Shape a fixed pile of raw material (notes, transcripts, drafts) into an article, paragraph by paragraph, without adding new claims. Companion to write-blog-post and unslop. Formerly writing-shape (write-shape).
Use to inspect, debug, watch, fix, or retry CI checks on a PR, branch, commit, or build. Supports GitHub Actions, Buildkite, and attached providers; each action needs its own authority. Commits and pushes go through the github skill.
GitHub and Git work: validated commits, non-trivial gh commands, PR inspection, unresolved review threads, and merge/rebase/cherry-pick conflict resolution. Load before every `git commit`. Use for 'commit', 'write a commit message', 'commit changes', 'fix…
Coordinate implementation across subagents in one environment, or write an orchestrator kickoff. Use when explicitly asked to orchestrate implementation. Use council for multiple perspectives on one question; use implement for implementation from a spec or…
Use proactively when a host requests an auto-improve checkpoint, after a lasting user correction or repeated misunderstandings or tool failures, or when a reusable workflow emerges. Reactions such as "what was that?" count as corrections. Also use when…
Remove unnecessary code comments when explicitly requested. Preserve meaningful warnings, contracts, and directives. Not general code review or refactoring.
Run a subagent council to investigate one problem from multiple perspectives and models, compare findings, and produce a recommendation. Use for a council, second opinions, multiple agents or models on one question, red-team/blue-team comparison, or deciding…
Create branded HTML/SVG/PNG diagrams such as architecture, flowchart, sequence, ER, and Gantt; redraw draw.io or Mermaid sources; or apply website branding and saved profiles.