agent-evaluation
Skill4 starsChanged 10 months agoLicence not identifiedView on GitHub
Evaluate and improve Claude Code commands, skills, and agents. Use when testing prompt effectiveness, validating context engineering choices, or measuring improvement quality.
We split this skill into the rules it gives an agent
55 rules. 0 are common, 55 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 15 edited versions we read keep these.
55
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
The licence could not be identified — 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 15 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.
Other versions20 projects use a version of this.
Word for word · 1
- Nzettodess/Awesome-Agent-Skills★ 0100% same
Edited · 0
None found.
Wrote their own version · 19
- bojieli/ai-agent-book-projects★ 53ksame name
- bojieli/ai-agent-book★ 53ksame name
- microsoft/Building-AI-Agents-From-Zero-To-Production★ 194same name
- alebgl77/claude-inc★ 16same name
- fmind/dot★ 11same name
- fmind/dotfiles★ 11same name
- xfstudio/skills★ 9same name
- ai4brands-design/claude-skills★ 2same name
- Ghosteken/agent-harness★ 2same name
- MateusKasuya/databricks_claude_code★ 2same name
9 more not listed
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.
Used alongsideProjects with it also use analyzing-mlflow-session, analyzing-mlflow-trace and 9 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
sshtomarSkillanalyzing-mlflow-session
Analyzes an MLflow session — a sequence of traces from a multi-turn chat conversation or interaction. Use when the user asks to debug a chat conversation, review session or chat history, find where a multi-turn chat went wrong, or analyze patterns across turns. Triggers on "analyze this session", "what happened in this conversation", "debug session", "review chat history", "where did this chat go wrong", "session traces", "analyze chat", "debug this chat".
Also in 3 projects that use this
- sshtomarSkill
analyzing-mlflow-trace
Analyzes a single MLflow trace to answer a user query about it. Use when the user provides a trace ID and asks to debug, investigate, find issues, root-cause errors, understand behavior, or analyze quality. Triggers on "analyze this trace", "what went wrong with this trace", "debug trace", "investigate trace", "why did this trace fail", "root cause this trace".
Also in 3 projects that use this
jasonkneenSkillquality-assurance
Comprehensive testing and validation strategies for spec-driven development. Learn phase-specific validation techniques, quality gates, and testing approaches to ensure high-quality implementation.
Also in 3 projects that use this
mjunaidcaSkillkubernetes
Production-grade Kubernetes manifests and debugging for containerized applications. This skill should be used when users ask to deploy to Kubernetes, create K8s manifests, containerize for K8s, set up Deployments/Services/Jobs/StatefulSets/CronJobs, create namespaces with resource quotas, set up multi-team isolation, configure ResourceQuota/ LimitRange, secure with RBAC (ServiceAccount, Role, RoleBinding), configure init containers (model download, db wait, migrations), set up sidecars (logging, metrics), or debug pods (CrashLoopBackOff, logs, exec, describe, events). Auto-detects from Dockerfile/code, generates hardened manifests with educational comments. CKAD-aligned.
Also in 3 projects that use this
abdullah1854Skillgithub-actions
Also in 3 projects that use this
OpenAISkillobservability
Vercel Observability expert guidance — Drains (logs, traces, speed insights, web analytics), Web Analytics, Speed Insights, runtime logs, custom events, OpenTelemetry integration, and monitoring dashboards. Use when instrumenting, debugging, or optimizing application performance and user experience on Vercel.
Also in 3 projects that use this
- +5 more from sshtomar
In this repository416 other files it gives its agents.
- .claude/skills/react-best-practices/AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- ab-test-analyzerSkill
- adr-generatorSkill
- advanced-evaluationSkill
- agent-browserSkill
- agent-developmentSkill
- agile-product-ownerSkill
- algorithmic-artSkill
- analyzing-financial-statementsSkill
- anomaly-detectorSkill
- api-caching-strategySkill
- api-client-generatorSkill
- api-clientSkill
- api-designerSkill
- api-flow-diagram-creatorSkill
- api-health-checkerSkill
- api-key-auth-setupSkill
- api-mock-generatorSkill
- api-rate-limiting-configSkill
- api-reference-creatorSkill
- api-response-cacherSkill
- api-route-designSkill
- api-test-generatorSkill
- api-testing-helperSkill
- api-testingSkill
- api-throttling-setupSkill
- apple-hig-designerSkill
- approval-workflow-generatorSkill
- architectural-analysisSkill
- architecture-diagram-creatorSkill
- architecture-doc-creatorSkill
- architecture-patternsSkill
- ascii-art-diagram-creatorSkill
- ask-userSkill
- async-api-callerSkill
- backend-orchestratorSkill
- background-worker-creatorSkill
- backlog-grooming-assistantSkill
- bash-script-helperSkill
- batch-file-processorSkill
- batch-request-handlerSkill
- benchmark-suite-creatorSkill
- binary-analysisSkill
- bottleneck-identifierSkill
- brainstormingSkill
- brand-guidelinesSkill
- browser-testing-with-screenshotsSkill
- building-agent-toolsSkill
- building-nextjs-appsSkill
- calculatorSkill
- calendar-event-creatorSkill
- canvas-designSkill
- ceo-advisorSkill
- changelog-creatorSkill
- changelog-generatorSkill
- change-request-generatorSkill
- chart-js-config-creatorSkill
- chart-type-recommenderSkill
- churn-analysis-helperSkill
- The first 60 shown.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.