mcpbeat

Nw Bugfix

nwave-ai/nw-bugfix

Bug fix workflow: root cause analysis → user review → regression test + fix via TDD

1k tokens
context cost
the whole folder, loaded on every use
1
files
instructions only
0
copies elsewhere
how many repositories repackaged it
588
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/nWave-ai/nWave --skill nw-bugfix

The instruction itself

13 sections, as written by the author

NW-BUGFIX: Defect Resolution Workflow

Wave: CROSS_WAVE

Agents: Rex (nw-troubleshooter) → selected crafter (OOP or FP per project paradigm)

Overview

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.

Flow

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)

Execution Steps

Phase 1: Root Cause Analysis

Skill loading: The troubleshooter loads its skills from ~/.claude/skills/nw-{skill}/SKILL.md:

  • nw-five-whys-methodology — core investigation methodology
  • nw-investigation-techniques — systematic debugging patterns
  • nw-post-mortem-framework — structured incident analysis

Invoke @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:

  • Root cause summary (1-2 sentences)
  • Evidence chain
  • Proposed fix
  • Files to modify
  • Risk level

STOP and wait for user confirmation before proceeding to Phase 3.

Phase 2: User Review

Present the RCA findings and ask:

  • "Does this root cause match your understanding?"
  • "Do you approve the proposed fix direction?"
  • "Any additional constraints or context?"

If user rejects:

  • Refine the RCA with additional context
  • Or stop the workflow entirely

If user approves → proceed to Phase 3.

Phase 3: Regression Test + Fix

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:

  • Derive feature-id: fix-{kebab-case-bug-summary} (max 5 words)
  • Create docs/feature/{feature-id}/deliver/ directory
  • Prepare RCA context from Phase 1 output (root cause, files affected, proposed fix)

Delegate to /nw-deliver:

/nw-deliver "fix-{bug-summary}"

The deliver orchestrator builds a minimal two-step roadmap:

Step 01-01: Regression test (RED)

  • Write a test that reproduces the exact defect
  • Test MUST fail against current code (proves the bug exists)
  • Test location: tests/regression/{component}/ or tests/bugs/
  • Test name: test_bug_{description}.py

Step 01-02: Fix implementation (GREEN)

  • Implement the minimal fix identified in RCA
  • Run ALL tests — regression test must now PASS
  • Existing tests must not regress

The crafter handles the TDD cycle (3-phase canon RED → GREEN → COMMIT per

ADR-025) with DES monitoring.

Success Criteria

  • [ ] Root cause identified with evidence at each causal level
  • [ ] User reviewed and approved fix direction
  • [ ] Regression test written that fails with the bug
  • [ ] Fix implemented that makes the regression test pass
  • [ ] All existing tests still pass (no regressions)
  • [ ] Commit with conventional message: fix(scope): description

Examples

Example 1: Runtime crash

/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.

Example 2: Silent failure

/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.

Example 3: Functional project bug

/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.

Notes

  • This command is for known defects (something is broken). For new features, use /nw-deliver.
  • The regression test is the primary deliverable — it prevents the bug from recurring.
  • Keep the fix minimal. Refactoring belongs in /nw-refactor, not here.
  • If the RCA reveals a design flaw (not just a code bug), escalate to /nw-design before fixing.
  • Phase 3 delegates to /nw-deliver, which handles paradigm detection, DES enforcement, and rigor profile automatically.

How to use it

Copy the folder

Take nwave-ai/nw-bugfix from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.