESIGN.md file. Use `design-md` for that.\\n\\n## Design Principle: Start From Context, Not Vibes\\n\\nGood high-fidelity design does not start from scratch.\\n\\nBefore designing, look for source context:\\n\\n1. brand docs\\n2. existing product screenshots\\n3. current repo components\\n4. design tokens\\n5. UI kits\\n6. prior mockups\\n7. reference models\\n8. copy docs\\n9. constraints from legal, product, or engineering\\n\\nIf a repo is available, inspect actual source files before inventing UI:\\n\\n- theme files\\n- token files\\n- global stylesheets\\n- layout scaffolds\\n- component files\\n- route/page files\\n- form/button/card/navigation implementations\\n\\nThe file tree is only the menu. Read the files that define the visual vocabulary before designing.\\n\\nIf context is missing and fidelity matters, ask concise focused questions instead of producing a generic mockup.\\n\\n## Asking Questions\\n\\nAsk questions when the assignment is new, ambiguous, high-fidelity, externally facing, or depends on taste.\\n\\nKeep questions short. Do not ask ten questions by default unless the problem is genuinely underspecified.\\n\\nUsually ask for:\\n\\n- intended output format\\n- audience\\n- fidelity level\\n- source materials available\\n- brand/design system in play\\n- number of variations wanted\\n- whether to stay conservative or explore divergent ideas\\n- which dimension matters most: layout, visual language, interaction, copy, motion, or systemization\\n\\nSkip questions when:\\n\\n- the user gave enough direction\\n- this is a small tweak\\n- the task is clearly a continuation\\n- the missing detail has an obvious default\\n\\nWhen proceeding with assumptions, label only the important ones.\\n\\n## Workflow\\n\\n0. **Analyze reference URLs first (when user provides one)**\\n   - When the user says \\\"make it look like X.com\\\" or \\\"orientiere dich an Y\\\", fetch and inspect the reference site BEFORE designing.\\n   - `curl -sL <url> -o /tmp/ref.html` and read the output. Even minified Next.js/React output reveals patterns: CSS class naming conventions, color tokens, typography scale, animation approach, section structure.\\n   - Extract concrete patterns: snap-scrolling? mix-blend-mode header? reveal animations? alternating backgrounds? eyebrow labels? mono numbers? scroll indicators?\\n   - Load `popular-web-designs` skill and check `references/strukata-patterns.md` for pre-extracted premium patterns.\\n   - Write the extracted patterns into the delegation spec so the coding sub-agent applies them precisely.\\n   - This step prevents generic output — the reference analysis directly shapes the design system.\\n\\n1. **Understand the brief**\\n   - What is being designed?\\n   - Who is it for?\\n   - What artifact should exist at the end?\\n   - What constraints are locked?\\n\\n2. **Gather context**\\n   - Read supplied docs, screenshots, repo files, or design assets.\\n   - Identify the visual vocabulary before writing code.\\n\\n3. **Define the design system for this artifact**\\n   - colors\\n   - type\\n   - spacing\\n   - radii\\n   - shadows or elevation\\n   - motion posture\\n   - component treatment\\n   - interaction rules\\n\\n4. **Choose the right format**\\n   - Static visual comparison: one HTML canvas with options side by side.\\n   - Interaction/flow: clickable prototype.\\n   - Presentation: fixed-size HTML deck with slide navigation.\\n   - Component exploration: component lab with variants.\\n   - Motion: timeline or state-based animation.\\n\\n5. **Build the artifact**\\n   - Prefer a single self-contained HTML file unless the task calls for a repo implementation.\\n   - Preserve prior versions for major revisions.\\n   - Avoid unnecessary dependencies.\\n\\n6. **Verify**\\n   - Confirm files exist.\\n   - Run any available syntax/static checks.\\n   - If browser tools are available, open the file and check console errors.\\n   - If visual fidelity matters and screenshot tools are available, inspect at least the primary viewport.\\n\\n7. **Report briefly**\\n   - exact file path\\n   - what was created\\n   - caveats\\n   - next decision or next iteration\\n\\n## Artifact Format Rules\\n\\nDefault to local files.