- Beta plans use -beta-plan.md suffix to avoid clobbering stable plans - Fix internal references in beta skills to use beta names consistently - Add beta skills section to AGENTS.md with promotion checklist
Compounding Engineering Plugin
AI-powered development tools that get smarter with every use. Make each unit of engineering work easier than the last.
Components
| Component | Count |
|---|---|
| Agents | 29 |
| Skills | 44 |
| MCP Servers | 1 |
Agents
Agents are organized into categories for easier discovery.
Review (15)
| Agent | Description |
|---|---|
agent-native-reviewer |
Verify features are agent-native (action + context parity) |
architecture-strategist |
Analyze architectural decisions and compliance |
code-simplicity-reviewer |
Final pass for simplicity and minimalism |
data-integrity-guardian |
Database migrations and data integrity |
data-migration-expert |
Validate ID mappings match production, check for swapped values |
deployment-verification-agent |
Create Go/No-Go deployment checklists for risky data changes |
dhh-rails-reviewer |
Rails review from DHH's perspective |
julik-frontend-races-reviewer |
Review JavaScript/Stimulus code for race conditions |
kieran-rails-reviewer |
Rails code review with strict conventions |
kieran-python-reviewer |
Python code review with strict conventions |
kieran-typescript-reviewer |
TypeScript code review with strict conventions |
pattern-recognition-specialist |
Analyze code for patterns and anti-patterns |
performance-oracle |
Performance analysis and optimization |
schema-drift-detector |
Detect unrelated schema.rb changes in PRs |
security-sentinel |
Security audits and vulnerability assessments |
Research (6)
| Agent | Description |
|---|---|
best-practices-researcher |
Gather external best practices and examples |
framework-docs-researcher |
Research framework documentation and best practices |
git-history-analyzer |
Analyze git history and code evolution |
issue-intelligence-analyst |
Analyze GitHub issues to surface recurring themes and pain patterns |
learnings-researcher |
Search institutional learnings for relevant past solutions |
repo-research-analyst |
Research repository structure and conventions |
Design (3)
| Agent | Description |
|---|---|
design-implementation-reviewer |
Verify UI implementations match Figma designs |
design-iterator |
Iteratively refine UI through systematic design iterations |
figma-design-sync |
Synchronize web implementations with Figma designs |
Workflow (4)
| Agent | Description |
|---|---|
bug-reproduction-validator |
Systematically reproduce and validate bug reports |
lint |
Run linting and code quality checks on Ruby and ERB files |
pr-comment-resolver |
Address PR comments and implement fixes |
spec-flow-analyzer |
Analyze user flows and identify gaps in specifications |
Docs (1)
| Agent | Description |
|---|---|
ankane-readme-writer |
Create READMEs following Ankane-style template for Ruby gems |
Commands
Workflow Commands
Core workflow commands use ce: prefix to unambiguously identify them as compound-engineering commands:
| Command | Description |
|---|---|
/ce:ideate |
Discover high-impact project improvements through divergent ideation and adversarial filtering |
/ce:brainstorm |
Explore requirements and approaches before planning |
/ce:plan |
Create implementation plans |
/ce:review |
Run comprehensive code reviews |
/ce:work |
Execute work items systematically |
/ce:compound |
Document solved problems to compound team knowledge |
/ce:compound-refresh |
Refresh stale or drifting learnings and decide whether to keep, update, replace, or archive them |
Utility Commands
| Command | Description |
|---|---|
/lfg |
Full autonomous engineering workflow |
/slfg |
Full autonomous workflow with swarm mode for parallel execution |
/deepen-plan |
Stress-test plans and deepen weak sections with targeted research |
/changelog |
Create engaging changelogs for recent merges |
/create-agent-skill |
Create or edit Claude Code skills |
/generate_command |
Generate new slash commands |
/heal-skill |
Fix skill documentation issues |
/sync |
Sync Claude Code config across machines |
/report-bug |
Report a bug in the plugin |
/reproduce-bug |
Reproduce bugs using logs and console |
/resolve_parallel |
Resolve TODO comments in parallel |
