{
  "started_at": "2026-06-08T10:24:27.772695+00:00",
  "duration_seconds": 1353.66,
  "model": "kimi-k2.6",
  "provider": "custom",
  "auto_transitions": {
    "marked_stale": 0,
    "archived": 0,
    "reactivated": 0,
    "checked": 10
  },
  "counts": {
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    "after": 8,
    "delta": -2,
    "archived_this_run": 2,
    "added_this_run": 0,
    "consolidated_this_run": 2,
    "pruned_this_run": 0,
    "state_transitions": 0,
    "cron_jobs_rewritten": 0,
    "tool_calls_total": 39
  },
  "tool_call_counts": {
    "skill_view": 18,
    "todo": 5,
    "read_file": 7,
    "skill_manage": 7,
    "terminal": 2
  },
  "archived": [
    "ebook-management",
    "youtube-automation"
  ],
  "consolidated": [
    {
      "name": "ebook-management",
      "into": "media-file-management",
      "source": "absorbed_into (model-declared at delete)",
      "reason": "Narrow EPUB/PDF metadata skill — its cover retrieval research, source reliability table, and embed script fit naturally under media-file-management's eBooks section"
    },
    {
      "name": "youtube-automation",
      "into": "media-file-management",
      "source": "absorbed_into (model-declared at delete)",
      "reason": "Narrow headless video pipeline — its Reddit sourcing, TTS, yt-dlp, and ffmpeg workflow fits naturally under media-file-management's new YouTube Automation section",
      "evidence": "skill_manage action=patch on 'media-file-management' referenced 'youtube-automation' in **Audio ducking**: See `references/youtube-automation/ffmpeg-recipes.md` for sid"
    }
  ],
  "pruned": [],
  "pruned_names": [],
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  "cron_rewrites": {
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  },
  "llm_final": "## Umbrella-building consolidation pass — complete\n\n### Cluster processed: **media-*** (ebook-management, media-file-management, youtube-automation)\n\n**Umbrella:** `media-file-management` — already the broadest skill, covering the ZimaOS media library. It was thin on ebook metadata/cover workflow and completely missing video production.\n\n**Patches made:**\n- Expanded description to include ebooks, audiobooks, and YouTube content.\n- Added a comprehensive **Cover Retrieval for German/Austrian Books** subsection under eBooks, including the Morawa.at discovery, ranked source reliability table, \"DO NOT USE\" warnings for Google Books/OpenLibrary on German editions, and the standalone embed script.\n- Added a full **YouTube Automation Pipeline** section covering Reddit sourcing, edge-tts narration, yt-dlp background footage, ffmpeg assembly, thumbnail generation, and upload workarounds.\n- Updated script/reference paths to point to the new subdirectories (`scripts/ebook-management/`, `references/youtube-automation/`).\n\n**Support files moved into umbrella:**\n- `references/ebook-management/cover-retrieval-session-2026-06-01.md` (session-specific research)\n- `scripts/ebook-management/embed_cover_epub.py` (reusable script)\n- `references/youtube-automation/ffmpeg-recipes.md` (ffmpeg recipes)\n\n**Siblings archived:** `ebook-management`, `youtube-automation`\n\n### Skills left alone (already class-level umbrellas or no cluster)\n- `academic-research` — broad research skill with legal, professor profiling, and Austrian source subsections.\n- `daily-dose` — single focused PWA skill; no narrow siblings.\n- `esp32-desk-dashboard` — single maker-electronics skill with rich references; no cluster.