{
 "rule": "Picked by hand from candidates all three models got wrong with no skill (baseline 0/3), one per target skill, 8 from context-infrastructure-en and 22 from 22 different ecosystem repos. Dropped: answers that conflict with or repeat another skill (e.g. the subagent-overlap percentages differ between workflow_parallel_subagents and workflow_deep_research_survey), questions about private config values (default GSC domain, model bindings), exact-sentence recall, trivia env-var names where a better candidate from the same repo existed, and the one candidate where deepseek used web search. Cue tags assigned at selection time, before any with-skill run.",
 "selected": [
  {
   "cid": "bestpractice_pdf_to_markdown#0",
   "cue": true
  },
  {
   "cid": "mac_universal_clipboard#0",
   "cue": true
  },
  {
   "cid": "openreview#0",
   "cue": true
  },
  {
   "cid": "workflow_bilibili_whisper_transcription#1",
   "cue": true
  },
  {
   "cid": "playwright_ajax_capture#1",
   "cue": true
  },
  {
   "cid": "workflow_watchdog#0",
   "cue": false,
   "note": "no cue: background sub-agent check-ins; watchdog, agentic_patrol, parallel_subagents all plausible"
  },
  {
   "cid": "workflow_parallel_subagents#1",
   "cue": true
  },
  {
   "cid": "bestpractice_markdown_html_conversion#0",
   "cue": true
  },
  {
   "cid": "codex_cli#1",
   "cue": true
  },
  {
   "cid": "apple_photos#0",
   "cue": true
  },
  {
   "cid": "colab#0",
   "cue": true
  },
  {
   "cid": "dataforseo#1",
   "cue": true
  },
  {
   "cid": "firewalla#0",
   "cue": true
  },
  {
   "cid": "apple_calendar#0",
   "cue": true
  },
  {
   "cid": "skill_image_generation#1",
   "cue": true
  },
  {
   "cid": "skill_intake#1",
   "cue": true,
   "edits": {
    "question": "My Apple Voice Memos intake sync is skipping some recordings in the source folder. Which audio file extensions does the sync step actually read?"
   },
   "note": "question edited: original named the skill/CLI file name"
  },
  {
   "cid": "watch_development#1",
   "cue": true
  },
  {
   "cid": "koyeb#1",
   "cue": true
  },
  {
   "cid": "narwal#1",
   "cue": true
  },
  {
   "cid": "skill_opencode_data#1",
   "cue": true
  },
  {
   "cid": "speaker_notes#0",
   "cue": true
  },
  {
   "cid": "skill_semantic_search#0",
   "cue": true
  },
  {
   "cid": "smart_home_skill#0",
   "cue": true
  },
  {
   "cid": "skill_unifi#1",
   "cue": true,
   "edits": {
    "question": "When running the UniFi controller observation CLI, what specific exit code indicates an authentication failure caused by an expired cookie, and how should it be resolved?"
   },
   "note": "question edited: original named the skill/CLI file name"
  },
  {
   "cid": "asr#0",
   "cue": false,
   "note": "no cue: \"local speech transcription pipeline\" fits asr, intake, bilibili transcription and download_and_transcribe"
  },
  {
   "cid": "skill_outlook#1",
   "cue": false,
   "note": "no cue: \"calendar invite / calendar update\" without naming Outlook; apple_calendar and the Google Workspace skill also handle calendars"
  },
  {
   "cid": "skill_resend_email#1",
   "cue": false,
   "note": "no cue: \"received list --after\" without naming Resend; Outlook and Google Workspace skills also export mail (mirror of zh T29)"
  },
  {
   "cid": "skill_firecrawl#0",
   "cue": false,
   "note": "no cue: \"domain filtering in the CLI\" without naming Firecrawl; tavily also has domain filters"
  },
  {
   "cid": "video-scoring-audio#1",
   "cue": false,
   "note": "no cue: generic ffmpeg question; no product named"
  },
  {
   "cid": "skill_playwright_test#1",
   "cue": false,
   "note": "no cue: SSO loop in a browser session; playwright_test, session_keeper and logto skills all plausible"
  }
 ]
}