identify

Identify friction points, bottlenecks, bugs, and technical debt. Use for audits, debugging sessions, when something feels wrong, or before major work to surface hidden issues. This is the second system in the 5-system framework.

181 stars

Best use case

identify is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Identify friction points, bottlenecks, bugs, and technical debt. Use for audits, debugging sessions, when something feels wrong, or before major work to surface hidden issues. This is the second system in the 5-system framework.

Teams using identify should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/2-identify/SKILL.md --create-dirs "https://raw.githubusercontent.com/majiayu000/claude-skill-registry/main/skills/data/2-identify/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/2-identify/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How identify Compares

Feature / AgentidentifyStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Identify friction points, bottlenecks, bugs, and technical debt. Use for audits, debugging sessions, when something feels wrong, or before major work to surface hidden issues. This is the second system in the 5-system framework.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# Identity System (Detection)

> **Purpose:** Surface problems, friction, and bottlenecks before they compound.
> **When to trigger:** Audits, debugging, pre-work analysis, or when something feels off.

## Detection Categories

### 1. Code Health
Run these checks:
- Type errors: `npx tsc --noEmit`
- Build errors: `npm run build`
- Lint issues: Check for warnings
- Unused imports/variables
- Circular dependencies

### 2. Performance Issues
Look for:
- Slow database queries (check Supabase logs)
- Large bundle sizes
- Unnecessary re-renders
- N+1 query patterns
- Missing indexes

### 3. User Experience Friction
Identify:
- Error states not handled gracefully
- Loading states missing
- Confusing user flows
- Edge cases not covered
- Poor error messages

### 4. Architecture Debt
Spot:
- Duplicated logic across files
- Inconsistent patterns
- Missing or premature abstractions
- Tightly coupled components
- God components/functions

### 5. Operational Gaps
Find:
- Missing error tracking/logging
- No observability into failures
- Manual processes that should be automated
- Missing environment variables
- Insecure configurations

### 6. Security Concerns
Check for:
- Exposed secrets or credentials
- Missing input validation
- SQL injection vectors
- XSS vulnerabilities
- Missing authentication/authorization

## Detection Process

### Quick Scan (5 min)
```bash
# Run type check
npx tsc --noEmit

# Check for build errors
npm run build

# Look for TODOs and FIXMEs
grep -r "TODO\|FIXME\|HACK\|XXX" src/
```

### Deep Scan (30 min)
1. Review recent git changes for introduced issues
2. Check Supabase logs for errors
3. Review component complexity
4. Check for missing error boundaries
5. Audit API route error handling

## Output Requirements

Log all findings to `.claude/issues-registry.md`:

```markdown
# Issues Registry

## Active Issues

| ID | Category | Severity | Description | Location | Detected | Status |
|----|----------|----------|-------------|----------|----------|--------|
| I-001 | Code Health | High | Type error in auth flow | src/lib/auth.ts:45 | 2026-01-01 | Open |
| I-002 | UX Friction | Medium | No loading state on submit | src/components/Form.tsx | 2026-01-01 | Open |

## Severity Levels
- **Critical:** Blocks users or causes data loss
- **High:** Major functionality broken or security issue
- **Medium:** Degraded experience or tech debt
- **Low:** Minor polish or optimization

## Resolved Issues
(Move issues here when fixed, note resolution)
```

## Rules

1. **Document everything found** - Even minor issues, log them
2. **Severity matters** - Be honest about impact level
3. **Location is key** - Include file:line for code issues
4. **Don't fix while identifying** - Separate detection from resolution
5. **Update regularly** - Keep the registry current

## Transition

After identification:
- Multiple issues found → Proceed to **Priority System**
- Single clear issue → Proceed to **Execution System**
- Blocked by confusion → Return to **Clarity System**

---

*This is System 2 of 5: Clarity → Identity → Priority → Execution → Reset*

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