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 |
35+ |
| Skills |
40+ |
| MCP Servers |
1 |
Skills
Core Workflow
The primary entry points for engineering work, invoked as slash commands:
| Skill |
Description |
/ce:ideate |
Discover high-impact project improvements through divergent ideation and adversarial filtering |
/ce:brainstorm |
Explore requirements and approaches before planning |
/ce:plan |
Transform features into structured implementation plans grounded in repo patterns, with automatic confidence checking |
/ce:review |
Structured code review with tiered persona agents, confidence gating, and dedup pipeline |
/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 |
Git Workflow
| Skill |
Description |
git-clean-gone-branches |
Clean up local branches whose remote tracking branch is gone |
git-commit |
Create a git commit with a value-communicating message |
git-commit-push-pr |
Commit, push, and open a PR with an adaptive description; also update an existing PR description |
git-worktree |
Manage Git worktrees for parallel development |
Workflow Utilities
| Skill |
Description |
/changelog |
Create engaging changelogs for recent merges |
/feature-video |
Record video walkthroughs and add to PR description |
/reproduce-bug |
Reproduce bugs using logs and console |
/report-bug-ce |
Report a bug in the compound-engineering plugin |
/resolve-pr-feedback |
Resolve PR review feedback in parallel |
/sync |
Sync Claude Code config across machines |
/test-browser |
Run browser tests on PR-affected pages |
/test-xcode |
Build and test iOS apps on simulator using XcodeBuildMCP |
/onboarding |
Generate ONBOARDING.md to help new contributors understand the codebase |
/todo-resolve |
Resolve todos in parallel |
/todo-triage |
Triage and prioritize pending todos |
Development Frameworks
| Skill |
Description |
agent-native-architecture |
Build AI agents using prompt-native architecture |
andrew-kane-gem-writer |
Write Ruby gems following Andrew Kane's patterns |
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 |
Review & Quality
| Skill |
Description |
claude-permissions-optimizer |
Optimize Claude Code permissions from session history |
document-review |
Review documents using parallel persona agents for role-specific feedback |
setup |
Reserved for future project-level workflow configuration; code review agent selection is automatic |
Content & Collaboration
| Skill |
Description |
every-style-editor |
Review copy for Every's style guide compliance |
proof |
Create, edit, and share documents via Proof collaborative editor |
todo-create |
File-based todo tracking system |
Automation & Tools
| Skill |
Description |
agent-browser |
CLI-based browser automation using Vercel's agent-browser |
gemini-imagegen |
Generate and edit images using Google's Gemini API |
orchestrating-swarms |
Comprehensive guide to multi-agent swarm orchestration |
rclone |
Upload files to S3, Cloudflare R2, Backblaze B2, and cloud storage |
Beta / Experimental
| Skill |
Description |
/lfg |
Full autonomous engineering workflow |
/slfg |
Full autonomous workflow with swarm mode for parallel execution |
Agents
Agents are specialized subagents invoked by skills — you typically don't call these directly.
Review
| Agent |
Description |
agent-native-reviewer |
Verify features are agent-native (action + context parity) |
api-contract-reviewer |
Detect breaking API contract changes |
cli-agent-readiness-reviewer |
Evaluate CLI agent-friendliness against 7 core principles |
cli-readiness-reviewer |
CLI agent-readiness persona for ce:review (conditional, structured JSON) |
architecture-strategist |
Analyze architectural decisions and compliance |
code-simplicity-reviewer |
Final pass for simplicity and minimalism |
correctness-reviewer |
Logic errors, edge cases, state bugs |
data-integrity-guardian |
Database migrations and data integrity |
data-migration-expert |
Validate ID mappings match production, check for swapped values |
data-migrations-reviewer |
Migration safety with confidence calibration |
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 |
maintainability-reviewer |
Coupling, complexity, naming, dead code |
pattern-recognition-specialist |
Analyze code for patterns and anti-patterns |
performance-oracle |
Performance analysis and optimization |
performance-reviewer |
Runtime performance with confidence calibration |
reliability-reviewer |
Production reliability and failure modes |
schema-drift-detector |
Detect unrelated schema.rb changes in PRs |
security-reviewer |
Exploitable vulnerabilities with confidence calibration |
security-sentinel |
Security audits and vulnerability assessments |
testing-reviewer |
Test coverage gaps, weak assertions |
project-standards-reviewer |
CLAUDE.md and AGENTS.md compliance |
adversarial-reviewer |
Construct failure scenarios to break implementations across component boundaries |
Document Review
| Agent |
Description |
coherence-reviewer |
Review documents for internal consistency, contradictions, and terminology drift |
design-lens-reviewer |
Review plans for missing design decisions, interaction states, and AI slop risk |
feasibility-reviewer |
Evaluate whether proposed technical approaches will survive contact with reality |
product-lens-reviewer |
Challenge problem framing, evaluate scope decisions, surface goal misalignment |
scope-guardian-reviewer |
Challenge unjustified complexity, scope creep, and premature abstractions |
security-lens-reviewer |
Evaluate plans for security gaps at the plan level (auth, data, APIs) |
adversarial-document-reviewer |
Challenge premises, surface unstated assumptions, and stress-test decisions |
Research
| 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
| 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
| 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
| Agent |
Description |
ankane-readme-writer |
Create READMEs following Ankane-style template for Ruby gems |
MCP Servers
| Server |
Description |
context7 |
Framework documentation lookup via Context7 |
Context7
Tools provided:
resolve-library-id - Find library ID for a framework/package
get-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:
The agent-browser skill provides comprehensive documentation on usage.
Installation
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:
Set CONTEXT7_API_KEY in your environment to authenticate. Or add it globally in ~/.claude/settings.json for all projects.
Version History
See the repo root CHANGELOG.md for canonical release history.
License
MIT