\\n\\nFor standalone artifacts:\\n\\n- create a descriptive filename, e.g. `Landing Page.html`, `Command Palette Prototype.html`, `Design System Board.html`\\n- embed CSS in `<style>`\\n- embed JS in `<script>`\\n- keep the artifact openable directly in a browser\\n- avoid remote dependencies unless they are explicitly useful and stable\\n- include responsive behavior unless the format is intentionally fixed-size\\n\\nFor significant revisions:\\n\\n- preserve the previous version as `Name.html`\\n- create `Name v2.html`, `Name v3.html`, etc.\\n- or keep one file with in-page toggles if the assignment is variant exploration\\n\\nFor repo implementation:\\n\\n- follow the repo's actual stack\\n- use existing components and tokens where possible\\n- do not create a standalone artifact if the user asked for production code\\n\\n## HTML / CSS / JS Standards\\n\\nUse modern CSS well:\\n\\n- CSS variables for tokens\\n- CSS grid for layout\\n- container queries when helpful\\n- `text-wrap: pretty` where supported\\n- real focus states\\n- real hover states\\n- `prefers-reduced-motion` handling for non-trivial motion\\n- responsive scaling\\n- semantic HTML where practical\\n\\nAvoid:\\n\\n- huge monolithic files when a real repo structure is expected\\n- fragile hard-coded viewport assumptions\\n- inaccessible tiny hit targets\\n- decorative JS that fights usability\\n- `scrollIntoView` unless there is no safer option\\n\\nMobile hit targets should be at least 44px.\\n\\nFor print documents, text should be at least 12pt.\\n\\nFor 1920×1080 slide decks, text should generally be 24px or larger.\\n\\n## React Guidance for Standalone HTML\\n\\nUse plain HTML/CSS/JS by default.\\n\\nUse React only when:\\n\\n- the artifact needs meaningful state\\n- variants/toggles are easier as components\\n- interaction complexity warrants it\\n- the target implementation is React/Next.js and fidelity matters\\n\\nIf using React from CDN in standalone HTML:\\n\\n- pin exact versions\\n- avoid unpinned `react@18` style URLs\\n- avoid `type=\\\"module\\\"` unless necessary\\n- avoid multiple global objects named `styles`\\n- give global style objects specific names, e.g. `commandPaletteStyles`, `deckStyles`\\n- if splitting Babel scripts, explicitly attach shared components to `window`\\n\\nIf building inside a real repo, use the repo's package manager and component architecture instead.\\n\\n## Deck Rules\\n\\nFor slide decks, use a fixed-size canvas and scale it to fit the viewport.\\n\\nDefault slide size: 1920×1080, 16:9.\\n\\nRequirements:\\n\\n- keyboard navigation\\n- visible slide count\\n- localStorage persistence for current slide\\n- print-friendly layout when practical\\n- screen labels or stable IDs for important slides\\n- no speaker notes unless the user explicitly asks\\n\\nDo not hand-wave a deck as markdown bullets. Create a designed artifact if asked for a deck.\\n\\nUse 1–2 background colors max unless the brand system requires more.\\n\\nKeep slides sparse. If a slide feels empty, solve it with layout, rhythm, scale, or imagery placeholders, not filler text.\\n\\n## Prototype Rules\\n\\nFor interactive prototypes:\\n\\n- make the primary path clickable\\n- include key states: default, hover/focus, loading, empty, error, success where relevant\\n- expose variations with in-page controls when useful\\n- keep controls out of the final composition unless they are intentionally part of the prototype\\n- persist important state in localStorage when refresh continuity matters\\n\\nIf the prototype is meant to model a product flow, design the flow, not just the first screen.\\n\\n## Variation Rules\\n\\nWhen exploring, default to at least three options:\\n\\n1. **Conservative** — closest to existing patterns / lowest risk\\n2. **Strong-fit** — best interpretation of the brief\\n3. **Divergent** — more novel, useful for discovering taste boundaries\\n\\nVariations can explore:\\n\\n- layout\\n- hierarchy\\n- type scale\\n- density\\n- color posture\\n- surface treatment\\n- motion\\n- interaction model\\n- copy structure\\n- component shape\\n\\nDo not create variations that are merely color swaps unless color is the actual question.\\n\\nWhen the user picks a direction, consolidate. Do not leave the project as a pile of options forever.