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Diagnose and fix tests that pass sometimes and fail other times. Use when CI is red intermittently.
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SOC 職業分類に基づく
Calibrate a reviewer persona with few-shot rubric examples so skepticism stays consistent and doesn't drift lenient over long runs.
Enumerate every end-to-end feature as strict JSON entries with passes:false, editable-passes-only discipline, and priority order. The ledger fresh-context sessions read to know what's done, what's next, and what they're forbidden to touch.
Systematically remove one harness component at a time and measure impact, killing scaffolding that no longer earns its complexity.
Author idempotent init.sh under 120s plus sibling test.sh, stop.sh, reset.sh, serve.sh with fixed names the harness relies on.
Expand a 1-4 sentence product brief into a full spec with a design language, acceptance surface, and an ordered feature list.
Run the fixed 6-step session-opening sequence — pwd, read progress, git log, count remaining features, init.sh, smoke-test last feature — before touching any new work. The orientation ritual that lets fresh-context sessions reconstruct project state in under a minute.
| name | flaky-hunter |
| description | Diagnose and fix tests that pass sometimes and fail other times. Use when CI is red intermittently. |
| when_to_use | intermittent CI failure, "passes locally fails in CI", a flaky test |
Run the suspect test 20x in a loop first — confirm it's actually flaky, not just broken. Common causes, in order of likelihood:
retry(3) on a flaky test hides a real race that will bite in production. Quarantine only as a last resort, with a ticket.