AI Agent Skill Repository
Browse reusable skills for Codex, Claude Code, Cursor, finance, research, web scraping, PPT, football analytics, data, marketing, design, and more.
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Exact name and slug matches are checked against the live registry before ranked alternatives.
Decision filters
Showing 1-16 of 78 ranked candidates matching "evaluation"
Best blend of relevance, quality, freshness, and verified outcomes
[RAL' 25 & IROS‘ 25] MapEval: Towards Unified, Robust and Efficient SLAM Map Evaluation Framework.
$ npx skills add JokerJohn/Cloud_Map_EvaluationScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
CLI + Codex · 4 targets
Benchmarking and evaluation framework for place recognition methods, featuring SuperPoint+SuperGlue, LoGG3D-Net, Scan Context, DBoW2, MixVPR, STD
$ npx skills add 4ku/Place-recognition-evaluationScenario Workflow automation · I need my agent to automate a repeated workflow across tools and files.
CLI + Codex · 4 targets
Wrapper for 10+ VPR models. Use any SOTA VPR model just by changing one parameter
$ npx skills add gmberton/VPR-methods-evaluationScenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.
CLI + Codex · 4 targets
Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!
$ npx skills add huggingface/evaluation-guidebookScenario Design and creative · I need my agent to produce design assets, UI directions, presentations, or creative media workflows.
CLI + Codex · 4 targets
Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks
$ npx skills add open-compass/VLMEvalKitScenario Research agents · I need my agent to research a topic, compare sources, and produce a concise report.
Claude Code + OpenAI Agents · 4 targets
Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hos…
$ npx skills add raga-ai-hub/RagaAI-CatalystScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
CLI + Codex · 4 targets
The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.
$ npx skills add Agenta-AI/agentaScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
CLI + Codex · 4 targets
🐢 Open-Source Evaluation & Testing library for LLM Agents
$ npx skills add Giskard-AI/giskard-ossScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
CLI + Codex · 4 targets
Next-generation AI Agent Optimization Platform: Cozeloop addresses challenges in AI agent development by providing full-lifecycle management capabilities from developmen…
$ npx skills add coze-dev/coze-loopScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
CLI + Codex · 4 targets
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
$ npx skills add Marker-Inc-Korea/AutoRAGScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
Evaluation and Tracking for LLM Experiments and AI Agents
$ npx skills add truera/trulensScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
CLI + Codex · 4 targets
A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evaluation and performance benchmarking.
$ npx skills add modelscope/evalscopeScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
CLI + Codex · 4 targets
AI equity research agent with resilient workflows, Redis Lua single-flight, pgvector RAG, versioned reports, evidence tracing, and RAG evaluation.
$ npx skills add juanjuandog/FinSight-AIScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"
$ npx skills add xinshuoweng/AB3DMOTScenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.
CLI + Codex · 4 targets
Agent Skills for Langfuse, the open source LLM engineering platform for tracing, prompt management, and evaluation
$ npx skills add langfuse/skillsScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
Claude Code + CLI · 4 targets
OpenJudge: A Unified Framework for Holistic Evaluation and Quality Rewards
$ npx skills add agentscope-ai/OpenJudgeScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
Claude Code + CLI · 4 targets
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Showing the strongest 16 results to keep the registry fast for humans and agents. Refine by use case, platform, stars, or search query for a narrower shortlist.
Try the agent resolve APIAI Agent Skill Repository
Browse reusable skills for Codex, Claude Code, Cursor, finance, research, web scraping, PPT, football analytics, data, marketing, design, and more.
Live registry search
Exact name and slug matches are checked against the live registry before ranked alternatives.
Decision filters
Showing 1-16 of 78 ranked candidates matching "evaluation"
Best blend of relevance, quality, freshness, and verified outcomes
[RAL' 25 & IROS‘ 25] MapEval: Towards Unified, Robust and Efficient SLAM Map Evaluation Framework.
$ npx skills add JokerJohn/Cloud_Map_EvaluationScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
CLI + Codex · 4 targets
Benchmarking and evaluation framework for place recognition methods, featuring SuperPoint+SuperGlue, LoGG3D-Net, Scan Context, DBoW2, MixVPR, STD
$ npx skills add 4ku/Place-recognition-evaluationScenario Workflow automation · I need my agent to automate a repeated workflow across tools and files.
CLI + Codex · 4 targets
Wrapper for 10+ VPR models. Use any SOTA VPR model just by changing one parameter
$ npx skills add gmberton/VPR-methods-evaluationScenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.
CLI + Codex · 4 targets
Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!
$ npx skills add huggingface/evaluation-guidebookScenario Design and creative · I need my agent to produce design assets, UI directions, presentations, or creative media workflows.
CLI + Codex · 4 targets
Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks
$ npx skills add open-compass/VLMEvalKitScenario Research agents · I need my agent to research a topic, compare sources, and produce a concise report.
Claude Code + OpenAI Agents · 4 targets
Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hos…
$ npx skills add raga-ai-hub/RagaAI-CatalystScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
CLI + Codex · 4 targets
The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.
$ npx skills add Agenta-AI/agentaScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
CLI + Codex · 4 targets
🐢 Open-Source Evaluation & Testing library for LLM Agents
$ npx skills add Giskard-AI/giskard-ossScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
CLI + Codex · 4 targets
Next-generation AI Agent Optimization Platform: Cozeloop addresses challenges in AI agent development by providing full-lifecycle management capabilities from developmen…
$ npx skills add coze-dev/coze-loopScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
CLI + Codex · 4 targets
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
$ npx skills add Marker-Inc-Korea/AutoRAGScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
Evaluation and Tracking for LLM Experiments and AI Agents
$ npx skills add truera/trulensScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
CLI + Codex · 4 targets
A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evaluation and performance benchmarking.
$ npx skills add modelscope/evalscopeScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
CLI + Codex · 4 targets
AI equity research agent with resilient workflows, Redis Lua single-flight, pgvector RAG, versioned reports, evidence tracing, and RAG evaluation.
$ npx skills add juanjuandog/FinSight-AIScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"
$ npx skills add xinshuoweng/AB3DMOTScenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.
CLI + Codex · 4 targets
Agent Skills for Langfuse, the open source LLM engineering platform for tracing, prompt management, and evaluation
$ npx skills add langfuse/skillsScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
Claude Code + CLI · 4 targets
OpenJudge: A Unified Framework for Holistic Evaluation and Quality Rewards
$ npx skills add agentscope-ai/OpenJudgeScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
Claude Code + CLI · 4 targets
Page 1
Showing the strongest 16 results to keep the registry fast for humans and agents. Refine by use case, platform, stars, or search query for a narrower shortlist.
Try the agent resolve API