\\n\\n## Tweakable Designs in CLI/API Mode\\n\\nThe hosted Claude Design edit-mode toolbar does not exist here.\\n\\nStill preserve the idea: when useful, add in-page controls called `Tweaks`.\\n\\nA good `Tweaks` panel can control:\\n\\n- theme mode\\n- layout variant\\n- density\\n- accent color\\n- type scale\\n- motion on/off\\n- copy variant\\n- component variant\\n\\nKeep it small and unobtrusive. The design should look final when tweaks are hidden.\\n\\nPersist tweak values with localStorage when helpful.\\n\\n## Content Discipline\\n\\nDo not add filler content.\\n\\nEvery element must earn its place.\\n\\nAvoid:\\n\\n- fake metrics\\n- decorative stats\\n- generic feature grids\\n- unnecessary icons\\n- placeholder testimonials\\n- AI-generated fluff sections\\n- invented content that changes strategy or claims\\n\\nIf additional sections, pages, copy, or claims would improve the artifact, ask before adding them.\\n\\nWhen copy is necessary but not final, mark it as draft or placeholder.\\n\\n## Anti-Slop Rules\\n\\nAvoid common AI design sludge:\\n\\n- aggressive gradient backgrounds\\n- glassmorphism by default\\n- emoji unless the brand uses them\\n- generic SaaS cards with icons everywhere\\n- left-border accent callout cards\\n- fake dashboards filled with arbitrary numbers\\n- stock-photo hero sections\\n- oversized rounded rectangles as a substitute for hierarchy\\n- rainbow palettes\\n- vague labels like “Insights,” “Growth,” “Scale,” “Optimize” without content\\n- decorative SVG illustrations pretending to be product imagery\\n\\nMinimal is not automatically good. Dense is not automatically cluttered. Choose intentionally.\\n\\n## Typography\\n\\nUse the existing type system if one exists.\\n\\nIf not, choose type deliberately based on the artifact:\\n\\n- editorial: serif or humanist headline with restrained sans body\\n- software/productivity: precise sans with strong numeric treatment\\n- luxury/minimal: fewer weights, more spacing discipline\\n- technical: mono accents only, not mono everywhere\\n- deck: large, clear, high contrast\\n\\nAvoid overused defaults when a stronger choice is appropriate.\\n\\nIf using web fonts, keep the number of families and weights low.\\n\\nUse type as hierarchy before adding boxes, icons, or color.\\n\\n## Color\\n\\nUse brand/design-system colors first.\\n\\nIf no palette exists:\\n\\n- define a small system\\n- include neutrals, surface, ink, muted text, border, accent, danger/success if needed\\n- use one primary accent unless the assignment calls for a broader palette\\n- prefer oklch for harmonious invented palettes when browser support is acceptable\\n- check contrast for important text and controls\\n\\nDo not invent lots of colors from scratch.\\n\\n## Layout and Composition\\n\\nDesign with rhythm:\\n\\n- scale\\n- whitespace\\n- density\\n- alignment\\n- repetition\\n- contrast\\n- interruption\\n\\nAvoid making every section the same card grid.\\n\\nFor product UIs, prioritize speed of comprehension over decoration.\\n\\nFor marketing surfaces, make one idea land per section.\\n\\nFor dashboards, avoid “data slop.” Only show data that helps the user decide or act.\\n\\n## Motion\\n\\nUse motion as discipline, not theater.\\n\\nGood motion:\\n\\n- clarifies state changes\\n- reduces anxiety during loading\\n- shows continuity between surfaces\\n- gives controls tactility\\n- stays subtle\\n\\nBad motion:\\n\\n- loops without purpose\\n- delays the user\\n- calls attention to itself\\n- hides poor hierarchy\\n\\nRespect `prefers-reduced-motion` for non-trivial animation.\\n\\n## Images and Icons\\n\\nUse real supplied imagery when available.\\n\\nIf an asset is missing:\\n\\n- use a clean placeholder\\n- use typography, layout, or abstract texture instead\\n- ask for real material when fidelity matters\\n\\nDo not draw elaborate fake SVG illustrations unless the assignment is explicitly illustration work.\\n\\nAvoid iconography unless it improves scanning or matches the design system.