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vibe-quality-loop

Runs the Implement→Review→Test→Fix cycle until the work is actually clean, with evidence. Use after any non-trivial implementation and before claiming it is done.

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vibe-quality-loop

The quality loop prevents premature "done" declarations. Keep iterating until the review is clean and the tests pass, and show the evidence.

When to Use This Skill

  • After an implementation that touches more than a couple of files or any non-trivial logic
  • After implementing a feature with tests
  • Before creating a commit or PR on completed work

When NOT to Use This Skill

  • Single-line fixes or typo corrections
  • Documentation-only changes (use vibe-doc-quality-gate)
  • When the user says "just get it working, we'll clean up later"

The Loop

Implement → Self-review diff → Run checks ─┬─ clean + green → EXIT
                ↑                           │
                └──────── Fix issues ←──────┘

Steps

  1. Review the diff — Read the whole diff as a reviewer would. If the harness has a built-in review command (for example /code-review in Claude Code or /review in Codex), run it. Otherwise check for:

    • Bugs: wrong conditions, off-by-one errors, unhandled error paths, broken edge cases
    • Leftovers: unused imports and variables, debug output, commented-out code
    • Consistency: does it match the naming and idioms of the surrounding code?
    • Scope: anything not requested (vibe-scope-guard)
    • Test integrity: were any tests weakened to pass? (vibe-anti-rationalization-check)
  2. Run the project's own checks — Use what the repo defines (Makefile, package.json scripts, CI workflow) rather than guessing:

    • Full test suite, not just the tests you wrote
    • Linter, formatter, type checker
    • The race detector for concurrent code where the language has one (e.g., go test -race)
  3. Fix only the issues found. Don't add features while fixing.

  4. Loop back to step 1. Track the iteration count.

  5. Exit when the review is clean and all checks pass. Quote the final check output. Don't paraphrase it.

Stop Conditions

  • After 5 iterations without converging, stop and report what's stuck rather than looping further.
  • A failure that also happens on the base branch is pre-existing. Report it; don't "fix" it silently in this change.

Output Format

Quality Loop: [Feature Name]

Iterations: X · Final status: CLEAN / KNOWN_ISSUES

IterationIssues foundFixed
1[list][list]

Final checks: [command] → [result]

Remaining known issues (if any):

  • [issue deliberately deferred, with justification]

レビュー

まだレビューはありません。使ってみた感想をお寄せください。

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概要と使いどころ

Validates completed work against defined acceptance criteria. Use after completing a task that has specific success criteria defined in issues, specs, or task descriptions.

日本語の概要は準備中です。原文の説明を表示しています。

ash1794/vibe-engineering1642026年10月8日 更新

Generates edge case, failure mode, and spec-driven test cases. Covers boundary values, nil inputs, concurrency, resource exhaustion, malformed data, and requirement-linked traceability tests. Use after happy-path tests exist and before claiming coverage is complete, when requirements lack tests, or before a security review.

日本語の概要は準備中です。原文の説明を表示しています。

ash1794/vibe-engineering1642026年10月8日 更新

Catches shortcuts and reward hacking — weakening or deleting tests to make them pass, hard-coding expected outputs, silently dropping requirements, or claiming work is done without running it. Use before declaring a task complete and whenever a test or requirement feels like it's in the way.

日本語の概要は準備中です。原文の説明を表示しています。

ash1794/vibe-engineering1642026年10月8日 更新

Safely integrates commits from parallel agent branches using sequential cherry-pick. Use after parallel work completes in isolated branches or worktrees.

日本語の概要は準備中です。原文の説明を表示しています。

ash1794/vibe-engineering1642026年10月8日 更新

Audits tests for concurrency safety — race conditions, shared mock state, cleanup ordering. Use when writing tests that involve goroutines, async operations, or shared mutable state.

日本語の概要は準備中です。原文の説明を表示しています。

ash1794/vibe-engineering1642026年10月8日 更新

Enforces tiered test coverage standards with three dimensions — line coverage by tier, spec-to-test traceability, and spec-to-code implementation mapping. Use before claiming code is complete.

日本語の概要は準備中です。原文の説明を表示しています。

ash1794/vibe-engineering1642026年10月8日 更新

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