{
 "snapshot": "2026-11-06",
 "population": {
  "project_skill_md_files_on_github": 506880,
  "sampled_unique_files": 31272,
  "sampled_share_pct": 6.2,
  "size_slices_total": 58,
  "size_slices_sampled": 41,
  "sampled_repos": 16304,
  "repos_passing_filter": 2435,
  "repos_read": 2427,
  "project_skills_read": 41142
 },
 "method": "GitHub code search filename:SKILL.md path:.claude/skills, split by file size; up to 1,000 results per slice. Repos kept: >=5 stars, pushed since 2026-10-07, not fork, not archived. All project skills in kept repos read from the repo tree. Static reading only. Names left out.",
 "weighting": {
  "per_repo": "share of repos with at least one such skill",
  "capped": "at most 10 skills per repo (fixed random pick), 15247 skills",
  "uncapped": "all 41142 skills"
 },
 "repos_with_at_least_one": {
  "auto-invocable (no disable-model-invocation)": [
   2377,
   97.9
  ],
  "sets allowed-tools": [
   542,
   22.3
  ],
  "allowed-tools: Bash, any command": [
   305,
   12.6
  ],
  "allowed-tools: Bash, listed commands only": [
   252,
   10.4
  ],
  "allowed-tools: Write or Edit": [
   280,
   11.5
  ],
  "allowed-tools: WebFetch or WebSearch": [
   96,
   4.0
  ],
  "runs a command on load (!`)": [
   68,
   2.8
  ],
  "registers hooks": [
   13,
   0.5
  ],
  "runs a bundled script": [
   716,
   29.5
  ],
  "script goes online": [
   265,
   10.9
  ],
  "script writes files": [
   553,
   22.8
  ],
  "script reads secret-named env var": [
   113,
   4.7
  ],
  "name matches a built-in command or bundled skill": [
   399,
   16.4
  ],
  "auto-invocable AND Bash any": [
   280,
   11.5
  ],
  "!` on load AND Bash any": [
   12,
   0.5
  ],
  "folder named review, code-review or security-review": [
   153,
   6.3
  ]
 },
 "skills_capped": {
  "auto-invocable (no disable-model-invocation)": [
   14384,
   94.3
  ],
  "sets allowed-tools": [
   1906,
   12.5
  ],
  "allowed-tools: Bash, any command": [
   981,
   6.4
  ],
  "allowed-tools: Bash, listed commands only": [
   588,
   3.9
  ],
  "allowed-tools: Write or Edit": [
   767,
   5.0
  ],
  "allowed-tools: WebFetch or WebSearch": [
   105,
   0.7
  ],
  "runs a command on load (!`)": [
   122,
   0.8
  ],
  "registers hooks": [
   9,
   0.1
  ],
  "runs a bundled script": [
   1135,
   7.4
  ],
  "script goes online": [
   237,
   1.6
  ],
  "script writes files": [
   741,
   4.9
  ],
  "script reads secret-named env var": [
   67,
   0.4
  ],
  "name matches a built-in command or bundled skill": [
   320,
   2.1
  ],
  "auto-invocable AND Bash any": [
   876,
   5.7
  ],
  "!` on load AND Bash any": [
   18,
   0.1
  ],
  "folder named review, code-review or security-review": [
   101,
   0.7
  ]
 },
 "skills_uncapped": {
  "auto-invocable (no disable-model-invocation)": [
   39206,
   95.3
  ],
  "sets allowed-tools": [
   4366,
   10.6
  ],
  "allowed-tools: Bash, any command": [
   2388,
   5.8
  ],
  "allowed-tools: Bash, listed commands only": [
   1156,
   2.8
  ],
  "allowed-tools: Write or Edit": [
   2035,
   4.9
  ],
  "allowed-tools: WebFetch or WebSearch": [
   298,
   0.7
  ],
  "runs a command on load (!`)": [
   243,
   0.6
  ],
  "registers hooks": [
   44,
   0.1
  ],
  "runs a bundled script": [
   2868,
   7.0
  ],
  "script goes online": [
   664,
   1.6
  ],
  "script writes files": [
   1872,
   4.6
  ],
  "script reads secret-named env var": [
   267,
   0.6
  ],
  "name matches a built-in command or bundled skill": [
   537,
   1.3
  ],
  "auto-invocable AND Bash any": [
   2200,
   5.3
  ],
  "!` on load AND Bash any": [
   30,
   0.1
  ],
  "folder named review, code-review or security-review": [
   166,
   0.4
  ]
 },
 "hidden_text_check": {
  "repos": {
   "zero-width characters": [
    26,
    1.1
   ],
   "direction-changing characters": [
    0,
    0.0
   ],
   "Unicode tag characters": [
    1,
    0.0
   ],
   "folder name refused by 2.1.299 rule": [
    0,
    0.0
   ],
   "long HTML comment (hidden when rendered)": [
    344,
    14.2
   ],
   "HTML comment with hiding words": [
    1,
    0.0
   ]
  },
  "skills_uncapped": {
   "zero-width characters": [
    26,
    0.1
   ],
   "direction-changing characters": [
    0,
    0.0
   ],
   "Unicode tag characters": [
    1,
    0.0
   ],
   "folder name refused by 2.1.299 rule": [
    0,
    0.0
   ],
   "long HTML comment (hidden when rendered)": [
    2087,
    5.1
   ],
   "HTML comment with hiding words": [
    1,
    0.0
   ]
  }
 },
 "root_name_clashes_by_command": {
  "code-review": 65,
  "resume": 7,
  "init": 9,
  "status": 14,
  "debug": 33,
  "verify": 87,
  "skills": 7,
  "review": 80,
  "plan": 31,
  "release-notes": 27,
  "memory": 4,
  "run": 4,
  "simplify": 10,
  "help": 7,
  "deep-research": 14,
  "rename": 2,
  "bug": 7,
  "design": 22,
  "loop": 2,
  "security-review": 21,
  "btw": 1,
  "claude-api": 2,
  "slides": 4,
  "upgrade": 3,
  "mobile": 1,
  "update-config": 1,
  "mcp": 6,
  "tui": 2,
  "workflows": 1,
  "config": 2,
  "usage": 6,
  "agents": 3,
  "doctor": 1,
  "export": 2,
  "import": 2,
  "insights": 1,
  "branch": 4,
  "goal": 5,
  "recap": 3,
  "tasks": 4,
  "design-sync": 2,
  "feedback": 1,
  "skill-doctor": 3,
  "dataviz": 2,
  "schedule": 4,
  "hooks": 3,
  "stats": 2,
  "team-onboarding": 1,
  "sandbox": 2,
  "focus": 1,
  "workflow-authoring": 1,
  "plugin-authoring": 1,
  "background": 2,
  "voice": 1,
  "context": 1,
  "color": 1,
  "statusline": 1,
  "batch": 1
 },
 "injection_first_words": {
  "git": 144,
  "bash": 79,
  "gh": 36,
  "grep": 24,
  "[": 22,
  "find": 19,
  "cat": 18,
  "ls": 17,
  "command": 14,
  "echo": 8,
  "if": 6,
  "pwd": 6,
  "curl": 5,
  "java": 5,
  "hops": 4,
  "test": 4,
  "cd": 3,
  "plannotator": 3,
  "go": 3,
  "A=\"${ARGUMENTS:-}\";": 3
 }
}