\n- `home-assistant` — broad smart-home umbrella with Zigbee, Tuya, WiFi, API subsections.\n- `reddit` — standalone social-media research skill; its content for video sourcing was absorbed into the media umbrella, but it serves broader use cases.\n- `zimaos-administration` — broad server-admin umbrella with SSH, Docker, Tailscale, audit subsections.\n- `zimaos-web-app` — broad web-app development umbrella with CasaOS deployment patterns.\n\n---\n\n## Structured summary (required)\n```yaml\nconsolidations:\n  - from: ebook-management\n    into: media-file-management\n    reason: Narrow EPUB/PDF metadata skill — its cover retrieval research, source reliability table, and embed script fit naturally under media-file-management's eBooks section\n  - from: youtube-automation\n    into: media-file-management\n    reason: Narrow headless video pipeline — its Reddit sourcing, TTS, yt-dlp, and ffmpeg workflow fits naturally under media-file-management's new YouTube Automation section\nprunings: []\n```",
  "llm_summary": "## Umbrella-building consolidation pass — complete\n\n### Cluster processed: **media-*** (ebook-management, media-file-management, youtube-automation)\n\n**Umbrella:** `media-file-management` — already the broadest skill, covering the ZimaOS me…",
  "llm_error": null,
  "tool_calls": [
    {
      "name": "skill_view",
      "arguments": "{\"name\":\"academic-research\"}"
    },
    {
      "name": "skill_view",
      "arguments": "{\"name\":\"daily-dose\"}"
    },
    {
      "name": "skill_view",
      "arguments": "{\"name\":\"ebook-management\"}"
    },
    {
      "name": "skill_view",
      "arguments": "{\"name\":\"esp32-desk-dashboard\"}"
    },
    {
      "name": "skill_view",
      "arguments": "{\"name\":\"home-assistant\"}"
    },
    {
      "name": "skill_view",
      "arguments": "{\"name\":\"media-file-management\"}"
    },
    {
      "name": "skill_view",
      "arguments": "{\"name\":\"reddit\"}"
    },
    {
      "name": "skill_view",
      "arguments": "{\"name\":\"youtube-automation\"}"
    },
    {
      "name": "skill_view",
      "arguments": "{\"name\":\"zimaos-administration\"}"
    },
    {
      "name": "skill_view",
      "arguments": "{\"name\":\"zimaos-web-app\"}"
    },
    {
      "name": "skill_view",
      "arguments": "{\"name\":\"ebook-management\",\"file_path\":\"references/cover-retrieval-session-2026-06-01.md\"}"
    },
    {
      "name": "skill_view",
      "arguments": "{\"name\":\"youtube-automation\",\"file_path\":\"references/ffmpeg-recipes.md\"}"
    },
    {
      "name": "skill_view",
      "arguments": "{\"name\":\"daily-dose\",\"file_path\":\"references/morgenbriefing-template.md\"}"
    },
    {
      "name": "skill_view",
      "arguments": "{\"name\":\"daily-dose\",\"file_path\":\"scripts/learn_check.py\"}"
    },
    {
      "name": "skill_view",
      "arguments": "{\"file_path\":\"scripts/embed_cover_epub.py\",\"name\":\"ebook-management\"}"
    },
    {
      "name": "skill_view",
      "arguments": "{\"file_path\":\"scripts/embed_cover.py\",\"name\":\"media-file-management\"}"
    },
    {
      "name": "skill_view",
      "arguments": "{\"file_path\":\"references/server-audit-checklist.md\",\"name\":\"zimaos-administration\"}"
    },
    {
      "name": "skill_view",
      "arguments": "{\"file_path\":\"references/tailscale-docker.md\",\"name\":\"zimaos-administration\"}"
    },
    {
      "name": "todo",
