Review dimensions for validating agent quality - template compliance, safety, testing, and priority validation
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Bug fix workflow: root cause analysis → user review → regression test + fix via TDD
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
Wave: CROSS_WAVE Agents: Rex (nw-troubleshooter) → selected crafter (OOP or FP per project paradigm)
End-to-end bug fix pipeline: diagnose root cause, review findings with user, then deliver regression tests that fail with the bug and pass with the fix. Ensures every defect produces a test that prevents recurrence.
INPUT: "{bug-description}"
│
├─ Phase 1: Root Cause Analysis (@nw-troubleshooter)
│ └─ /nw-root-why "{bug-description}"
│ └─ Output: RCA document with root cause chain + fix proposal
│
├─ Phase 2: User Review (INTERACTIVE — STOP here)
│ └─ Present RCA findings to user
│ └─ User confirms root cause + approves fix direction
│ └─ If user rejects → refine RCA or stop
│
└─ Phase 3: Regression Test + Fix
└─ /nw-deliver "fix-{bug-id}" — roadmap-based bugfix flow
└─ Paradigm detection determines crafter (OOP or FP)
└─ Regression test (RED) → fix (GREEN) → verify (COMMIT)
Skill loading: The troubleshooter loads its skills from ~/.claude/skills/nw-{skill}/SKILL.md:
nw-five-whys-methodology — core investigation methodologynw-investigation-techniques — systematic debugging patternsnw-post-mortem-framework — structured incident analysisInvoke @nw-troubleshooter via Agent tool:
Execute *investigate-root-cause for the following defect:
{bug-description}
Configuration:
- investigation_depth: 5
- multi_causal: true
- evidence_required: true
Produce:
1. Root cause chain (5 Whys with evidence at each level)
2. Contributing factors
3. Proposed fix with specific code changes
4. Files affected
5. Risk assessment of the fix
After the troubleshooter returns, present findings to the user. Include:
STOP and wait for user confirmation before proceeding to Phase 3.
Present the RCA findings and ask:
If user rejects:
If user approves → proceed to Phase 3.
Phase 3 dispatches the fix through the roadmap-based bugfix flow. It does
paradigm detection (reads project CLAUDE.md for ## Development Paradigm),
crafter selection (@nw-software-crafter for OOP, @nw-functional-software-crafter
for FP), DES enforcement, and reads the rigor profile from
.nwave/des-config.json.
Preparation:
fix-{kebab-case-bug-summary} (max 5 words)docs/feature/{feature-id}/deliver/ directoryDelegate to /nw-deliver:
/nw-deliver "fix-{bug-summary}"
The deliver orchestrator builds a minimal two-step roadmap:
Step 01-01: Regression test (RED)
tests/regression/{component}/ or tests/bugs/test_bug_{description}.pyStep 01-02: Fix implementation (GREEN)
The crafter handles the TDD cycle (3-phase canon RED → GREEN → COMMIT per ADR-025) with DES monitoring.
fix(scope): description/nw-bugfix "DES hook crashes with FileNotFoundError when template schema is missing"
Phase 1: Rex traces to missing step-tdd-cycle-schema.json in plugin cache.
Phase 2: User confirms.
Phase 3: /nw-deliver "fix-missing-template-schema" → crafter writes test_bug_missing_template_schema.py (RED), adds fallback path resolution (GREEN), commits.
/nw-bugfix "Skills plugin reports success but installs zero files when source has nw-prefixed layout"
Phase 1: Rex traces to is_public_skill() returning False for all nw-prefixed names due to ownership map key mismatch.
Phase 2: User confirms.
Phase 3: /nw-deliver "fix-ownership-map-keys" → crafter writes regression test with nw-prefixed fixture (RED), fixes ownership map keys (GREEN), commits.
/nw-bugfix "Pipeline composition breaks when filter predicate returns None"
Phase 1: Rex traces to missing None guard in compose() function.
Phase 2: User confirms.
Phase 3: /nw-deliver "fix-compose-none-guard" → paradigm detected as FP → @nw-functional-software-crafter writes property-based test (RED), adds None guard (GREEN), commits.
/nw-deliver./nw-refactor, not here./nw-design before fixing./nw-deliver, which handles paradigm detection, DES enforcement, and rigor profile automatically.还没有评价。欢迎分享你的使用感受。
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Review dimensions for validating agent quality - template compliance, safety, testing, and priority validation
中文简介正在准备中。当前显示原文说明。
Review dimensions for validating agent quality - template compliance, safety, testing, and priority validation
中文简介正在准备中。当前显示原文说明。
Review dimensions for acceptance test quality - happy path bias, GWT compliance, business language purity, coverage completeness, walking skeleton user-centricity, priority validation, observable behavior assertions, traceability coverage, and walking skeleton boundary proof
中文简介正在准备中。当前显示原文说明。
Detailed 5-phase workflow for creating agents - from requirements analysis through validation and iterative refinement
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5-layer testing approach for agent validation including adversarial testing, security validation, and prompt injection resistance
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Architectural style selection decision matrices, trade-off analysis, structural enforcement rules, and combination patterns. Load when choosing or evaluating architecture styles.
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