# Quality Workflow > Use when writing tests, designing test coverage, handling defect fixes, performing root-cause analysis, setting up CI verification, or configuring commit-time hooks. Also use when creating test matrices or choosing between unit/integration/E2E tests. Do not use for general development or linting setup. - Skill: `metyatech/quality-workflow` (Agent Skill, multi-file: 11 files) - Install (CLI): `npx skillmds@latest add metyatech/quality-workflow` - Raw SKILL.md: https://api.skillmd.com/api/skills/metyatech/quality-workflow/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Integrations & APIs - Author: metyatech (https://skillmd.com/u/metyatech) - Updated: 2026-09-17 - Page: https://skillmd.com/skills/metyatech/quality-workflow --- # Quality workflow ## Verification gate discipline Obligation: `quality-and-verification`. - Use targeted/scoped verification (focused builds, specific test filters) in the inner loop; run the full suite only as the final gate before concluding or the final commit. - Long-running gates (pre-commit verify, full suite, CI) are final confirmation, not inner-loop debuggers. Settle each hypothesis against the smallest reproducer (single failing test, targeted build, isolated command) before re-running the full gate. - When a test fails after a dependency bump or environment change, first reproduce it against the pre-change state (prior SHA / pre-bump seed) before blaming the change. ## Test coverage methodology - Tests MUST cover success, failure, boundary, invalid input, and key state transitions (including first-run/cold-start vs subsequent-run behavior when relevant). Tests MUST include representative concurrency, retry, and recovery cases when relevant. - For non-trivial changes, the agent MUST enumerate the changed externally visible contract surface before choosing tests. Use the changed docs, specs, CLI help, API descriptions, UI controls, file formats, and user-facing messages as the source of truth for that surface. - The agent MUST build a small surface matrix (`surface item × state/outcome`) and cover the highest-risk combinations directly. The agent MUST NOT treat one passing happy-path check as evidence that adjacent documented entry points also work. - For deterministic output files, the agent MUST use full-content snapshot or golden tests. - The agent MUST prefer making nondeterministic failures reproducible over adding sleeps or retries. The agent MUST NOT mask flakiness. - For timing, order, or race issues, the agent MUST prefer deterministic synchronization (events, versioned state, acks/handshakes) over fixed sleeps. - For integration boundaries (network, DB, external services, UI flows), the agent MUST add an integration, E2E, or contract test that exercises the boundary. The agent MUST NOT rely on unit-only coverage for integration bugs. - For non-trivial changes, the agent MUST create a small test matrix (scenarios × inputs × states) and MUST cover the highest-risk combinations. Intentional gaps MUST be documented. ## Feedback loops and root causes - The agent MUST treat time-to-detect and time-to-fix as quality attributes and MUST shorten the feedback loop with automation and observability rather than relying on manual QA. - For any defect fix or incident remediation, the agent MUST perform a brief root-cause classification: 1. Implementation mistake. 2. Design deficit. 3. Ambiguous or incorrect requirements. - The agent MUST feed the root cause upstream in the same change set: add or tighten tests/checks/alerts, update specs and acceptance criteria, and update design docs or ADRs when applicable. - If the failure should have been detected earlier, the agent MUST add a gate at the earliest reliable point (lint, typecheck, tests, CI required checks, runtime alerts, or health checks). Skipping this requires explicit user approval. - The agent MUST record the prevention mechanism (what catches recurrence) in the PR description or issue comment. The agent MUST NOT report "fixed" without a concrete feedback-loop improvement. ## Verification evidence procedures ### AC→evidence mapping format - The agent MUST maintain an explicit mapping of `AC -> evidence (tests/commands/manual steps)`. - The agent SHOULD maintain a parallel mapping of `changed surface item -> direct evidence` whenever the change adds or alters a user-visible interface such as a command, flag, endpoint, view, or state. - The mapping MAY be presented in a compact per-item form (one line per AC including evidence and outcome) to reduce verbosity. - For non-code changes, the agent MUST run the relevant verification subset and MUST justify why the full suite is not needed. - If required checks cannot be run, the agent MUST stop and request explicit approval to proceed with partial verification. The agent MUST provide an exact manual verification plan. ### Final delivery response format - The agent MUST maintain an explicit `AC -> evidence` mapping internally for every state-changing task. - In normal user-facing final responses, the agent MUST default to a concise summary of outcome, verification, and residual risk. - The agent MUST expand to explicit `Goal/Verification`, `AC -> evidence`, or exact command listings only when the user requests them or when higher-priority rules require path-specific evidence to be shown separately. ## CI and commit-hook setup For CI and commit-hook invariants, see the rule modules `quality-and-verification` and `lint-format-static`. This section covers setup procedures. - The agent MUST configure required default-branch checks when permitted. Otherwise the agent MUST report the limitation. - The agent MUST NOT rely on smoke-only or scheduled-only gates. - If hooks are not installed, the agent MUST install them before the first commit in the session. If installation is impossible, the agent MUST run full verify manually before every commit. - Verify scripts MUST enforce lock-file integrity (manifest/lock drift detection). ## Environment constraints - If the environment limits execution (network, DB, sandbox), the agent MUST run the available subset, MUST document skipped coverage, and MUST ensure CI covers the remainder. - For user-facing tools and GUIs, the agent MUST run end-to-end manual verification in addition to automated tests. When manual testing finds issues, the agent MUST add failing tests first, then fix. - For CLI and API changes, direct contract checks MUST include discoverability surfaces such as help, usage, version, schema, or equivalent documented entry points when those surfaces are part of the delivered contract. - If required tests are impractical, the agent MUST document the gap, MUST provide a manual verification plan, and MUST get explicit approval. ## Test practices - Heuristic waits MUST require condition-based logic, hard deadlines, diagnostics, and explicit requester approval. - Logs MUST be minimal with diagnostic context. Logs MUST NOT contain secrets or personal data. The agent MUST remove debugging instrumentation before the final patch.