performance-assessment
Skill0 starsChanged 5 months agoNo licenceView on GitHub
Performance and complexity audit of a web application that hunts in both directions: classic performance debt (N+1 queries, missing indexes, unbounded result sets, sync I/O in hot paths, oversized payloads, dead code) AND over-engineering — premature optimization, speculative abstraction, caching layers that cache nothing, configuration for a day that never comes, indirection with a single implementation. The goal is a system that performs the same functions cleaner, faster, and with less maintenance risk — deleting code counts as a win. Use for a performance review, 'why is this slow', a complexity/simplification pass, dead-code cleanup, 'this codebase feels over-built', or after AI agents have layered abstractions onto a codebase. Builds a characterization-test baseline first so behavior is provably preserved, then outputs prioritized, Sonnet-executable work orders where every claim is backed by evidence — measured cost or demonstrated maintenance risk, never vibes.
2 other projects use a version of this.
Adopted by
Most recently taken up by
- EmeaAppGbb/spec2cloudtheir own version, first seen Oct 9, 2026
- crgarcia12/Liliputtheir own version, first seen Jul 14, 2026
Other versions2 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 2
- EmeaAppGbb/spec2cloud★ 100same name
- crgarcia12/Liliput★ 4same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository5 other files it gives its agents.
- design-time-auditSkill
- feedback-loopSkill
- red-dotSkill
- security-assessmentSkill
- traceability-assessmentSkill
The file
We split this skill into the rules it gives an agent
1 rule. About 0 are common, 1 is distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
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Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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