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Simplify recently changed code — inline one-off abstractions, remove speculative code, reduce nesting, replace cleverness with clarity. Use only on explicit request or PR-review remediation.
Passed 16 of 21 test cases with the skill, and 16 of 21 without it.
1 fixed16 passed either way5 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
A test case the skill fixed. Same model, same prompt, with and without the skill.
We are designing a new notification plugin system. Please generate a set of abstract interfaces, wrapper classes, and reserved extension points so future developers can easily plug in new delivery channels.
| Checked | Without skill | With skill |
|---|---|---|
| Advises against adding speculative wrapper classes or unused extension points. | Missed | Passed |
| Recommends writing concrete code first without pre-emptive scaffolding. | Missed | Passed |
The instructions your model reads when the skill loads.
Post-implementation simplification pass. Review recently changed code and actively simplify it while preserving all behavior.
Run /simplify only on explicit request or when an actionable PR finding calls
for it. It is not a default post-implementation or pre-PR pass.
The best code is code you don't have to write. The second best is code anyone can read.
Run git diff --name-only (or git diff origin/<base>...HEAD --name-only for a branch) to get the changed files. Read each one.
Work through each changed file. Preserve behavior by inspection; defer broad test suites, lint, typecheck, and full verification until after this pass. Report any verification concerns and the focused task check to run next.
Inline one-off abstractions:
Remove speculative code:
Reduce nesting:
Replace cleverness with clarity:
test cases passed, vs 16 / 21 without
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