{
 "tool": "skill:audit-context-building",
 "name": "audit-context-building",
 "kind": "Skill",
 "source": "Favz census",
 "built": "2026-10-04",
 "html": "https://favz.co/tools/skill-audit-context-building.html",
 "markdown": "https://favz.co/tools/skill-audit-context-building.md",
 "repos_now": 24,
 "repos_ever": 26,
 "still_have_it": 0.923,
 "share_of_census_repos_with_any_tool": 0.00025,
 "repos_by_month": [
  {
   "month": "2026-01",
   "repos_at_month_end": 1
  },
  {
   "month": "2026-02",
   "repos_at_month_end": 2
  },
  {
   "month": "2026-03",
   "repos_at_month_end": 10
  },
  {
   "month": "2026-04",
   "repos_at_month_end": 13
  },
  {
   "month": "2026-05",
   "repos_at_month_end": 17
  },
  {
   "month": "2026-06",
   "repos_at_month_end": 19
  },
  {
   "month": "2026-07",
   "repos_at_month_end": 22
  },
  {
   "month": "2026-08",
   "repos_at_month_end": 23
  },
  {
   "month": "2026-09",
   "repos_at_month_end": 24
  }
 ],
 "note_on_last_days": "The last few days always look low, because repos found later fill them in.",
 "goes_with": [
  {
   "tool": "skill:variant-analysis",
   "name": "variant-analysis",
   "kind": "Skill",
   "repos_with_both": 18,
   "lift": 3085.5,
   "json": "https://favz.co/tools/skill-variant-analysis.json"
  },
  {
   "tool": "skill:sharp-edges",
   "name": "sharp-edges",
   "kind": "Skill",
   "repos_with_both": 19,
   "lift": 2996.36,
   "json": "https://favz.co/tools/skill-sharp-edges.json"
  },
  {
   "tool": "skill:differential-review",
   "name": "differential-review",
   "kind": "Skill",
   "repos_with_both": 20,
   "lift": 2816.13,
   "json": "https://favz.co/tools/skill-differential-review.json"
  },
  {
   "tool": "skill:ask-questions-if-underspecified",
   "name": "ask-questions-if-underspecified",
   "kind": "Skill",
   "repos_with_both": 16,
   "lift": 2742.67,
   "json": "https://favz.co/tools/skill-ask-questions-if-underspecified.json"
  },
  {
   "tool": "skill:agent-memory-systems",
   "name": "agent-memory-systems",
   "kind": "Skill",
   "repos_with_both": 12,
   "lift": 2252.9,
   "json": "https://favz.co/tools/skill-agent-memory-systems.json"
  },
  {
   "tool": "skill:anti-reversing-techniques",
   "name": "anti-reversing-techniques",
   "kind": "Skill",
   "repos_with_both": 12,
   "lift": 2057.0,
   "json": "https://favz.co/tools/skill-anti-reversing-techniques.json"
  },
  {
   "tool": "skill:database-architect",
   "name": "database-architect",
   "kind": "Skill",
   "repos_with_both": 13,
   "lift": 2050.14,
   "json": "https://favz.co/tools/skill-database-architect.json"
  },
  {
   "tool": "skill:skill-improver",
   "name": "skill-improver",
   "kind": "Skill",
   "repos_with_both": 15,
   "lift": 1971.29,
   "json": "https://favz.co/tools/skill-skill-improver.json"
  },
  {
   "tool": "skill:backend-architect",
   "name": "backend-architect",
   "kind": "Skill",
   "repos_with_both": 12,
   "lift": 1971.29,
   "json": "https://favz.co/tools/skill-backend-architect.json"
  },
  {
   "tool": "skill:context-degradation",
   "name": "context-degradation",
   "kind": "Skill",
   "repos_with_both": 10,
   "lift": 1971.29,
   "json": "https://favz.co/tools/skill-context-degradation.json"
  },
  {
   "tool": "skill:api-security-best-practices",
   "name": "api-security-best-practices",
   "kind": "Skill",
   "repos_with_both": 12,
   "lift": 1892.44,
   "json": "https://favz.co/tools/skill-api-security-best-practices.json"
  },
  {
   "tool": "skill:binary-analysis-patterns",
   "name": "binary-analysis-patterns",
   "kind": "Skill",
   "repos_with_both": 10,
   "lift": 1877.42,
   "json": "https://favz.co/tools/skill-binary-analysis-patterns.json"
  }
 ],
 "min_shared_repos_for_a_pair": 5,
 "same_pack": [
  {
   "tool": "skill:semgrep-rule-creator",
   "name": "semgrep-rule-creator",
   "json": "https://favz.co/tools/skill-semgrep-rule-creator.json"
  }
 ]
}