Home / komluk / scaffolding · skills/research-methodology/SKILL.md · GitHub

research-methodology skillA

research-methodology is agent-read markdown (skill) from komluk/scaffolding: 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)..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# 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
…

Read the whole file at its exact version.

How to install

Latest version
mdr add komluk/scaffolding/research-methodology@git:20260520.3aa374b
Exact content
mdr add komluk/scaffolding/research-methodology@sha256:ff566fe5643375f7

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

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Versions

versioncommittedcommitsizeaudit
git:20260520.3aa374b latest2026-05-20 3aa374b 3,480 BA view · diff
git:20260409.25dc3ca2026-04-09 25dc3ca 3,383 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (3480 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

komluk/scaffolding · 15 stars · license MIT · pushed 2026-09-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_t4ch5b3bbvnjb45s
GET https://markdownregistry.com/api/v1/resolve?ref=komluk/scaffolding/research-methodology
GET https://markdownregistry.com/api/v1/blob/ff566fe5643375f75908cccfcbb67ba44687e743469978541338fbd212c44dbd

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

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