optimizer
Skill1 starsChanged 5 months agoNo licenceView on GitHub
Teaches runtime analysis - deriving Big-O straight from code - and how to derive a better algorithm by removing redundant work, then confirms the technique via the optimizer_* catalog and web-searches the implementation. Suggests the complexity win as Big-O before -> after. Evidence-gated, not premature - stays quiet when the naive solution is correctly the lazy-right answer. Use when asked to optimize, "make it faster", "better algorithm", "what's the complexity", or when a hot path / large-n / nested-loop / known-slow pattern shows up in review.
2 other projects use a version of this.
Adopted by
Most recently taken up by
- Veeiy/agent-skillstheir own version, first seen Nov 8, 2026
- Arcadia-1/virtuoso-bridge-litetheir own version, first seen Oct 8, 2026
Other versions2 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 2
- Arcadia-1/virtuoso-bridge-lite★ 1ksame name
- Veeiy/agent-skills★ 0same 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 repository30 other files it gives its agents.
- AGENTS.mdAGENTS.md
- hyperstackSkill
- autonomous-modeSkill
- behaviour-analysisSkill
- best-practicesSkill
- blueprintSkill
- broSkill
- codemodeSkill
- code-reviewSkill
- debug-disciplineSkill
- deliverSkill
- designerSkill
- forge-planSkill
- hyperstackSkill
- labSkill
- marketingSkill
- parallel-dispatchSkill
- pm-gateSkill
- python-pro-coderSkill
- react-pro-coderSkill
- readme-evidence-writerSkill
- reflectSkill
- run-planSkill
- security-reviewSkill
- shadcn-expertSkill
- ship-gateSkill
- subagent-opsSkill
- test-firstSkill
- testing-skillsSkill
- worktree-isolationSkill
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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