---
title: "Compounding Engineering Plugin"
description: "AI-powered development tools that get smarter with every use. Make each unit of engineering work easier than the last."
type: skill
canonical_url: https://claudary.paisolsolutions.com/skills/readme-281
source: "Claudary"
difficulty: intermediate
author: "Claude Code Knowledge Pack"
date: 2026-07-10T11:36:20.768Z
license: CC-BY-4.0
attribution: "Compounding Engineering Plugin — Claudary (https://claudary.paisolsolutions.com/skills/readme-281)"
---

# Compounding Engineering Plugin
AI-powered development tools that get smarter with every use. Make each unit of engineering work easier than the last.

## Overview

# Compounding Engineering Plugin

AI-powered development tools that get smarter with every use. Make each unit of engineering work easier than the last.

## Getting Started

After installing, run `/ce-setup` in any project. It diagnoses your environment, installs missing tools, and bootstraps project config in one interactive flow.

## Components

| Component | Count |
|-----------|-------|
| Agents | 50+ |
| Skills | 42+ |

## Skills

### Core Workflow

The primary entry points for engineering work are skills invoked with slash syntax:

| Skill | Description |
|-------|-------------|
| `/ce-ideate` | Optional big-picture ideation: generate and critically evaluate grounded ideas, then route the strongest one into brainstorming |
| `/ce-brainstorm` | Interactive Q&A to think through a feature or problem and write a right-sized requirements doc before planning |
| `/ce-plan` | Create structured plans for any multi-step task -- software features, research workflows, events, study plans -- with automatic confidence checking |
| `/ce-code-review` | Structured code review with tiered persona agents, confidence gating, and dedup pipeline |
| `/ce-work` | Execute work items systematically |
| `/ce-debug` | Systematically find root causes and fix bugs -- traces causal chains, forms testable hypotheses, and implements test-first fixes |
| `/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 |
| `/ce-optimize` | Run iterative optimization loops with parallel experiments, measurement gates, and LLM-as-judge quality scoring |

For `/ce-optimize`, see [`skills/ce-optimize/README.md`](./skills/ce-optimize/README.md) for usage guidance, example specs, and links to the schema and workflow docs.

### Research & Context

| Skill | Description |
|-------|-------------|
| `/ce-sessions` | Ask questions about session history across Claude Code, Codex, and Cursor |
| `/ce-slack-research` | Search Slack for interpreted organizational context -- decisions, constraints, and discussion arcs |

### Git Workflow

| Skill | Description |
|-------|-------------|
| `ce-pr-description` | Write or regenerate a value-first PR title and body from the current branch or a specified PR; used directly or by other skills |
| `ce-clean-gone-branches` | Clean up local branches whose remote tracking branch is gone |
| `ce-commit` | Create a git commit with a value-communicating message |
| `ce-commit-push-pr` | Commit, push, and open a PR with an adaptive description; also update an existing PR description (delegates title/body generation to `ce-pr-description`) |
| `ce-worktree` | Manage Git worktrees for parallel development |

### Workflow Utilities

| Skill | Description |
|-------|-------------|
| `/ce-demo-reel` | Capture a visual demo reel (GIF demos, terminal recordings, screenshots) for PRs with project-type-aware tier selection |
| `/ce-report-bug` | Report a bug in the compound-engineering plugin |
| `/ce-resolve-pr-feedback` | Resolve PR review feedback in parallel |
| `/ce-test-browser` | Run browser tests on PR-affected pages |
| `/ce-test-xcode` | Build and test iOS apps on simulator using XcodeBuildMCP |
| `/ce-setup` | Diagnose environment, install missing tools, and bootstrap project config |
| `/ce-update` | Check compound-engineering plugin version and fix stale cache (Claude Code only) |
| `/ce-release-notes` | Summarize recent compound-engineering plugin releases, or answer a question about a past release with a version citation |

### Development Frameworks

| Skill | Description |
|-------|-------------|
| `ce-agent-native-architecture` | Build AI agents using prompt-native architecture |
| `ce-dhh-rails-style` | Write Ruby/Rails code in DHH's 37signals style |
| `ce-frontend-design` | Create production-grade frontend interfaces |

### Review & Quality

| Skill | Description |
|-------|-------------|
| `ce-doc-review` | Review documents using parallel persona agents for role-specific feedback |

### Content & Collaboration

| Skill | Description |
|-------|-------------|
| `ce-proof` | Create, edit, and share documents via Proof collaborative editor |

### Automation & Tools

| Skill | Description |
|-------|-------------|
| `ce-gemini-imagegen` | Generate and edit images using Google's Gemini API |

### Beta / Experimental

| Skill | Description |
|-------|-------------|
| `/ce-polish-beta` | Human-in-the-loop polish phase after /ce-code-review — verifies review + CI, starts a dev server from `.claude/launch.json`, generates a testable checklist, and dispatches polish sub-agents for fixes. Emits stacked-PR seeds for oversized work |
| `/lfg` | Full autonomous engineering workflow |

## Agents

Agents are specialized subagents invoked by skills — you typically don't call these directly.

