Plan, build, review, improve
Compound Engineering guides agents through the full engineering loop: strategy, ideation, requirements, planning, execution, debugging, review, PR feedback, and captured learnings that make future work easier.
Skills 35 in the ChatGPT listing
Ce babysit pr Babysits an open GitHub PR until merge-ready. Ce bakeoff Develop independent competing solutions to a defined brief, compare them, and synthesize a winning approach. Ce brainstorm Explore vague or ambitious ideas into a right-sized requirements-only unified plan. Ce code review Structured code review for bugs, regressions, tests, and standards. Ce commit Create a git commit with a clear, value-communicating message. Ce commit push pr Commit, push, and open a PR. Ce compound Document a solved problem as a durable repo learning. Ce compound refresh Refresh the repo's captured learnings against the current codebase. Ce debug Diagnosis loop for bugs and failing behavior. Ce doc review Review requirements, plans, or specs with role-specific lenses. Ce dogfood Hands-off, diff-scoped browser QA of the active branch: maps user flows, drives a real browser, autonomously fixes small breakages with regression tests and commits, judges experience against product personas, and writes a durable dogfood report. Ce explain Explain how something works and why it has its current shape, grounding behavior in evidence and separating documented rationale from inference. Ce handoff Create a session handoff for another agent, or resume, find, and read any user-selected continuity source. Ce ideate Generate and evaluate grounded ideas. Ce noslop Rewrite, check, or draft prose so it reads plainly on the first read and carries no AI writing patterns, keeping every fact the source states. Ce optimize Optimize a named target with a measured loop: attribute a workload's cost, or score variants and keep winners. Ce plan Create structured plans for multi-step work, including software and non-software tasks. Ce polish Polish a working feature through user-directed live browser feedback. Ce pov Judge a supplied subject against the project's evidence and constraints, returning a supported position, tradeoffs, and conditions. Ce product pulse Generate time-windowed product pulse reports from configured signals. Ce promote Draft launch or promotion copy for a shipped feature. Ce proof Publish, read, comment on, or edit markdown in Proof. Ce prototype Build a throwaway prototype to answer how something should work, feel, or read. Ce resolve pr feedback Resolve PR review feedback. Ce retune Retune a skill corpus for a new model, measurement-first: mine the run archive for a baseline, establish a noise floor, audit the corpus adversarially, then cut in measured passes until a pre-registered bar clears. Ce riffrec feedback analysis Analyze recorded product feedback into evidence for bugs and requirements. Ce setup Check Compound Engineering health and repo-local config, or scaffold a Compound Pack with `pack:<id>`. Ce simplify code Simplify settled, recently changed code for clarity, reuse, quality, and efficiency while preserving behavior. Ce strategy Create or update STRATEGY.md. Ce sweep Sweep configured feedback sources (Slack, GitHub Issues; email experimental) for new items: acknowledge at source, analyze recordings, verify fixes merged to main, and emit an `lfg`-ready plan. Ce test browser Run browser tests for pages affected by the current branch or PR. Ce test xcode Test iOS apps in a simulator with XcodeBuildMCP. Ce work Execute a plan or concrete work prompt end-to-end. Ce worktree Set up isolated git worktrees — create a new branch for fresh work, or attach a worktree to an existing branch, PR, or commit. lfg Run the full autonomous shipping pipeline end-to-end, hands-off with no check-ins. 