scarson

Run a critical, multi-dimensional performance review with parallel agents across algorithmic complexity, memory/allocation, data access &…

Full performance audit cycle — dispatch the sibling performance-audit skill (parallel perf lanes + execution-cost map), cross-validate…

Use when the user asks to set up, initialize, adopt, or bootstrap implementation and testing pitfalls documentation.

Use after writing an implementation plan, before committing.

Run a critical, multi-dimensional quality review of the project using parallel adversarial agents.

Use when context is about to be lost — approaching auto-compaction, ending a long session, wrapping a multi-agent coordination cycle…

Use when the user asks to initialize or bootstrap the complete project documentation/conventions set, set up project conventions…

Transcribe a web article from a URL into a local markdown file with YAML frontmatter (title, author, date, source URL, word count).

Use when about to claim a feature is end-to-end shipped, done, complete, working, or reachable — especially after a backend/command/API…

Use when writing implementation plans for this project.

Use when creating a new skill, editing an existing skill, or reviewing a skill or the templates it emits before deployment in this repo…