查找技能

Use before claiming work is complete, fixed, or passing — before committing, opening a PR, or handing off. Requires running the verification command in THIS turn and reading its output before any success claim.

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Before fixing any bug, write a test that reproduces it and watch it fail. Use for every bug fix.

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One sentence that describes WHEN to invoke this skill. Write it as a trigger phrase, not a summary — include the words a user would say ("fix bug", "add feature", "review diff"). The agent routes on this field.

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Use when starting any conversation in a loopkit-enabled project - establishes how to find and use loopkit's 49 skills, requiring skill invocation before ANY response including clarifying questions.

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Catch hardcoded secrets, keys, and tokens before they get committed. Use before any commit and on any file with credentials.

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Get a PDF into the model without blowing the context window or losing structure. Native PDF beats OCR-then-text for most cases; extract-then-summarize beats native for very long docs.

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Validate and constrain untrusted input at the boundary. Use on any handler that accepts external data.

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Decide whether to add, keep, or remove a dependency. Use before adding any package.

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Negotiate a pre-code contract between generator and evaluator personas that defines what "done" means before any code is written. Turns fuzzy specs into a testable target the evaluator can hold the generator to.

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Calibrate a reviewer persona with few-shot rubric examples so skepticism stays consistent and doesn't drift lenient over long runs.

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Find and remove unreachable/unused code safely. Use during cleanup or before a refactor.

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Before compaction Loopkit extracts decisions into claude-decisions.json (machine-readable). Read it alongside claude-progress.txt at session start — prose is for humans, JSON is for the loop.

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Review a diff against the goal spec assuming the code is BROKEN. The reviewer that lives in the maker's head always agrees with itself — this pulls review into a hostile, separate pass. Invoke after every code change before marking work done.

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Verify that an endpoint checks ownership, not just authentication. Use on any handler that reads or mutates user data.

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Keep the agent's context lean so accuracy doesn't collapse. Use on long sessions, big files, or when the agent starts hallucinating.

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Turn a set of commits or a diff into a clean, user-facing changelog entry. Use before a release or PR description.

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Turn messy WIP into clean, atomic commits with messages that explain why. Use before opening a PR.

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Test the boundary between two systems by the contract, not the implementation. Use for APIs, integrations, and shared interfaces.

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Find the exact commit that introduced a bug. Use when something worked before and broke, and you don't know which change did it.

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Make frontend output look intentional, not AI-generated. Use for any UI work — components, pages, layouts.

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Detect and interrupt the pattern where an agent confidently praises work it just produced instead of reviewing it critically. Same-context grading is not review — it's rationalization.

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Enumerate every end-to-end feature as strict JSON entries with passes:false, editable-passes-only discipline, and priority order. The ledger fresh-context sessions read to know what's done, what's next, and what they're forbidden to touch.

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Write a PR description a reviewer can approve fast. Use when opening any pull request.

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Diagnose and fix tests that pass sometimes and fail other times. Use when CI is red intermittently.

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