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/research-methodology

Systematic gathering of accurate, version-specific documentation. TRIGGER when: researching a new API, library, or best practice before implementation. SKIP: turning findings into a plan (use planning-methodology); writing proposal.md (use spec-research).

From plugin
scaffolding
1536 skills13 agents19 commands20 hooks
Install
$ npx -y skills add komluk/scaffolding --skill research-methodology --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/research-methodology

Context preview

The summary Claude sees to decide when to auto-load this skill.

Systematic gathering of accurate, version-specific documentation. TRIGGER when: researching a new API, library, or best practice before implementation. SKIP: turning findings into a plan (use planning-methodology); writing proposal.md (use spec-research).

SKILL.md

research-methodology.SKILL.md
name: research-methodology
description: "Systematic gathering of accurate, version-specific documentation. TRIGGER when: researching a new API, library, or best practice before implementation. SKIP: turning findings into a plan (use planning-methodology); writing proposal.md (use spec-research)."

Research Methodology Skill

Systematic approach for gathering accurate, version-specific documentation before implementation.

Auto-Invoke Triggers

  • Implementing specific libraries/APIs
  • Requesting current technology documentation
  • Verifying API signatures or methods
  • Working with external dependencies
  • Upgrading framework versions

5-Step Methodology

Step 1: Rapid Assessment (< 30 seconds)

  • Extract library/API names from request
  • Detect versions from dependency files:
  • `package.json` (Node.js)
  • `requirements.txt` (Python)
  • `Cargo.toml` (Rust)
  • Ask ONE clarifying question if needed

Step 2: Source Prioritization

| Priority | Source | Trust Level | |----------|--------|-------------| | 1 | Official documentation | HIGH | | 2 | Migration guides | HIGH | | 3 | Release notes | HIGH | | 4 | GitHub repos | MEDIUM | | 5 | Blogs, tutorials | LOW | | ❌ | Stack Overflow, AI content | AVOID |

Step 3: Information Retrieval (< 90 seconds)

  • Use WebFetch for official documentation URLs
  • Use WebSearch to discover official sites
  • Extract:
  • API signatures
  • Setup instructions
  • Code examples
  • Gotchas/caveats
  • Best practices
  • 60-second timeout per source

Step 4: Verification & Citation

  • Cite EVERY claim with:
  • Version number
  • Source URL
  • Section reference
  • Assess confidence:
  • **HIGH**: Official docs, exact version match
  • **MEDIUM**: GitHub, close version
  • **LOW**: Community sources, version mismatch

Step 5: Structured Output

Deliver ResearchPack format:

## ResearchPack: [Library/API Name]

### Quick Reference
- **Library**: name v1.2.3
- **Use Case**: [what we're implementing]
- **Confidence**: HIGH/MEDIUM/LOW

### Key APIs
| Function | Signature | Description |
|----------|-----------|-------------|
| func1 | `func1(arg: Type): Return` | Does X |
| func2 | `func2(arg: Type): Return` | Does Y |

### Setup Steps
1. Install: `npm install library`
2. Configure: ...
3. Import: ...

### Gotchas
- ⚠️ [Common mistake to avoid]
- ⚠️ [Version-specific caveat]

### Code Examples
```typescript
// Example usage

Implementation Checklist

  • [ ] Install dependencies
  • [ ] Configure settings
  • [ ] Import modules
  • [ ] Implement feature

Open Questions

  • [ ] [Decision needed for planning phase]

Sources

1. [Official Docs](url) - v1.2.3, Section X 2. [GitHub](url) - README


## Quality Standards

- **Accuracy**: API signatures match docs exactly
- **Citations**: Every claim has source URL
- **Version-aware**: Information matches project version
- **Actionable**: Clear implementation guidance
- **Time**: Under 2 minutes total

## Project-Specific Sources

### React/TypeScript
- https://react.dev/
- https://www.typescriptlang.org/docs/

### Material-UI
- https://mui.com/material-ui/

### Vite
- https://vitejs.dev/

### AI APIs
- https://docs.imagerouter.io/
- https://platform.openai.com/docs/

## Confidence Levels

| Level | Criteria |
|-------|----------|
| HIGH | Official docs, exact version, tested |
| MEDIUM | Official docs, close version |
| LOW | Community source, version uncertain |
| AVOID | No citation, speculation |
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Spec-driven multi-agent orchestration for Claude Code — pure markdown, zero backend, runs on the stock runtime. 13 agents, 36 skills, 19 commands, 15 hooks, per-phase model tiers, opt-in lifecycle hooks, optional cross-device semantic memory.

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