      "arguments": "{\"todos\":[{\"content\":\"Merge ebook-management into media-file-management (patch SKILL.md, move references/scripts)\",\"id\":\"1\",\"status\":\"pending\"},{\"content\":\"Merge youtube-automation into media-file-management (patch SKILL.md, move references/scripts)\",\"id\":\"2\",\"status\":\"pending\"},{\"content\":\"Archive ebook-management and youtube-automation\",\"id\":\"3\",\"status\":\"pending\"},{\"content\":\"Write structured Y…"
    },
    {
      "name": "todo",
      "arguments": "{\"todos\":[{\"content\":\"Merge ebook-management into media-file-management (patch SKILL.md, move references/scripts)\",\"id\":\"1\",\"status\":\"in_progress\"},{\"content\":\"Merge youtube-automation into media-file-management (patch SKILL.md, move references/scripts)\",\"id\":\"2\",\"status\":\"pending\"},{\"content\":\"Archive ebook-management and youtube-automation\",\"id\":\"3\",\"status\":\"pending\"},{\"content\":\"Write structur…"
    },
    {
      "name": "read_file",
      "arguments": "{\"limit\":80,\"offset\":1,\"path\":\"/DATA/.hermes/skills/media/media-file-management/SKILL.md\"}"
    },
    {
      "name": "read_file",
      "arguments": "{\"limit\":200,\"offset\":81,\"path\":\"/DATA/.hermes/skills/media/media-file-management/SKILL.md\"}"
    },
    {
      "name": "read_file",
      "arguments": "{\"offset\":195,\"path\":\"/DATA/.hermes/skills/media/media-file-management/SKILL.md\",\"limit\":10}"
    },
    {
      "name": "skill_manage",
      "arguments": "{\"old_string\":\"---\\nname: media-file-management\\ndescription: Organize and normalize local media files (movies, TV shows, music) on ZimaOS. Rename, deduplicate, audit, and enforce naming conventions.\\n---\\n\\n# Media File Management\\n\\nManage the local media library at `/media/HDD_1TB/Medien/` (1TB HDD, Btrfs mount). Root-owned files require `sudo` for writes.\\n\\n## Library Layout\\n\\n```\\n/media/HD…"
    },
    {
      "name": "skill_manage",
      "arguments": "{\"old_string\":\"### Embed Cover Images\\n\\nUse `scripts/embed_cover.py` to add or replace cover images in EPUBs. Requires: `sudo chown az-a:samba` on the target EPUB files first.\\n\\n```bash\\n# Before running\\nsudo chown -R az-a:samba /media/HDD_1TB/Medien/Bücher/Author/\\n\\n# Run\\npython3 /DATA/.hermes/skills/media/media-file-management/scripts/embed_cover.py\\n```\\n\\n**Cover image sources** (preferre…"
    },
    {
      "name": "read_file",
      "arguments": "{\"path\":\"/DATA/.hermes/skills/media/media-file-management/SKILL.md\",\"limit\":10,\"offset\":196}"
    },
    {
      "name": "read_file",
      "arguments": "{\"limit\":30,\"offset\":210,\"path\":\"/DATA/.hermes/skills/media/media-file-management/SKILL.md\"}"
    },
    {
      "name": "skill_manage",
      "arguments": "{\"action\":\"patch\",\"name\":\"media-file-management\",\"new_string\":\"## Pitfalls\\n\\n\\\\n- **`os.rename()` from sandbox fails** — the Python execute_code sandbox cannot access `/media/` mounts. Use `terminal` + `sudo` instead.\\\\n- **`mkdir` on media mount needs sudo** — even `mkdir` in `/media/HDD_1TB/` requires `sudo`. Chain it: `sudo mkdir -p S01 \\u0026\\u0026 sudo mv \\\\\\\"$f\\\\\\\" \\\\\\\"S01/\\\\\\\"`\\\\n- **Unico…"
    },
    {
      "name": "terminal",
      "arguments": "{\"command\":\"mkdir -p /DATA/.hermes/skills/media/media-file-management/references/ebook-management\\nmkdir -p /DATA/.hermes/skills/media/media-file-management/references/youtube-automation\\nmkdir -p /DATA/.hermes/skills/media/media-file-management/scripts/ebook-management\\n# Move ebook-management reference\\ncp /DATA/.hermes/skills/media/ebook-management/references/cover-retrieval-session-2026-06-01.…"
    },
    {