/resolve_pr_parallel |
Resolve PR comments in parallel |
/resolve_todo_parallel |
Resolve todos in parallel |
/triage |
Triage and prioritize issues |
/test-browser |
Run browser tests on PR-affected pages |
/xcode-test |
Build and test iOS apps on simulator |
/feature-video |
Record video walkthroughs and add to PR description |
Skills
Architecture & Design
| Skill | Description |
|---|---|
agent-native-architecture |
Build AI agents using prompt-native architecture |
Development Tools
| Skill | Description |
|---|---|
andrew-kane-gem-writer |
Write Ruby gems following Andrew Kane's patterns |
compound-docs |
Capture solved problems as categorized documentation |
create-agent-skills |
Expert guidance for creating Claude Code skills |
dhh-rails-style |
Write Ruby/Rails code in DHH's 37signals style |
dspy-ruby |
Build type-safe LLM applications with DSPy.rb |
frontend-design |
Create production-grade frontend interfaces |
Content & Workflow
| Skill | Description |
|---|---|
document-review |
Improve documents through structured self-review |
every-style-editor |
Review copy for Every's style guide compliance |
file-todos |
File-based todo tracking system |
git-worktree |
Manage Git worktrees for parallel development |
proof |
Create, edit, and share documents via Proof collaborative editor |
resolve-pr-parallel |
Resolve PR review comments in parallel |
setup |
Configure which review agents run for your project |
Multi-Agent Orchestration
| Skill | Description |
|---|---|
orchestrating-swarms |
Comprehensive guide to multi-agent swarm orchestration |
File Transfer
| Skill | Description |
|---|---|
rclone |
Upload files to S3, Cloudflare R2, Backblaze B2, and cloud storage |
Browser Automation
| Skill | Description |
|---|---|
agent-browser |
CLI-based browser automation using Vercel's agent-browser |
Beta Skills
Experimental versions of core workflow skills. These are being tested before replacing their stable counterparts. They work standalone but are not yet wired into the automated lfg/slfg orchestration.
| Skill | Description | Replaces |
|---|---|---|
ce:plan-beta |
Decision-first planning focused on boundaries, sequencing, and verification | ce:plan |
deepen-plan-beta |
Selective stress-test that targets weak sections with research | deepen-plan |
To test: invoke /ce:plan-beta or /deepen-plan-beta directly. Plans produced by the beta skills are compatible with /ce:work.
Image Generation
| Skill | Description |
|---|---|
gemini-imagegen |
Generate and edit images using Google's Gemini API |
gemini-imagegen features:
- Text-to-image generation
- Image editing and manipulation
- Multi-turn refinement
- Multiple reference image composition (up to 14 images)
Requirements:
GEMINI_API_KEYenvironment variable- Python packages:
google-genai,pillow
MCP Servers
| Server | Description |
|---|---|
context7 |
Framework documentation lookup via Context7 |
Context7
Tools provided:
resolve-library-id- Find library ID for a framework/packageget-library-docs- Get documentation for a specific library
Supports 100+ frameworks including Rails, React, Next.js, Vue, Django, Laravel, and more.
MCP servers start automatically when the plugin is enabled.
Authentication: To avoid anonymous rate limits, set the CONTEXT7_API_KEY environment variable with your Context7 API key. The plugin passes this automatically via the x-api-key header. Without it, requests go unauthenticated and will quickly hit the anonymous quota limit.
Browser Automation
This plugin uses agent-browser CLI for browser automation tasks. Install it globally:
npm install -g agent-browser
agent-browser install # Downloads Chromium
The agent-browser skill provides comprehensive documentation on usage.
Installation
claude /plugin install compound-engineering
Known Issues
MCP Servers Not Auto-Loading
Issue: The bundled Context7 MCP server may not load automatically when the plugin is installed.
Workaround: Manually add it to your project's .claude/settings.json:
{
"mcpServers": {
"context7": {
"type": "http",
"url": "https://mcp.context7.com/mcp",
"headers": {
"x-api-key": "${CONTEXT7_API_KEY:-}"
}
}
}
}
Set CONTEXT7_API_KEY in your environment to authenticate. Or add it globally in ~/.claude/settings.json for all projects.
Version History
See CHANGELOG.md for detailed version history.
License
MIT