{
  "started_at": "2026-06-06T09:47:10.449025+00:00",
  "duration_seconds": 81.88,
  "model": "mimo-v2.5-pro",
  "provider": "xiaomi",
  "auto_transitions": {
    "marked_stale": 0,
    "archived": 0,
    "reactivated": 0,
    "checked": 3
  },
  "counts": {
    "before": 3,
    "after": 3,
    "delta": 0,
    "archived_this_run": 0,
    "added_this_run": 0,
    "consolidated_this_run": 0,
    "pruned_this_run": 0,
    "state_transitions": 0,
    "cron_jobs_rewritten": 0,
    "tool_calls_total": 7
  },
  "tool_call_counts": {
    "skill_view": 6,
    "skills_list": 1
  },
  "archived": [],
  "consolidated": [],
  "pruned": [],
  "pruned_names": [],
  "added": [],
  "state_transitions": [],
  "cron_rewrites": {
    "rewrites": [],
    "jobs_updated": 0,
    "jobs_scanned": 0
  },
  "llm_final": "Now I have a complete picture of all 3 candidate skills. Let me analyze the consolidation landscape:\n\n## Analysis\n\n### Candidate Skills (3 total)\n\n| Skill | Category | Content | Reference Files |\n|-------|----------|---------|-----------------|\n| `docker` | devops | Docker install, proxy config, database containers, MinIO, full-stack deploy, 15 pitfalls | 3 (kingbasev8, cloudflare-tunnels, jellyfin) |\n| `python-webapp-deploy` | devops | Source-based deploy, venv/pip/npm, SQLite config, password reset, process mgmt, 10+ pitfalls | 4 (multi-rider, schema-mismatch, nextjs-fullstack, 9router) |\n| `hyperframes-deploy` | creative | HyperFrames (HeyGen) install, Chrome headless, preview/render MP4, proxy/onnxruntime pitfalls | 0 |\n\n### Cluster Analysis\n\n**Cluster 1: Deployment (docker + python-webapp-deploy)**\n\nThese two share surface-level overlap — both mention proxy configuration, database setup, and GitHub cloning. However, they represent fundamentally different deployment paradigms:\n\n- **docker** = containerized infrastructure (Docker Engine, Compose, container lifecycle)\n- **python-webapp-deploy** = source-based application deployment (venv, pip, npm, process management)\n\nA human maintainer would write these as two separate skills because:\n1. The workflows are entirely different (docker run vs. python app.py)\n2. Each has 10+ distinct pitfalls specific to its paradigm\n3. Each has 3-4 rich reference files with real-world examples\n4. Merging would create a 700+ line mega-skill that's harder to navigate\n5. The `nextjs-fullstack-deploy.md` reference already bridges both (uses Docker for infra, source for app) — showing the skills are complementary, not duplicative\n\n**Cluster 2: HyperFrames (standalone)**\n\n`hyperframes-deploy` is a specialized creative tool deployment (HTML-to-video rendering). It shares proxy pitfalls with the other two, but that's a common pattern across all China-network deployments, not a consolidation signal. The skill belongs in `creative/` and doesn't overlap meaningfully with devops deployment skills.\n\n### Decision: No Consolidation Warranted\n\nWith only 3 candidates and no meaningful clusters to consolidate, this is a **keep-all** situation. Each skill is already at the right abstraction level:\n\n- `docker` = class-level umbrella for Docker-based deployment\n- `python-webapp-deploy` = class-level umbrella for source-based deployment  \n- `hyperframes-deploy` = specialized creative tool deployment\n\nThe \"10 archives\" threshold assumes a larger candidate pool. Forcing consolidation on 3 well-structured skills would degrade the library, not improve it.\n\n### Skills Kept (all 3)\n\n- `docker` — Already a class-level umbrella with 6 sections, 15 pitfalls, 3 reference files\n- `python-webapp-deploy` — Already a class-level umbrella with 10+ pitfalls, 4 reference files\n- `hyperframes-deploy` — Specialized creative tool, correctly categorized\n\n## Structured summary (required)\n```yaml\nconsolidations: []\nprunings: []\n```\n\nNo skills were archived or consolidated. All 3 candidates are already at appropriate class-level granularity with rich content bodies and supporting reference files. The deployment skills (`docker` and `python-webapp-deploy`) represent distinct paradigms (containerized vs. source-based) and are better as complementary skills than a merged mega-skill.",
  "llm_summary": "Now I have a complete picture of all 3 candidate skills. Let me analyze the consolidation landscape:\n\n## Analysis\n\n### Candidate Skills (3 total)\n\n| Skill | Category | Content | Reference Files |\n|-------|----------|---------|--------------…",
  "llm_error": null,
  "tool_calls": [
    {
      "name": "skill_view",
      "arguments": "{\"name\": \"docker\"}"
    },
    {
      "name": "skill_view",
      "arguments": "{\"name\": \"hyperframes-deploy\"}"
    },
    {
      "name": "skill_view",
      "arguments": "{\"name\": \"python-webapp-deploy\"}"
    },
    {
      "name": "skills_list",
      "arguments": "{\"category\": \"devops\"}"
    },
    {
      "name": "skill_view",
      "arguments": "{\"name\": \"docker\", \"file_path\": \"references/kingbasev8.md\"}"
    },
    {
      "name": "skill_view",
      "arguments": "{\"name\": \"python-webapp-deploy\", \"file_path\": \"references/multi-rider-example.md\"}"
    },
    {
      "name": "skill_view",
      "arguments": "{\"name\": \"python-webapp-deploy\", \"file_path\": \"references/nextjs-fullstack-deploy.md\"}"
    }
  ]
}