This skill should be used when the user says "/compound", "compound this", "document learnings", "save what we learned", or after completing a PR. Extracts knowledge from PR context and saves to docs/learnings/.
Pro scans all 3 files and shows the line behind each finding
Scanned 9/9/2026
npx -y skills add team-attention/hoyeon --skill compound --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: compound
description: |
This skill should be used when the user says "/compound", "compound this",
"document learnings", "save what we learned", or after completing a PR.
Extracts knowledge from PR context and saves to docs/learnings/.
allowed-tools:
- Read
- Grep
- Glob
- Bash
- Write
- Edit
- AskUserQuestion
---
# Compound Skill
Extracts knowledge from PR context and saves structured documentation to `docs/learnings/`.
## Workflow
### Phase 1: Context Collection
1. **Identify PR number/branch**
- Use PR number if provided as argument
- Otherwise, find PR from current branch: `gh pr view --json number,body,title`
- **If no PR exists**: Prompt user to enter PR number directly or confirm proceeding without PR
2. **Extract Plan path**
- Find Plan path pattern in PR body: `.hoyeon/specs/{name}/PLAN.md`
- Regex: `\.hoyeon/specs/[^/]+/PLAN\.md`
- **If no Plan path found**: Prompt user to enter spec name directly or select from `.hoyeon/specs/` directory listing
3. **Derive Context path**
- Extract spec name from Plan path
- Context directory: `.hoyeon/specs/{name}/context/`
4. **Parallel collection** (run following commands simultaneously, skip if files don't exist)
```bash
# Context files (treat as empty if not found)
cat .hoyeon/specs/{name}/context/learnings.json 2>/dev/null || echo ""
cat .hoyeon/specs/{name}/context/decisions.md 2>/dev/null || echo ""
cat .hoyeon/specs/{name}/context/issues.json 2>/dev/null || echo ""
# PR comments and reviews (collect as JSON for stability)
gh pr view {pr_number} --json comments,reviews
```
**Error Handling:**
- If no context files exist AND no PR comments → Notify user and request manual input
- At least 1 source required to proceed with document generation
### Phase 2: Knowledge Extraction & Classification
#### 2.1 Extract Valuable Feedback from PR Comments
**Criteria for valuable feedback:**
- Code improvement suggestions
- Bug/issue identification
- Pattern/best practice mentions
- "This would be better" type advice
- Comments left with approval
**Filter out:**
- Simple questions ("What is this?")
- Confirmation requests ("Is this correct?")
- Approval-only comments ("LGTM", "Approved")
- Bot comments
**Extraction keywords:**
- "suggest", "recommend", "better", "instead"
- "pattern", "practice", "convention"
- "issue", "bug", "fix"
- "learned", "TIL", "note"
**Extracted information:**
- author
- body
- file_path (if inline comment)
- created_at
#### 2.2 Analyze Context Files
| File | Purpose |
|------|---------|
| learnings.json | Structured learnings |
| decisions.md | Decision rationale |
| issues.json | Structured issues |
#### 2.3 Synthesize
1. Assess documentation value from collected sources
2. Check for duplicates: Search `docs/learnings/`
3. Classify problem type - Refer to `references/problem-types.md` (relative to this skill directory)
4. Generate tags
### Phase 3: Document Generation
1. **Generate YAML frontmatter**
```yaml
pr_number: {PR_NUMBER}
date: {YYYY-MM-DD}
problem_type: {TYPE}
tags: [{TAGS}]
plan_path: {PLAN_PATH}
```
2. **Write document using template**
- Template location: `templates/LEARNING_TEMPLATE.md` (relative to this skill directory)
- Read template and substitute placeholders
3. **Determine filename**
- Format: `{YYYY-MM-DD}-{short-title}.md`
- Example: `2024-01-15-api-error-handling.md`
4. **Save**
- Path: `docs/learnings/{filename}.md`
5. **Add cross-references** (if related documents exist)
- Add new document link to Related section of existing documents
## Usage Examples
```
# Specify PR number
/compound 123
# Use PR from current branch
/compound
```
## Output
Outputs the created document path and summary:
```
Created: docs/learnings/2024-01-15-api-error-handling.md
Summary:
- Problem Type: error-handling
- Tags: api, typescript, validation
- Sources: learnings.json, 2 PR comments
```
---
<!-- TODO: Future extensions -->
<!-- - [ ] Session ID based user feedback collection -->
<!-- - [ ] CLAUDE.md auto-update suggestions -->
<!-- - [ ] Detect existing document UPDATEs -->
<!-- - [ ] Auto-categorization by problem_type (docs/solutions/{type}/) -->
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