{
 "tool": "skill:aif-build-automation",
 "name": "aif-build-automation",
 "kind": "Skill",
 "source": "Favz census",
 "built": "2026-10-06",
 "html": "https://favz.co/tools/skill-aif-build-automation.html",
 "markdown": "https://favz.co/tools/skill-aif-build-automation.md",
 "repos_now": 20,
 "repos_ever": 25,
 "still_have_it": 0.8,
 "share_of_census_repos_with_any_tool": 0.00016,
 "repos_by_month": [
  {
   "month": "2026-02",
   "repos_at_month_end": 1
  },
  {
   "month": "2026-03",
   "repos_at_month_end": 6
  },
  {
   "month": "2026-04",
   "repos_at_month_end": 11
  },
  {
   "month": "2026-05",
   "repos_at_month_end": 12
  },
  {
   "month": "2026-06",
   "repos_at_month_end": 14
  },
  {
   "month": "2026-07",
   "repos_at_month_end": 17
  },
  {
   "month": "2026-08",
   "repos_at_month_end": 19
  },
  {
   "month": "2026-09",
   "repos_at_month_end": 19
  },
  {
   "month": "2026-10",
   "repos_at_month_end": 20
  }
 ],
 "note_on_last_days": "The last few days always look low, because repos found later fill them in.",
 "goes_with": [
  {
   "tool": "skill:aif-review",
   "name": "aif-review",
   "kind": "Skill",
   "repos_with_both": 20,
   "lift": 5273.57,
   "json": "https://favz.co/tools/skill-aif-review.json"
  },
  {
   "tool": "mcp:npm:@modelcontextprotocol/server-postgres",
   "name": "@modelcontextprotocol/server-postgres",
   "kind": "MCP server (npm package)",
   "repos_with_both": 7,
   "lift": 71.71,
   "json": "https://favz.co/tools/mcp-npm-modelcontextprotocol-server-postgres.json"
  },
  {
   "tool": "mcp:npm:@modelcontextprotocol/server-filesystem",
   "name": "@modelcontextprotocol/server-filesystem",
   "kind": "MCP server (npm package)",
   "repos_with_both": 12,
   "lift": 58.88,
   "json": "https://favz.co/tools/mcp-npm-modelcontextprotocol-server-filesystem.json"
  },
  {
   "tool": "mcp:npm:@modelcontextprotocol/server-github",
   "name": "@modelcontextprotocol/server-github",
   "kind": "MCP server (npm package)",
   "repos_with_both": 10,
   "lift": 47.42,
   "json": "https://favz.co/tools/mcp-npm-modelcontextprotocol-server-github.json"
  },
  {
   "tool": "mcp:npm:chrome-devtools-mcp",
   "name": "chrome-devtools-mcp",
   "kind": "MCP server (npm package)",
   "repos_with_both": 10,
   "lift": 34.85,
   "json": "https://favz.co/tools/mcp-npm-chrome-devtools-mcp.json"
  },
  {
   "tool": "mcp:npm:@playwright/mcp",
   "name": "@playwright/mcp",
   "kind": "MCP server (npm package)",
   "repos_with_both": 11,
   "lift": 14.56,
   "json": "https://favz.co/tools/mcp-npm-playwright-mcp.json"
  }
 ],
 "min_shared_repos_for_a_pair": 5,
 "same_pack": [
  {
   "tool": "skill:aif",
   "name": "aif",
   "json": "https://favz.co/tools/skill-aif.json"
  },
  {
   "tool": "skill:aif-architecture",
   "name": "aif-architecture",
   "json": "https://favz.co/tools/skill-aif-architecture.json"
  },
  {
   "tool": "skill:aif-best-practices",
   "name": "aif-best-practices",
   "json": "https://favz.co/tools/skill-aif-best-practices.json"
  },
  {
   "tool": "skill:aif-docs",
   "name": "aif-docs",
   "json": "https://favz.co/tools/skill-aif-docs.json"
  },
  {
   "tool": "skill:aif-evolve",
   "name": "aif-evolve",
   "json": "https://favz.co/tools/skill-aif-evolve.json"
  },
  {
   "tool": "skill:aif-fix",
   "name": "aif-fix",
   "json": "https://favz.co/tools/skill-aif-fix.json"
  },
  {
   "tool": "skill:aif-grounded",
   "name": "aif-grounded",
   "json": "https://favz.co/tools/skill-aif-grounded.json"
  },
  {
   "tool": "skill:aif-implement",
   "name": "aif-implement",
   "json": "https://favz.co/tools/skill-aif-implement.json"
  },
  {
   "tool": "skill:aif-improve",
   "name": "aif-improve",
   "json": "https://favz.co/tools/skill-aif-improve.json"
  },
  {
   "tool": "skill:aif-loop",
   "name": "aif-loop",
   "json": "https://favz.co/tools/skill-aif-loop.json"
  },
  {
   "tool": "skill:aif-plan",
   "name": "aif-plan",
   "json": "https://favz.co/tools/skill-aif-plan.json"
  },
  {
   "tool": "skill:aif-roadmap",
   "name": "aif-roadmap",
   "json": "https://favz.co/tools/skill-aif-roadmap.json"
  },
  {
   "tool": "skill:aif-rules",
   "name": "aif-rules",
   "json": "https://favz.co/tools/skill-aif-rules.json"
  },
  {
   "tool": "skill:aif-security-checklist",
   "name": "aif-security-checklist",
   "json": "https://favz.co/tools/skill-aif-security-checklist.json"
  },
  {
   "tool": "skill:aif-verify",
   "name": "aif-verify",
   "json": "https://favz.co/tools/skill-aif-verify.json"
  },
  {
   "tool": "skill:aif-commit",
   "name": "aif-commit",
   "json": "https://favz.co/tools/skill-aif-commit.json"
  },
  {
   "tool": "skill:aif-explore",
   "name": "aif-explore",
   "json": "https://favz.co/tools/skill-aif-explore.json"
  },
  {
   "tool": "skill:aif-skill-generator",
   "name": "aif-skill-generator",
   "json": "https://favz.co/tools/skill-aif-skill-generator.json"
  },
  {
   "tool": "skill:aif-ci",
   "name": "aif-ci",
   "json": "https://favz.co/tools/skill-aif-ci.json"
  }
 ]
}