{
  "skill_id": "gf-ops-ci-flake-classifier",
  "name": "CI Flake Classifier Kit",
  "evaluation": "free",
  "quality": "agent-decision-grade",
  "functional": true,
  "price_usd": 11.99,
  "category": "Coding",
  "tier": "premium",
  "kind": "service",
  "tags": [
    "x402",
    "goods-factory",
    "service",
    "functional",
    "sealed-runtime",
    "gf-complete"
  ],
  "summary": "Classify CI flakes vs real regressions with quarantine rules, re-run budgets, and root-cause buckets for agent and app pipelines.",
  "when_to_use": [
    "The same tests fail intermittently and the team re-runs until green instead of fixing root causes.",
    "Agent eval suites or e2e jobs flake under load and block merges unfairly.",
    "You need a shared classifier so quarantine is temporary and owned, not a permanent ignore list."
  ],
  "outline": [
    "Define flake signals: fails on re-run without code change, order-dependent tests, timing/network sensitivity, shared mutable fixtures.",
    "Build a classifier decision tree: real regression vs flake vs infra vs dependency outage with required evidence links.",
    "Set re-run budgets: max automatic re-runs per job, then hard fail and open a flake ticket with owner.",
    "Apply quarantine rules: @flake tag, expiry date, owner, and tracking issue—no silent skips without expiry.",
    "Drive fixes by bucket: isolation, determinism seeds, fake clocks, hermetic network, and agent eval stability patterns."
  ],
  "capabilities": [
    "Flake signal taxonomy and evidence-based classifier tree",
    "Automatic re-run budgets that prevent infinite green-seeking",
    "Time-boxed quarantine policy with owners and expiry",
    "Root-cause fix playbooks for timing, order, network, and agent-eval flakes"
  ],
  "artifact_outputs": [
    "ci-flake-classifier.md",
    "quarantine-policy.yaml",
    "flake-fix-playbook.md"
  ],
  "decision_criteria": [
    "Outline steps are specific to this skill (not generic templates)",
    "Sealed pack exposes createSkill().run with outline-driven steps",
    "Artifacts are named concrete deliverables",
    "No revenue guarantees or banned claims",
    "Free eval path works without payment"
  ],
  "sealed_after_pay": [
    "Full src/index.js runtime (createSkill, run, plan)",
    "src/runbook.js with skill-specific steps",
    "src/tools.js registry for agent ToolRegistry",
    "WORKBOOK.md operator procedure",
    "templates/ checklist and artifact shells",
    "schemas/output.schema.json"
  ],
  "runtime": {
    "entry": "src/index.js",
    "export": "createSkill",
    "install": "node scripts/install-unlocked-pack.mjs unlock.json ./skills"
  },
  "challenge": "https://lvlltd.com/api/pay?skill=gf-ops-ci-flake-classifier",
  "sample": "https://lvlltd.com/skills/gf-ops-ci-flake-classifier/sample.md",
  "pack_meta": "https://lvlltd.com/api/packs?skill=gf-ops-ci-flake-classifier",
  "teaser": "https://lvlltd.com/sealed/gf-ops-ci-flake-classifier/",
  "proof": "https://lvlltd.com/api/proof",
  "standards": [
    "x402",
    "ERC-7857"
  ],
  "operator_notes": [
    "Confirm pay path with GET /api/pay before purchasing.",
    "Dry-run createSkill().run({ goal, dry_run: true }) after unlock.",
    "Persist payment.txHash with skill_id for re-redeem.",
    "Never commit private keys or OPS_SECRET into pack usage.",
    "Category focus: Coding. Kind: service.",
    "Claim scrub: no guaranteed ROI, no fake testimonials.",
    "If outline 404s on production, redeploy public/skills after completion pass."
  ]
}