Skill Education Limited info

compound-engineering

A collection of 36 AI skills structuring engineering work around a brainstorm-plan-build-simplify-review-compound loop so each iteration makes the next one easier.

  • 25.4k GitHub stars
compound-engineering — illustration

What it is

Compound Engineering is a plugin of 36 AI skills built on the philosophy that each unit of engineering work should make subsequent units easier, not harder. The core loop has six steps: ce-brainstorm (interactive Q&A to think through features before planning), ce-plan (convert ideas into implementation-ready plans), ce-work (execute plans with native or cross-model authors), ce-simplify-code (refine code for clarity before review), ce-code-review (multi-agent review against the plan), and ce-compound (capture learnings into docs/solutions/ for future use). The key differentiator is the compounding mechanism. Each cycle reads prior knowledge stored in artifact folders (docs/solutions/ for learnings, docs/plans/ for implementation plans), making subsequent cycles progressively more informed. The maintainers describe it as "run one teaches it, run two remembers." This creates an institutional memory within the project that grows with each engineering iteration. Beyond the core loop, supporting skills cover autonomy (/lfg runs the entire pipeline hands-off), on-demand tasks (ideation, debugging, optimization, prototyping, document review), git workflow (committing, PR management, CI shepherding), testing and design (browser testing, polish, dogfooding), and collaboration (proof-of-concept, handoff, promotion utilities). The plugin supports 14 platforms including Claude Code, Cursor, Codex, Kimi Code, Cline, Grok Build, and others.

Who it's for

  • software engineers
  • engineering teams
  • technical leads
  • solo developers

Requirements

Requirements

  • Claude Code, Cursor, Codex, or 11 other supported agent platforms

Setup

  1. Step 1

    bash
    /plugin marketplace add EveryInc/compound-engineering-plugin
  2. Step 2

    bash
    /plugin install compound-engineering

مجموعة من 36 مهارة ذكاء اصطناعي تنظم العمل الهندسي حول حلقة عصف ذهني-تخطيط-بناء-تبسيط-مراجعة-تراكم.

Examples

Core workflow

Prompt
prompt
/ce-brainstorm make background job retries safer

Expected output: Starts the compound engineering loop: interactive Q&A to think through the feature, then /ce-plan, /ce-work, /ce-simplify-code, /ce-code-review, and /ce-compound to capture learnings.

Autonomous mode

Prompt
prompt
/lfg

Expected output: Runs the entire brainstorm-to-ship pipeline hands-off after an initial brainstorm.

Pros & cons

Pros

  • Pro:Core philosophy: each unit of work makes subsequent units easier
  • Pro:36 skills covering brainstorming, planning, building, reviewing, git workflow, and testing
  • Pro:Autonomous /lfg mode for hands-off pipeline execution
  • Pro:Knowledge capture in docs/solutions/ so run two remembers what run one learned

Cons

  • Con:Learning accumulation requires consistent use within the same project over time