\\n\\n## Source-Code Fidelity\\n\\nWhen recreating or extending a UI from a repo:\\n\\n1. inspect the repo tree\\n2. identify the actual UI source files\\n3. read theme/token/global style/component files\\n4. lift exact values where appropriate\\n5. match spacing, radii, shadows, copy tone, density, and interaction patterns\\n6. only then design or modify\\n\\nDo not build from memory when source files are available.\\n\\nFor GitHub URLs, parse owner/repo/ref/path correctly and inspect the relevant files before designing.\\n\\n## Reading Documents and Assets\\n\\nRead Markdown, HTML, CSS, JS, TS, JSX, TSX, JSON, SVG, and plain text directly when available.\\n\\nFor DOCX/PPTX/PDF, use available local extraction tools if present. If not available, ask the user to provide exported text/images or use another available tool path.\\n\\nFor sketches, prioritize thumbnails or screenshots over raw drawing JSON unless the JSON is the only usable source.\\n\\n## Copyright and Reference Models\\n\\nDo not recreate a company's distinctive UI, proprietary command structure, branded screens, or exact visual identity unless the user clearly has rights to that source.\\n\\nIt is acceptable to extract general design principles:\\n\\n- density without clutter\\n- command-first interaction\\n- monochrome with one accent\\n- editorial hierarchy\\n- clear empty states\\n- strong keyboard affordances\\n\\nIt is not acceptable to clone proprietary layouts, copy exact branded surfaces, or reproduce copyrighted content.\\n\\nWhen using references, transform posture and principles into an original design.\\n\\n## Verification\\n\\nBefore final response, verify as much as the environment allows.\\n\\nMinimum:\\n\\n- file exists at the stated path\\n- HTML is saved completely\\n- obvious syntax issues are checked\\n\\nBetter:\\n\\n- open in a browser tool and check console errors\\n- inspect screenshots at the primary viewport\\n- test key interactions\\n- test light/dark or variants if present\\n- test responsive breakpoints if relevant\\n\\nIf verification is limited by environment, say exactly what was and was not verified.\\n\\nNever say “done” if the file was not actually written.\\n\\n## Final Response Format\\n\\nKeep final responses short.\\n\\nInclude:\\n\\n- artifact path\\n- what it contains\\n- verification status\\n- next suggested action, if useful\\n\\nExample:\\n\\n```text\\nCreated: /path/to/Prototype.html\\nIt includes 3 layout variants, a Tweaks panel for density/theme, and responsive behavior.\\nVerified: file exists and opened cleanly in browser, no console errors.\\nNext: pick the strongest direction and I’ll tighten copy + motion.\\n```\\n\\n## Portable Opening Prompt Pattern\\n\\nWhen adapting a Claude Design style request into CLI/API mode, use this mental translation:\\n\\n```text\\nYou are running in CLI/API mode, not hosted Claude Design. Ignore references to hosted-only tools or preview panes. Produce complete local design artifacts, usually self-contained HTML with embedded CSS/JS, and verify with available local tools before returning. Preserve the design process: gather context, define the system, produce options, avoid filler, and meet a high visual bar.\\n```\\n\\n## Pitfalls\\n\\n- Do not paste hosted tool schemas into a skill. They cause fake tool calls.\\n- Do not point the skill at a giant external prompt as required runtime context. That creates drift.\\n- Do not strip the design doctrine while removing tool plumbing.\\n- Do not over-ask when the user already gave enough direction.\\n- Do not under-ask for high-fidelity work with no brand context.\\n- Do not produce generic SaaS layouts and call them designed.\\n- Do not claim browser verification unless it actually happened.\\n\", \"path\": \"creative/claude-design/SKILL.md\", \"skill_dir\": \"/DATA/.hermes/skills/creative/claude-design\", \"linked_files\": null, \"usage_hint\": null, \"required_environment_variables\": [], \"required_commands\": [], \"missing_required_environment_variables\": [], \"missing_credential_files\": [], \"missing_required_commands\": [], \"setup_needed\": false, \"setup_skipped\": false, \"readiness_status\": \"available\", \"metadata\": {\"hermes\": {\"tags\": [\"design\", \"html\", \"prototype\", \"ux\", \"ui\", \"creative\", \"artifact\", \"deck\", \"motion\", \"design-system\"], \"related_skills\": [\"design-md\", \"popular-web-designs\", \"excalidraw\", \"architecture-diagram\"]}}}",
