lfg
Run the full autonomous engineering pipeline end-to-end (plan, work, code review, test, commit, push, open PR, watch CI, fix CI failures until green). Use only when the user explicitly requests hands-off execution of a software task and provides a feature description; do not auto-route casual conversation here.
Security Assessment
About lfg
The LFG (Let's Go) skill is a fully autonomous engineering pipeline that executes software development tasks from initial planning through to production-ready pull requests. It orchestrates multiple specialized skills in a strict sequential workflow: planning, implementation, code simplification, review, fix application, and CI monitoring. This skill is designed for users who want hands-off execution of complete feature development cycles, eliminating the need for manual intervention at each stage while maintaining quality gates and verification checkpoints.
The pipeline enforces a rigorous execution order with mandatory gates between phases. It begins by generating a formal plan document, proceeds to implementation work, simplifies the resulting code, conducts an automated code review, applies eligible fixes, and handles residual findings through autonomous handoff mechanisms. The skill integrates testing throughout the process and monitors continuous integration pipelines, automatically addressing failures until all checks pass green. Each phase must complete and verify successfully before the next begins, preventing premature optimization or incomplete implementations.
This skill is ideal for software teams and individual developers working on well-defined features who want to leverage autonomous agents for rapid development cycles. It's particularly valuable for routine feature work, bug fixes, and incremental improvements where requirements are clear and can be expressed in natural language. The pipeline's autonomous nature makes it suitable for overnight or background execution of tasks that would otherwise require constant developer attention across multiple workflow stages.
FAQ
When should I use the LFG skill versus other development skills?
Use LFG only when you want completely hands-off execution of a software development task from start to finish. It requires a clear feature description and explicit intent to run the full pipeline. For exploratory work, code reviews only, or conversational assistance, use the individual component skills instead (ce-plan, ce-work, ce-code-review, etc.).
What happens if one of the pipeline steps fails?
The pipeline uses mandatory verification gates between steps. If a required output isn't produced (like a plan file from ce-plan or code changes from ce-work), the pipeline stops and either retries the failed step or informs you of the blockage. For CI failures, the skill automatically attempts fixes until tests pass green.
Can I skip steps in the pipeline for faster execution?
No. The LFG skill enforces strict sequential execution with verification gates. Skipping steps like planning or code review produces bad output and violates the skill's design contract. If you need selective execution of specific phases, invoke the individual component skills directly instead of using LFG.
What types of tasks can LFG handle?
LFG processes software development tasks only. If the planning phase determines the request is non-software (pure documentation, research, etc.), the pipeline stops and informs you. The skill works best with feature additions, bug fixes, refactors, and other code changes that can be planned, implemented, tested, and committed.
Does LFG require any setup or configuration?
LFG depends on the availability of component skills (ce-plan, ce-work, ce-code-review, ce-simplify-code, etc.) in your environment. The exact skill names may vary by platform - some use namespaced formats like 'compound-engineering:ce-plan'. Ensure your project has appropriate test infrastructure since the pipeline runs tests at multiple stages.
Install lfg
Quick Setup:
- Copy the skill folder to
.claude/skills/ - Claude will automatically detect and use the skill
Repository
everyinc/compound-engineering-plugin