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Find what a change could break somewhere else before it ships, beyond the diff, and prove the one fact it's safe because of by running real code instead of writing it up.
Passed 16 of 21 test cases with the skill, and 6 of 21 without it.
and 10 more in the full report
10 fixed6 passed either way5 still failing0 broke1 errored
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
We are refactoring the core authentication middleware across 45 microservices in our monorepo. How should we structure the blast radius review process for a change this wide to ensure no subtle cross-service edge cases are missed?
| Checked | Without skill | With skill |
|---|---|---|
| Recommends querying multiple language models on the same review prompt. | Missed | Passed |
The instructions your model reads when the skill loads.
Find what a change breaks somewhere else, before it ships. Use for "blast radius of X", "what could this break", or reviewing a small diff you don't trust yet.
Companion to how and why. how tells you what the code does. why tells you why it's shaped that way. Blast radius tells you what it breaks somewhere else.
Listing the callers is not the job. The agent can grep those in a second. The job is the breakage grep won't show you.
A blast-radius writeup that sounds right is worthless. It reads as convincing whether or not it's true. So don't hand back the writeup. Find the one or two facts the whole thing depends on and prove them by running code.
For each fact the change's safety depends on, get it as far down this list as is cheap, and say where it stopped.
file:line, or the library's own source.Step 4 is usually one small script that imports the same library the app ships and calls the exact function you're worried about.
why step 2 to pull the PR and commits.why. Cite a real file:line, a search that finds nothing is still an answer, and never make up a caller or an API.arena. Ask more than one model the same question and merge the answers. Different models catch different real bugs.file:line, how likely and how bad, and how to check. Paste the proof for the ones that matter.test cases passed, vs 6 / 21 without
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