      "tool_call_id": "call_ftd3yt8c"
    },
    {
      "role": "assistant",
      "content": "Nothing to save. Die Session lief glatt — keine Korrekturen, keine neuen Workflow-Patterns, keine Skill-Patches nötig. Whitepaper ist geschrieben und integriert, `claude-design` war geladen aber wurde nicht für seinen eigentlichen Zweck genutzt (war Content-Integration, kein Design). Die Research-Methodik ist Standard-Web-Recherche.",
      "reasoning": "Let me review the session to identify what skills need updating:\n\n1. **What happened this session:**\n   - User asked for a whitepaper on AgentTrust (AI agent identity/trust infrastructure)\n   - I researched the topic (A2A, MCP, EU AI Act, Wikipedia, etc.)\n   - I wrote a whitepaper as a markdown file\n   - User asked to integrate it into the existing prototype HTML website\n   - I delegated the HTML editing to a coding sub-agent\n   - The sub-agent successfully added a new section, nav buttons, and CSS\n\n2. **Skills that were in play:**\n   - `claude-design` — was loaded because the task involved editing an HTML prototype. But the task wasn't really \"design\" — it was integrating content into an existing design. The skill was consulted but not heavily used.\n   - No other skills were explicitly loaded.\n\n3. **Signals to look for:**\n   - No user corrections on style, tone, format, or workflow\n   - No frustration signals\n   - No explicit \"remember this\"\n   - The session went smoothly — research → whitepaper → integration\n\n4. **What could be worth capturing:**\n   - The workflow of \"research topic → write whitepaper → integrate into existing HTML prototype\" is a pattern that could recur\n   - The specific technique of using `delegate_task` for HTML editing of an existing large file\n   - The research approach: parallel curl calls to scrape protocol docs, Wikipedia, etc.\n   - But none of these are corrections or new techniques that a future session would fail without\n\n5. **Assessment:**\n   - The `claude-design` skill was loaded but the task wasn't really a design task — it was content integration into an existing design. The skill's workflow (gather context, define system, build, verify) wasn't followed because the design system already existed.\n   - No skill was wrong, outdated, or missing steps.\n   - The whitepaper itself is a deliverable, not a skill.\n   - The research approach (scraping A2A spec, MCP docs, Wikipedia) is standard web research — not a novel technique.\n\n6. **What about the whitepaper as a reference?**\n   - The whitepaper content could be saved as a reference under some skill, but which skill? There's no existing \"agent-trust\" or \"ai-agent-identity\" skill. Creating a new class-level skill for this one whitepaper would be too narrow.\n   - The whitepaper is already saved at `/tmp/agenttrust-whitepaper.md` and integrated into the prototype HTML.\n\n7. **What about the research findings?**\n   - The research findings (A2A has security schemes but no agent identity, MCP has OAuth but no agent PKI, EU AI Act mandates traceability, 44% of experts flag agentic AI as top risk) are domain knowledge. They could go into a reference file, but under what umbrella?\n   - There's no existing \"ai-agents\" or \"agent-infrastructure\" skill. Creating one just for this research would be premature — it's one session's worth of findings.\n\n8. **Conclusion:**\n   - No skill was loaded that needs patching (claude-design wasn't really used for its intended purpose)\n   - No user corrections occurred\n   - No novel technique emerged that a future session would fail without\n   - The research findings are interesting but don't warrant a new class-level skill yet\n   - The whitepaper integration workflow (research → write → delegate HTML edit) is standard and doesn't need encoding\n\nThis is genuinely a \"Nothing to save\" case. The session was productive but didn't produce any reusable procedural knowledge, corrections, or techniques that need to be encoded in a skill.\n\nWait — let me reconsider. The user's preference for \"concise technical\" content and \"AWS/Stripe/Cloudflare doc style\" is already in the user profile. The whitepaper was written in that style. No new preference was expressed.\n\nThe delegation pattern (research myself, then delegate HTML editing to sub-agent) is standard operating procedure already encoded in the mandatory routing rule.\n\nI'll go with \"Nothing to save.\"",
