llm-evals
Skill77 starsChanged 7 days agoNo licenceView on GitHub
Prove LLM behavior with evals. Use when an acceptance criterion or request concerns the quality of LLM or agent output that varies run to run and no deterministic assertion can decide, such as a prompt, classifier, extractor, summarizer, tool-using agent, or a skill's instructions, whether `implement` hands the criterion over or the user asks to measure, prove, or improve that behavior or raise its quality score toward a target. Not for deterministic code, which `tdd` covers, or for checking whether a skill triggers.
5 other projects use a version of this.
Adopted by
Most recently taken up by
- reddygopalkrishna/developer-agent-skillstheir own version, first seen Nov 8, 2026
- krzysztofsurdy/code-virtuosotheir own version, first seen Nov 1, 2026
- VoDaiLocz/kilo-kit-mcptheir own version, first seen Aug 21, 2026
- poorvith-mp/skills-developertheir own version, first seen Aug 19, 2026
- saitarrun/Devforge-aitheir own version, first seen Jun 20, 2026
Other versions5 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 5
- krzysztofsurdy/code-virtuoso★ 36same name
- VoDaiLocz/kilo-kit-mcp★ 28same name
- reddygopalkrishna/developer-agent-skills★ 8same name
- saitarrun/Devforge-ai★ 4same name
- poorvith-mp/skills-developer★ 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 repository47 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- add-stack-contextSkill
- babysit-specsSkill
- build-prototypeSkill
- clean-branchesSkill
- commitSkill
- define-productSkill
- explain-visuallySkill
- find-skillsSkill
- implementSkill
- maintain-project-contextSkill
- mergeSkill
- next-dev-loopSkill
- project-knowledgeSkill
- prSkill
- pullSkill
- pushSkill
- resolve-follow-upsSkill
- setup-supabaseSkill
- shadcnSkill
- shape-ideaSkill
- tddSkill
- update-project-skillsSkill
- add-stack-contextSkill
- babysit-specsSkill
- build-prototypeSkill
- clean-branchesSkill
- commitSkill
- define-productSkill
- explain-visuallySkill
- find-skillsSkill
- implementSkill
- llm-evalsSkill
- maintain-project-contextSkill
- mergeSkill
- next-dev-loopSkill
- project-knowledgeSkill
- prSkill
- pullSkill
- pushSkill
- resolve-follow-upsSkill
- setup-supabaseSkill
- shadcnSkill
- shape-ideaSkill
- tddSkill
- update-project-skillsSkill
The file
Show its rules and text
We split this skill into the rules it gives an agent
15 rules. 0 are common, 10 are distinctive, and 5 are very specific to this project.
0
Common
Most of the 4 edited versions we read keep these.
10
Distinctive
This author's own choices. Worth a look.
5
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 measured: kept by at least 6 in 10 of the 4 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
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