{
 "tool": "skill:python-parallelization",
 "name": "python-parallelization",
 "kind": "Skill",
 "source": "Favz census",
 "built": "2026-10-02",
 "html": "https://favz.co/tools/skill-python-parallelization.html",
 "markdown": "https://favz.co/tools/skill-python-parallelization.md",
 "repos_now": 24,
 "repos_ever": 24,
 "still_have_it": 1.0,
 "share_of_census_repos_with_any_tool": 0.00049,
 "repos_by_month": [
  {
   "month": "2026-08",
   "repos_at_month_end": 1
  },
  {
   "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:technical-writing-style",
   "name": "technical-writing-style",
   "kind": "Skill",
   "repos_with_both": 24,
   "lift": 1796.0,
   "json": "https://favz.co/tools/skill-technical-writing-style.json"
  },
  {
   "tool": "skill:python-development",
   "name": "python-development",
   "kind": "Skill",
   "repos_with_both": 24,
   "lift": 1731.86,
   "json": "https://favz.co/tools/skill-python-development.json"
  },
  {
   "tool": "skill:code-review-expert",
   "name": "code-review-expert",
   "kind": "Skill",
   "repos_with_both": 24,
   "lift": 1672.14,
   "json": "https://favz.co/tools/skill-code-review-expert.json"
  },
  {
   "tool": "skill:solid",
   "name": "solid",
   "kind": "Skill",
   "repos_with_both": 24,
   "lift": 1616.4,
   "json": "https://favz.co/tools/skill-solid.json"
  },
  {
   "tool": "skill:product-capability",
   "name": "product-capability",
   "kind": "Skill",
   "repos_with_both": 24,
   "lift": 1212.3,
   "json": "https://favz.co/tools/skill-product-capability.json"
  },
  {
   "tool": "skill:simplify",
   "name": "simplify",
   "kind": "Skill",
   "repos_with_both": 24,
   "lift": 881.67,
   "json": "https://favz.co/tools/skill-simplify.json"
  },
  {
   "tool": "skill:search-first",
   "name": "search-first",
   "kind": "Skill",
   "repos_with_both": 24,
   "lift": 702.78,
   "json": "https://favz.co/tools/skill-search-first.json"
  },
  {
   "tool": "skill:eval-harness",
   "name": "eval-harness",
   "kind": "Skill",
   "repos_with_both": 24,
   "lift": 664.27,
   "json": "https://favz.co/tools/skill-eval-harness.json"
  },
  {
   "tool": "skill:backend-patterns",
   "name": "backend-patterns",
   "kind": "Skill",
   "repos_with_both": 24,
   "lift": 563.86,
   "json": "https://favz.co/tools/skill-backend-patterns.json"
  },
  {
   "tool": "skill:tdd-workflow",
   "name": "tdd-workflow",
   "kind": "Skill",
   "repos_with_both": 24,
   "lift": 292.12,
   "json": "https://favz.co/tools/skill-tdd-workflow.json"
  },
  {
   "tool": "skill:security-review",
   "name": "security-review",
   "kind": "Skill",
   "repos_with_both": 24,
   "lift": 195.53,
   "json": "https://favz.co/tools/skill-security-review.json"
  }
 ],
 "min_shared_repos_for_a_pair": 5,
 "same_pack": [
  {
   "tool": "skill:doc-drift",
   "name": "doc-drift",
   "json": "https://favz.co/tools/skill-doc-drift.json"
  },
  {
   "tool": "skill:dry",
   "name": "dry",
   "json": "https://favz.co/tools/skill-dry.json"
  },
  {
   "tool": "skill:rest-api-design",
   "name": "rest-api-design",
   "json": "https://favz.co/tools/skill-rest-api-design.json"
  },
  {
   "tool": "skill:yagni",
   "name": "yagni",
   "json": "https://favz.co/tools/skill-yagni.json"
  },
  {
   "tool": "skill:architecture-documentation",
   "name": "architecture-documentation",
   "json": "https://favz.co/tools/skill-architecture-documentation.json"
  },
  {
   "tool": "skill:anti-hardcode",
   "name": "anti-hardcode",
   "json": "https://favz.co/tools/skill-anti-hardcode.json"
  },
  {
   "tool": "skill:config-schema-migration",
   "name": "config-schema-migration",
   "json": "https://favz.co/tools/skill-config-schema-migration.json"
  },
  {
   "tool": "skill:data-modeling-analysis",
   "name": "data-modeling-analysis",
   "json": "https://favz.co/tools/skill-data-modeling-analysis.json"
  },
  {
   "tool": "skill:documentation-criteria",
   "name": "documentation-criteria",
   "json": "https://favz.co/tools/skill-documentation-criteria.json"
  },
  {
   "tool": "skill:extermination-mode",
   "name": "extermination-mode",
   "json": "https://favz.co/tools/skill-extermination-mode.json"
  },
  {
   "tool": "skill:fail-fast",
   "name": "fail-fast",
   "json": "https://favz.co/tools/skill-fail-fast.json"
  },
  {
   "tool": "skill:flext-development",
   "name": "flext-development",
   "json": "https://favz.co/tools/skill-flext-development.json"
  },
  {
   "tool": "skill:implementation-plan-review",
   "name": "implementation-plan-review",
   "json": "https://favz.co/tools/skill-implementation-plan-review.json"
  },
  {
   "tool": "skill:ssot",
   "name": "ssot",
   "json": "https://favz.co/tools/skill-ssot.json"
  },
  {
   "tool": "skill:workspace-toolchain",
   "name": "workspace-toolchain",
   "json": "https://favz.co/tools/skill-workspace-toolchain.json"
  }
 ]
}