Individual skill
ia-simplifying-code
Simplifies, polishes, and declutters code without changing behavior. Use when asked to simplify, clean up, refactor, declutter, remove dead code or AI slop, or improve readability, including analysis-only simplification reports and code pasted inline.
plugins/whetstone/skills/ia-simplifying-code/SKILL.md
Source commit 5261531d15aea5e1a5f0b5a61af7c240bc17cf72
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- Observed behavior
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- Last checked
- Nov 7, 2026
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- Repository last updated
- Nov 8, 2026
- License
- MIT
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- agent-skills Repository topic
- ai-agents Repository topic
- ai-tools Repository topic
- claude-code Repository topic
- claude-code-plugin Repository topic
- code-review Repository topic
- developer-tools Repository topic
- mcp-server Repository topic
- skills Repository topic
- engineering Derived category
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SKILL.mdcore · 9,155 bytesSPEC.mddoc · 4,479 bytesreferences/orchestrated-simplification.mddoc · 2,065 bytesreferences/simplification-patterns.mddoc · 5,356 bytes
Read excerpt
# Simplifying Code
## Working rules
- Preserve behavior, interfaces, side effects, and domain intent; prove any unshipped-shape exception has no consumers outside scope.
- Before removing a guard for an external hazard, reproduce its precondition and show the hazard is handled; otherwise retain it.
- Verify standard-library substitutions on empty, null, no-match, ordering, and zero-value cases.
- For analysis-only requests, identify targets and report proposed simplifications without editing code.
## Principles
| Principle | Rule |
|-----------|------|
| **Preserve behavior** | Output must do exactly what the input did, with no silent feature additions or removals. Specifically preserve: async/sync boundaries (do not convert sync to async or reverse), error propagation paths (do not alter strategy), logging/telemetry/guards/retries that encode operational intent, and domain-specific steps (do not collapse into generic helpers that hide intent). One carve-out: a shape that existed only in an earlier iteration of the current unshipped scope is not protected behavior. Verify it has no deployed, persisted, public, external, dependent-branch, or in-repo caller outside the resolved scope, and that every required caller update fits inside the edit boundary; otherwise keep the compatibility path. This narrow exemption is about shapes with provably zero consumers; it never licenses removing a guard, which is governed by the evidence bar under AI Slop Removal |