
research the codebase
generate research questions based on a task, spec, or ticket
Commit Changes in CI with no user interaction
Generate PR Description in CI (no user input)
Implement code from a plan, create PRs with Graphite CLI (gt create/submit), wait for code reviews, and iterate on feedback. Use when the user says "implement", "implement the plan", "create PR", "review loop", or wants to go from plan to merged PR. This skill handles the full cycle - implement code, create branch with Graphite, submit PR, wait for reviews (without wasting tokens), read comments, fix code, and push updates.
iterate on implementation based on user feedback
iterate on .humanlayer/tasks/*/*-research-questions.md doc based on user feedback.
iterate on research document based on user feedback. This skill requires a path to a document and feedback from the human
facilitate pre-implementation setups for worktree setup
first step of planning
convert structure outline into a detailed implementation plan
create a phased implementation plan based on research and design decisions
phased implementation of a structured plan you must use this skill when asked to implement a plan file in .humanlayer/tasks/*
iterate on design discussion based on user feedback
iterate on implementation plan based on user feedback
iterate on structure outline based on user feedback. if given a path to a document in .humanlayer/tasks/*/*-structure-outline.md, use this skill.