Extern Researcher

Overview

Enable agents to efficiently study external open-source repositories by leveraging existing research first, using temporary workspaces for clones, and persisting findings to the global thoughts system.

When to Use

• When needing to study patterns or implementations from external repositories
• When checking if a repository has already been researched
• When cloning an external repo for temporary study
• When persisting research findings about external code
• When cleaning up temporary workspace after research is complete

Key Concepts

Research-Centric Model

The catalog tracks research studies, not cloned repositories. Clones are temporary workspaces; research is the persistent artifact.

Directory Structure

thoughts/global/extern/           # Persistent research storage
├── catalog.md                    # Global research catalog (markdown + YAML frontmatter)
└── repos/{org-repo}/             # Research documents per repository

{any-project}/.extern/            # Temporary workspace (disposable)
└── {org-repo}/                   # Cloned repos for study

Catalog Format

The catalog at thoughts/global/extern/catalog.md uses markdown with YAML frontmatter:

---
type: extern-research-catalog
version: 1.0
last_updated: YYYY-MM-DD
total_repos_studied: N
total_studies: N

repos:
  - name: "org/repo"
    url: "https://github.com/org/repo"
    first_studied: "YYYY-MM-DD"
    study_count: N
    topics: ["topic1", "topic2"]
---

Scripts

Execute via justfile or directly with uv:

Via Justfile (Recommended)

just -f {base_dir}/justfile <recipe> [args...]

Direct Execution

uv run {base_dir}/scripts/catalog.py <command> [args...]

Core Workflow

Phase 1: Discovery (ALWAYS FIRST)

Before cloning any repository:

1. Read the global catalog: thoughts/global/extern/catalog.md
2. Search for the repo by name, URL, or topic
3. If found:
   • Read existing research documents
   • Evaluate: Is this sufficient for current needs?
   • If YES: Use existing research, skip cloning
   • If NO: Proceed to Phase 2, noting what gaps exist
4. If not found: Proceed to Phase 2

Phase 2: Workspace Initialization

If cloning is needed:

1. Check if .extern/ exists in current project
2. If not, create it:
   bashCopy

   mkdir -p .extern
   

3. MUST copy AGENTS.md template to workspace:
   bashCopy

   cp {base_dir}/assets/workspace-agents.md .extern/AGENTS.md
   

   This provides agent guidance for future sessions working in this directory.
4. Ensure .gitignore includes .extern/

Phase 3: Clone Repository

1. Parse the input (URL, clone command, org/repo format)
2. Derive directory name: {org}-{repo} (lowercase, kebab-case)
   • https://github.com/facebook/react → facebook-react
   • https://github.com/vercel/next.js → vercel-next-js
3. Clone with shallow depth (unless full history needed):
   bashCopy

   git clone --single-branch --depth 1 {url} .extern/{org-repo}/
   

4. Verify success

Phase 4: Research

1. Focus on the specific question/topic
2. Use appropriate subagents:
   • codebase-pattern-finder - Find implementations, usage examples
   • codebase-analyzer - Deep dive on specific components
   • codebase-locator - Find files by purpose/feature
3. Document findings with file:line references
4. Note connections to current project needs

Phase 5: Persist Research

1. Create research document:

   • Location: thoughts/global/extern/repos/{org-repo}/
   • Filename: {YYYY-MM-DD}_{topic-slug}.md
   • Use the research document template below

2. MUST update global catalog using the script (not manual file edits):

   bashCopy

   just -f {base_dir}/justfile add-study \
     "org/repo" \
     "https://github.com/org/repo" \
     "Topic studied" \
     "repos/org-repo/YYYY-MM-DD_topic.md" \
     "Why this was studied"
   

   The script ensures consistent catalog formatting and validates entries.

3. Sync thoughts if configured:

   bashCopy

   thoughts sync
   

Phase 6: Cleanup (Optional)

When workspace is no longer needed:

1. Confirm with user before deletion
2. Remove .extern/ directory:
   bashCopy

   rm -rf .extern/
   

3. Research remains in thoughts/global/extern/

Research Document Template

When creating research documents, use this structure:

---
date: {ISO timestamp}
repo: "{org}/{repo}"
url: "{full URL}"
topic: "{research topic}"
context: "{why this was studied}"
project: "{project that prompted this}"
tags: [extern-research, {domain-tags}]
---

# {Topic}: {Repo Name}

## Research Question

{What we set out to learn}

## Key Findings

### Finding 1: {Title}

{Description with code examples and file:line references}

### Finding 2: {Title}

{...}

## Applicable Patterns

{How these findings could apply to our work}

## References

- `{file}:{line}` - {description}

Suitable Subagents

Important Constraints

1. ALWAYS check catalog first - Never clone without checking existing research
2. Workspace is temporary - Do not store valuable data in .extern/
3. Research is permanent - Always persist to thoughts/global/extern/
4. Update catalog - Every study must update the global catalog
5. Respect clone depth - Use shallow clones unless full history needed
6. Use org-repo naming - Include organization to avoid conflicts

Error Handling

• Catalog not found → Create initial catalog at thoughts/global/extern/catalog.md
• Clone fails → Check URL format, network, permissions; report to user
• Research exists but stale → Proceed with new research, reference existing findings
• Workspace already exists → Reuse existing .extern/, check if repo is already cloned