Systematically uncover and fix bugs using language-specific expertise and reproducible evidence. Use for deep bug hunting, defect documentation, and fix verification.
Scanned 2/12/2026
Install via CLI
openskills install athola/claude-night-market---
name: bug-review
description: Systematically uncover and fix bugs using language-specific expertise and reproducible evidence. Use for deep bug hunting, defect documentation, and fix verification.
category: code-review
tags: [bugs, defects, debugging, code-quality, fixes, verification]
tools: [defect-tracker, fix-generator, verification-runner]
usage_patterns:
- bug-hunting
- defect-documentation
- fix-preparation
- verification-planning
complexity: intermediate
estimated_tokens: 450
progressive_loading: true
dependencies: [pensive:shared, imbue:evidence-logging, imbue:diff-analysis/modules/risk-assessment-framework]
---
# Bug Review Workflow
Systematic bug identification and fixing with language-specific expertise.
## Quick Start
```bash
/bug-review
```
## When to Use
- Reviewing code for potential bugs
- After receiving bug reports
- Before major releases
- During security audits
- Investigating production issues
## Required TodoWrite Items
1. `bug-review:language-detected`
2. `bug-review:repro-plan`
3. `bug-review:defects-documented`
4. `bug-review:fixes-prepared`
5. `bug-review:verification-plan`
## Progressive Loading
Load additional context as needed:
- **Language Detection**: `@include modules/language-detection.md` - Manifest heuristics, expertise framing, version constraints
- **Defect Documentation**: `@include modules/defect-documentation.md` - Severity classification, root cause analysis, static analyzers
- **Fix Preparation**: `@include modules/fix-preparation.md` - Minimal patches, idiomatic patterns, test coverage
## Workflow
### Step 1: Detect Languages (`bug-review:language-detected`)
Identify dominant languages using manifest files (Cargo.toml → Rust, package.json → Node, etc.).
State expertise persona appropriate for the language ecosystem.
Note version constraints (MSRV, Python versions, Node engines).
**Progressive**: Load `modules/language-detection.md` for detailed manifest heuristics.
### Step 2: Plan Reproduction (`bug-review:repro-plan`)
Identify reproduction methods:
- Unit/integration test suites
- Fuzzing tools
- Manual reproduction commands
Document exact commands:
```bash
cargo test -p core
pytest tests/test_api.py
npm test -- pkg
```
Capture blockers and propose mocks when dependencies unavailable.
### Step 3: Document Defects (`bug-review:defects-documented`)
Review code line-by-line, logging each bug with:
- **File:line reference**: Precise location
- **Severity**: Critical, High, Medium, Low
- **Root cause**: Logic error, API misuse, concurrency, resource leak
- **Impact**: What breaks and how
Run static analyzers (`cargo clippy`, `ruff check`, `golangci-lint`, `eslint`).
Use `imbue:evidence-logging` for reproducible capture.
**Progressive**: Load `modules/defect-documentation.md` for classification details and analyzer commands.
### Step 4: Prepare Fixes (`bug-review:fixes-prepared`)
Draft minimal, idiomatic patches using language best practices:
- Guard clauses (Rust: pattern matching, Python: early returns)
- Resource cleanup (Go: defer, Python: context managers)
- Error propagation (Rust: ?, Go: wrapped errors)
Create tests following Red → Green pattern:
1. Write failing test
2. Apply minimal fix
3. Verify test passes
**Progressive**: Load `modules/fix-preparation.md` for language-specific patterns and test strategies.
### Step 5: Verification Plan (`bug-review:verification-plan`)
Execute reproduction steps with fixes applied.
Capture evidence:
- Test output logs
- Benchmark comparisons
- Coverage reports
Document remaining risks using `imbue:diff-analysis/modules/risk-assessment-framework`.
Assign owners and deadlines for follow-up items.
## Defect Classification (Condensed)
**Severity**: Critical (crash/data loss) → High (broken features) → Medium (degraded UX) → Low (edge cases)
**Root Causes**: Logic errors | API misuse | Concurrency issues | Resource leaks | Validation gaps
## Output Format
```markdown
## Summary
[Brief scope description]
## Defects Found
### [D1] file.rs:142 - Title
- Severity: High
- Root Cause: Logic error
- Impact: Data corruption possible
- Fix: [description]
## Proposed Fixes
### Fix for D1
[code diff with explanation]
## Test Updates
[new/updated tests with Red → Green verification]
## Evidence
- Commands executed
- Logs and outputs
- External references
```
## Best Practices
1. **Evidence-based**: Every finding has file:line reference
2. **Reproducible**: Clear steps to reproduce each bug
3. **Minimal fixes**: Smallest change that fixes the issue
4. **Test coverage**: Every fix has corresponding test
5. **Risk awareness**: Document remaining risks with severity scoring
## Exit Criteria
- All defects documented with precise references
- Fixes prepared with test coverage verified
- Verification plan includes commands and expected outputs
- Remaining risks assessed and owners assigned
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