      "finish_reason": "stop",
      "reasoning_content": "Let me review the session to identify what skills need updating:\n\n1. **What happened this session:**\n   - User asked for a whitepaper on AgentTrust (AI agent identity/trust infrastructure)\n   - I researched the topic (A2A, MCP, EU AI Act, Wikipedia, etc.)\n   - I wrote a whitepaper as a markdown file\n   - User asked to integrate it into the existing prototype HTML website\n   - I delegated the HTML editing to a coding sub-agent\n   - The sub-agent successfully added a new section, nav buttons, and CSS\n\n2. **Skills that were in play:**\n   - `claude-design` — was loaded because the task involved editing an HTML prototype. But the task wasn't really \"design\" — it was integrating content into an existing design. The skill was consulted but not heavily used.\n   - No other skills were explicitly loaded.\n\n3. **Signals to look for:**\n   - No user corrections on style, tone, format, or workflow\n   - No frustration signals\n   - No explicit \"remember this\"\n   - The session went smoothly — research → whitepaper → integration\n\n4. **What could be worth capturing:**\n   - The workflow of \"research topic → write whitepaper → integrate into existing HTML prototype\" is a pattern that could recur\n   - The specific technique of using `delegate_task` for HTML editing of an existing large file\n   - The research approach: parallel curl calls to scrape protocol docs, Wikipedia, etc.\n   - But none of these are corrections or new techniques that a future session would fail without\n\n5. **Assessment:**\n   - The `claude-design` skill was loaded but the task wasn't really a design task — it was content integration into an existing design. The skill's workflow (gather context, define system, build, verify) wasn't followed because the design system already existed.\n   - No skill was wrong, outdated, or missing steps.\n   - The whitepaper itself is a deliverable, not a skill.\n   - The research approach (scraping A2A spec, MCP docs, Wikipedia) is standard web research — not a novel technique.\n\n6. **What about the whitepaper as a reference?**\n   - The whitepaper content could be saved as a reference under some skill, but which skill? There's no existing \"agent-trust\" or \"ai-agent-identity\" skill. Creating a new class-level skill for this one whitepaper would be too narrow.\n   - The whitepaper is already saved at `/tmp/agenttrust-whitepaper.md` and integrated into the prototype HTML.\n\n7. **What about the research findings?**\n   - The research findings (A2A has security schemes but no agent identity, MCP has OAuth but no agent PKI, EU AI Act mandates traceability, 44% of experts flag agentic AI as top risk) are domain knowledge. They could go into a reference file, but under what umbrella?\n   - There's no existing \"ai-agents\" or \"agent-infrastructure\" skill. Creating one just for this research would be premature — it's one session's worth of findings.\n\n8. **Conclusion:**\n   - No skill was loaded that needs patching (claude-design wasn't really used for its intended purpose)\n   - No user corrections occurred\n   - No novel technique emerged that a future session would fail without\n   - The research findings are interesting but don't warrant a new class-level skill yet\n   - The whitepaper integration workflow (research → write → delegate HTML edit) is standard and doesn't need encoding\n\nThis is genuinely a \"Nothing to save\" case. The session was productive but didn't produce any reusable procedural knowledge, corrections, or techniques that need to be encoded in a skill.\n\nWait — let me reconsider. The user's preference for \"concise technical\" content and \"AWS/Stripe/Cloudflare doc style\" is already in the user profile. The whitepaper was written in that style. No new preference was expressed.\n\nThe delegation pattern (research myself, then delegate HTML editing to sub-agent) is standard operating procedure already encoded in the mandatory routing rule.\n\nI'll go with \"Nothing to save.\""
    }
  ]
}