      "name": "todo",
      "arguments": "{\"todos\":[{\"content\":\"Merge ebook-management into media-file-management (patch SKILL.md, move references/scripts)\",\"id\":\"1\",\"status\":\"completed\"},{\"content\":\"Merge youtube-automation into media-file-management (patch SKILL.md, move references/scripts)\",\"id\":\"2\",\"status\":\"completed\"},{\"content\":\"Archive ebook-management and youtube-automation\",\"id\":\"3\",\"status\":\"in_progress\"},{\"content\":\"Write stru…"
    },
    {
      "name": "terminal",
      "arguments": "{\"command\":\"# Create archive directory if needed\\nmkdir -p /DATA/.hermes/skills/.archive/media\\n\\n# Archive ebook-management\\nmv /DATA/.hermes/skills/media/ebook-management /DATA/.hermes/skills/.archive/media/ebook-management\\n# Archive youtube-automation\\nmv /DATA/.hermes/skills/media/youtube-automation /DATA/.hermes/skills/.archive/media/youtube-automation\\n\\n# Verify\\nls -la /DATA/.hermes/skill…"
    },
    {
      "name": "skill_manage",
      "arguments": "{\"action\":\"delete\",\"name\":\"ebook-management\",\"absorbed_into\":\"media-file-management\"}"
    },
    {
      "name": "skill_manage",
      "arguments": "{\"name\":\"youtube-automation\",\"absorbed_into\":\"media-file-management\",\"action\":\"delete\"}"
    },
    {
      "name": "read_file",
      "arguments": "{\"path\":\"/DATA/.hermes/skills/media/media-file-management/SKILL.md\",\"limit\":30,\"offset\":1}"
    },
    {
      "name": "skill_manage",
      "arguments": "{\"action\":\"patch\",\"name\":\"media-file-management\",\"new_string\":\"**Standalone cover embed script:** `scripts/ebook-management/embed_cover_epub.py` — reusable script that patches any EPUB:\\n```bash\\npython3 scripts/ebook-management/embed_cover_epub.py \\\"book.epub\\\" \\\"cover.jpg\\\"\\n```\",\"old_string\":\"**Standalone cover embed script:** `scripts/embed_cover_epub.py` — reusable script that patches any EPU…"
    },
    {
      "name": "skill_manage",
      "arguments": "{\"action\":\"patch\",\"name\":\"media-file-management\",\"new_string\":\"**Audio ducking**: See `references/youtube-automation/ffmpeg-recipes.md` for sidechain compression, text overlays, fade in/out, and segment concatenation.\",\"old_string\":\"**Audio ducking**: See `references/ffmpeg-recipes.md` for sidechain compression, text overlays, fade in/out, and segment concatenation.\"}"
    },
    {
      "name": "read_file",
      "arguments": "{\"limit\":30,\"offset\":345,\"path\":\"/DATA/.hermes/skills/media/media-file-management/SKILL.md\"}"
    },
    {
      "name": "todo",
      "arguments": "{\"todos\":[{\"content\":\"Merge ebook-management into media-file-management (patch SKILL.md, move references/scripts)\",\"id\":\"1\",\"status\":\"completed\"},{\"content\":\"Merge youtube-automation into media-file-management (patch SKILL.md, move references/scripts)\",\"id\":\"2\",\"status\":\"completed\"},{\"content\":\"Archive ebook-management and youtube-automation\",\"id\":\"3\",\"status\":\"completed\"},{\"content\":\"Write struct…"
    },
    {
      "name": "todo",
      "arguments": "{\"todos\":[{\"content\":\"Merge ebook-management into media-file-management (patch SKILL.md, move references/scripts)\",\"id\":\"1\",\"status\":\"completed\"},{\"content\":\"Merge youtube-automation into media-file-management (patch SKILL.md, move references/scripts)\",\"id\":\"2\",\"status\":\"completed\"},{\"content\":\"Archive ebook-management and youtube-automation\",\"id\":\"3\",\"status\":\"completed\"},{\"content\":\"Write struct…"
    }
  ]
}