← ClaudeAtlas

maintain-productlisted

Cut live/regression harm with root-cause fix and oracle.
SylphxAI/skills · ★ 1 · AI & Automation · score 74
Install: claude install-skill SylphxAI/skills
# Maintain Product When users or operators are **hurt** by failures or regressions, run **one** maintain cycle. ## When to use - Live/prod/dogfood breakage, flaky paths, security/privacy incidents - Regressions, noisy errors, undiagnosable failure modes ## Method **Symptom → blast radius → fix cause on owning layer → prove harm↓.** Prefer regression locks and detectability over silent cleanup. ### 1. Frame - Symptom, severity, audience (user/ops/data/security) - Health signal that must improve this cycle - Non-goals: feature expansion; visual redesign without harm link ### 2. Research - Reproduce or gather evidence (logs, tests, live smoke, reports) - Bisect likely change sets; map owning component - Stop when root-cause hypotheses are actionable ### 3. Admit work - **In:** fixes/guards that reduce the framed harm; instrumentation if diagnosis is blocked - **Out:** unrelated refactors; “improve everything”; polish - Multiple related fixes OK if they share one harm theme ### 4. Implement - When landing source: apply constraints from `../drive-to-delivery/references/source-authoring-standard/` — **L1** batch this cycle's admitted work, **L2** atomic valid commits, **L3** one revert-safe complete PR outcome per independent outcome (queue/squash unit). - Fix cause; add regression test/smoke when automatable - Small blast radius - Do not paper over shared floors in the wrong layer ### 5. Deliver / verify - Re-run failing oracle; show green or reduced harm - Spot-check