### Review

| Agent | Description |
|-------|-------------|
| `ce-agent-native-reviewer` | Verify features are agent-native (action + context parity) |
| `ce-api-contract-reviewer` | Detect breaking API contract changes |
| `ce-cli-agent-readiness-reviewer` | Evaluate CLI agent-friendliness against 7 core principles |
| `ce-cli-readiness-reviewer` | CLI agent-readiness persona for ce-code-review (conditional, structured JSON) |
| `ce-architecture-strategist` | Analyze architectural decisions and compliance |
| `ce-code-simplicity-reviewer` | Final pass for simplicity and minimalism |
| `ce-correctness-reviewer` | Logic errors, edge cases, state bugs |
| `ce-data-integrity-guardian` | Database migrations and data integrity |
| `ce-data-migration-expert` | Validate ID mappings match production, check for swapped values |
| `ce-data-migrations-reviewer` | Migration safety with confidence calibration |
| `ce-deployment-verification-agent` | Create Go/No-Go deployment checklists for risky data changes |
| `ce-dhh-rails-reviewer` | Rails review from DHH's perspective |
| `ce-julik-frontend-races-reviewer` | Review JavaScript/Stimulus code for race conditions |
| `ce-kieran-rails-reviewer` | Rails code review with strict conventions |
| `ce-kieran-python-reviewer` | Python code review with strict conventions |
| `ce-kieran-typescript-reviewer` | TypeScript code review with strict conventions |
| `ce-maintainability-reviewer` | Coupling, complexity, naming, dead code |
| `ce-pattern-recognition-specialist` | Analyze code for patterns and anti-patterns |
| `ce-performance-oracle` | Performance analysis and optimization |
| `ce-performance-reviewer` | Runtime performance with confidence calibration |
| `ce-reliability-reviewer` | Production reliability and failure modes |
| `ce-schema-drift-detector` | Detect unrelated schema.rb changes in PRs |
| `ce-security-reviewer` | Exploitable vulnerabilities with confidence calibration |
| `ce-security-sentinel` | Security audits and vulnerability assessments |
| `ce-swift-ios-reviewer` | Swift and iOS code review -- SwiftUI state, retain cycles, concurrency, Core Data threading, accessibility |
| `ce-testing-reviewer` | Test coverage gaps, weak assertions |
| `ce-project-standards-reviewer` | CLAUDE.md and AGENTS.md compliance |
| `ce-adversarial-reviewer` | Construct failure scenarios to break implementations across component boundaries |

### Document Review

| Agent | Description |
|-------|-------------|
| `ce-coherence-reviewer` | Review documents for internal consistency, contradictions, and terminology drift |
| `ce-design-lens-reviewer` | Review plans for missing design decisions, interaction states, and AI slop risk |
| `ce-feasibility-reviewer` | Evaluate whether proposed technical approaches will survive contact with reality |
| `ce-product-lens-reviewer` | Challenge problem framing, evaluate scope decisions, surface goal misalignment |
| `ce-scope-guardian-reviewer` | Challenge unjustified complexity, scope creep, and premature abstractions |
| `ce-security-lens-reviewer` | Evaluate plans for security gaps at the plan level (auth, data, APIs) |
| `ce-adversarial-document-reviewer` | Challenge premises, surface unstated assumptions, and stress-test decisions |

### Research

| Agent | Description |
|-------|-------------|
| `ce-best-practices-researcher` | Gather external best practices and examples |
| `ce-framework-docs-researcher` | Research framework documentation and best practices |
| `ce-git-history-analyzer` | Analyze git history and code evolution |
| `ce-issue-intelligence-analyst` | Analyze GitHub issues to surface recurring themes and pain patterns |
| `ce-learnings-researcher` | Search institutional learnings for relevant past solutions |
| `ce-repo-research-analyst` | Research repository structure and conventions |
| `ce-session-historian` | Search prior Claude Code, Codex, and Cursor sessions for related investigation context |
| `ce-slack-researcher` | Search Slack for organizational context relevant to the current task |
| `ce-web-researcher` | Perform iterative web research and return structured external grounding (prior art, adjacent solutions, market signals, cross-domain analogies) |

### Design

| Agent | Description |
|-------|-------------|
| `ce-design-implementation-reviewer` | Verify UI implementations match Figma designs |
| `ce-design-iterator` | Iteratively refine UI through systematic design iterations |
| `ce-figma-design-sync` | Synchronize web implementations with Figma designs |

### Workflow

| Agent | Description |
|-------|-------------|
| `ce-pr-comment-resolver` | Address PR comments and implement fixes |
| `ce-spec-flow-analyzer` | Analyze user flows and identify gaps in specifications |

### Docs

| Agent | Description |
|-------|-------------|
| `ce-ankane-readme-writer` | Create READMEs following Ankane-style template for Ruby gems |

## Installation

See the repo root [Install section](../../README.md#install) for current installation instructions across Claude Code, Codex, Cursor, Copilot, Droid, Qwen, and converter-backed targets.

Then run `/ce-setup` to check your environment and install recommended tools.

## Version History

See the repo root [CHANGELOG.md](../../CHANGELOG.md) for canonical release history.

## License

MIT

---

Source: [Claudary](https://claudary.paisolsolutions.com/skills/readme-281) · https://claudary.paisolsolutions.com