
Helps with things
Critical editorial analysis of articles. Examines structure, argument strength, relevance, and readability. Use for substantive editing - challenging what's said and how, not just polish.
Test accountability policy. All failures belong to the current changeset. Commits must include test results. No failures on main.
Record agent activity during Claude Code sessions. Captures plans, human input, agent decisions, and deviations via hooks and agent self-reporting.
Reviews a SKILL.md file or skill directory for quality, correctness, and alignment with Claude Code skill conventions. Use when you've written a new skill and want to check it before committing, or when evaluating an existing skill for improvements.
Transform raw/crude document drafts into structured content. Use when a document is a skeleton of ideas, notes, or stream-of-consciousness that needs generative expansion rather than review polish.
Structured review for polishing documents. Fixes language, improves clarity, checks structural consistency, and compares against best practice. Use when a draft has structure but needs a thorough review pass.
Template-based code generation pattern using data models, templates, and helper functions to generate repetitive interface code.
Optimize a document for AI agent consumption. Restructures prose into formats that agents parse efficiently while preserving meaning.
Review a document against its SDLC lifecycle context — assess completeness and check consistency with parent documents in the document hierarchy.
What this skill does and when to use it. Claude uses this to decide when to load the skill automatically.