Use when someone reports a defect in an existing codebase and needs the cause pinned before a fix: a bug, crash, wrong output, regression…
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Security & Testing · Communication & Collaboration · Productivity & Workflow
7 agent skills — instructions the agent loads on demand. 7 of 7 are free. Median context cost 4k tokens.
Use when a change has been written and the user wants it judged before it ships: "review this", "is this code any good", "will this be…
Use when a feature specification already exists and the user wants it built: "implement what-to-build.md", "build this feature", "now…
Use when existing code in this repo needs a behavior-preserving restructure and there is no new product to specify: "refactor…
Use when someone wants a feature, change, or improvement in an existing codebase and what to build is not yet pinned down: a rough idea, a…
Use when someone wants to know whether a change actually works and is not AI slop: "test this", "QA it", "write tests for the feature"…
Use when someone wants to design something new from scratch and no code exists yet: a prototype, MVP, demo, proof of concept, hackathon…
The rest either hold an API key issued by the publisher or ask for nothing.
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