agent-interface-design
Design tools, scripts, and CLIs that an agent will call, so the interface teaches its own use instead of a wall of prose and…
Fix a reported bug with a regression test that demonstrably fails on the original behavior and passes after the fix. Use when implementing a bug fix or checking whether a proposed fix actually addresses a reported failure. Not a general coverage audit or new-feature workflow.
$ npx -y skills add Neeeophytee/finding-unknowns-skills --skill regression-proof --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/regression-proofContext preview
The summary Claude sees to decide when to auto-load this skill.
Fix a reported bug with a regression test that demonstrably fails on the original behavior and passes after the fix. Use when implementing a bug fix or checking whether a proposed fix actually addresses a reported failure. Not a general coverage audit or new-feature workflow.
name: regression-proof description: Fix a reported bug with a regression test that demonstrably fails on the original behavior and passes after the fix. Use when implementing a bug fix or checking whether a proposed fix actually addresses a reported failure. Not a general coverage audit or new-feature workflow.
A passing test is evidence for a fix only if it can distinguish the broken behavior from the intended behavior.
1. Establish the reported failure, expected behavior, and authorized scope from the request, relevant code, and existing tests. Record the starting state, including uncommitted changes. Run the relevant baseline and reproduce the bug before editing when possible; distinguish a product failure from a broken test environment. 2. Add the smallest regression test that exercises the real failing path and asserts the required outcome. Run it against the original behavior and verify that it fails for the reported reason, not an import error, missing dependency, or unrelated failure. Reuse an existing test if it already demonstrates this. 3. Trace the cause and make a scoped fix when implementation is authorized. For review-only requests, assess the proposed fix without silently changing production code. Preserve the evidence from the original failure. 4. Run the same regression test against the fixed behavior. If the fix existed before the test, compare with the original implementation in an isolated copy or worktree that preserves the relevant starting state. Do not reset the user's working tree. If an equivalent comparison cannot be made, report that limitation rather than claiming a verified before/after result. 5. Check the neighboring behavior most likely to be affected. Where an incomplete fix could pass the reproducer, add a discriminating case. Use reference comparisons, bounded randomized checks, or performance measurements only when the failure mechanism warrants them; record seeds and conditions needed to reproduce results. 6. Finish with the cause, fix or review finding, commands and observed before/after outcomes, adjacent checks, and remaining uncertainty. If the bug cannot be reproduced or expected behavior is unresolved, say what evidence is missing and avoid a speculative fix. Stop once the scoped claim is supported and relevant checks pass.
14 installable skills that help your coding agent find what you don't know — before it gets expensive to fix. The map is not the territory. Your prompt is a map; the codebase and the real world are the territory.
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