Agent skills

AI & Agents skills

Read straight from the source repositories, not from submitted listings. Every skill shows what it does, what is inside, where it came from — and whether attention around its source is actually growing.

Toolclaude-code 29,140codex 4,755cursor 3,111copilot 976windsurf 55cline 34
CategoryWorkflow & Productivity 4,979AI & Agents 3,037Data & Analytics 2,345Code Review & Quality 1,376Backend & API 1,244Security 1,194Design & Presentation 1,154Documentation 965Content & Marketing 916Testing & QA 777DevOps & Cloud 576Databases 550Frontend 469Business & Finance 328Media & Video 257Other 9,833
4,965 found
1,873–1,920 · page 40 / 104
model-checkpoint-managerManage model checkpoint manager operations. Auto-activating skill for ML Training. Triggers on: model checkpoint manager, model…majiayu000writesmodel-checkpoint-managerModel Checkpoint Manager - Auto-activating skill for ML Training. Triggers on: model checkpoint manager, model checkpoint manager…majiayu000writesmodel-convergence-forecastForecast convergence patterns in multi-model consensus scenarios.majiayu000model-detectionUniversal model detection and capability assessment for optimal cross-model compatibilitymajiayu000model-drift-detectorDetect model drift detector operations. Auto-activating skill for ML Deployment. Triggers on: model drift detector, model drift…majiayu000writesmodel-evaluation-benchmarkAutomated reproduction of comprehensive model evaluation benchmarks following the Benchmark Suite V3. Auto-activates for model…majiayu000model-evaluation-benchmarkAutomated reproduction of comprehensive model evaluation benchmarks following the Benchmark Suite V3. Auto-activates for model…majiayu000model-evaluation-metricsModel Evaluation Metrics - Auto-activating skill for ML Training. Triggers on: model evaluation metrics, model evaluation metrics…majiayu000writesModel EvaluatorEvaluate and compare ML model performance with rigorous testing methodologiesmajiayu000ML Experiment TrackingManaging ML experiments, metrics, parameters, and artifacts using MLflow, Weights & Biases, and best practices for reproducible…majiayu000model-explainability-toolBuild model explainability tool operations. Auto-activating skill for ML Training. Triggers on: model explainability tool, model…majiayu000writesmodel-explainerModel interpretability and explainability using SHAP, LIME, feature importance, and partial dependence plots. Activates for…majiayu000model-export-helperModel Export Helper - Auto-activating skill for ML Deployment. Triggers on: model export helper, model export helper Part of the…majiayu000writesmodel-export-helperAssist with model export helper operations. Auto-activating skill for ML Deployment. Triggers on: model export helper, model…majiayu000writesmodel-fallback模型自动降级与故障切换。当主模型请求失败、超时、达到速率限制或配额耗尽时，自动切换到备用模型，确保服务连续性。支持多供应商、多优先级的智能模型选择，提供健康监控、自动重试和错误恢复机制。majiayu000writesmodel-interpretabilityInterpret ML model predictions using SHAP, LIME, attention visualization, and probing techniques. Use when explaining model…majiayu000model-pruning-helperModel Pruning Helper - Auto-activating skill for ML Deployment. Triggers on: model pruning helper, model pruning helper Part of…majiayu000writesmodel-pruningReduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT. Use when compressing models without…Orchestra-Researchmodel-quantization-toolBuild model quantization tool operations. Auto-activating skill for ML Deployment. Triggers on: model quantization tool, model…majiayu000writesmodel-quantization-toolModel Quantization Tool - Auto-activating skill for ML Deployment. Triggers on: model quantization tool, model quantization tool…majiayu000writesAI Model RegistryCentralized management of machine learning models throughout their lifecycle, including versioning, metadata, and production…majiayu000model-registry-managerManage model registry manager operations. Auto-activating skill for ML Deployment. Triggers on: model registry manager, model…majiayu000writesModel Risk ManagementModel Risk Management (MRM) is a framework designed to manage the risk of adverse consequences resulting from decisions based on…majiayu000model-selectionAutomatically applies when choosing LLM models and providers. Ensures proper model comparison, provider selection, cost…majiayu000model-servingLLM and ML model deployment for inference. Use when serving models in production, building AI APIs, or optimizing inference.…majiayu000Model Serving InferenceModel serving is the process of deploying ML models to production and handling inference requests efficiently at scale.majiayu000model-steeringControl model behavior through persistent edits and steering interventions. Use when modifying model outputs, applying steering…majiayu000model-switchSwitch the agent's model at runtime and restart. Use when the user asks to change models (e.g., "switch to kimi", "use opus", "go…majiayu000Model VersioningModel versioning is practice of tracking and managing different versions of machine learning models throughout their lifecycle.…majiayu000model-versioning-managerModel Versioning Manager - Auto-activating skill for ML Deployment. Triggers on: model versioning manager, model versioning…majiayu000writesmodeling-automation-side-effectsUse when modeling automation side effects is required during automation product work, especially when the result must be…casioreview20-glitchmodeling-unit-economicsUse when modeling unit economics is required during product work, especially when the result must be traceable, independently…casioreview20-glitchmodule-systemsExpert skill for designing module systems including resolution algorithms, import/export mechanisms, visibility control…a5c-aiwritesmolykitBotClient, OpenAI, SSE streaming, AI chat, molykit, PlatformSend, spawn(), ThreadToken, cross-platform async, Chat widget…majiayu000monitoring-mobile-crashesUse when monitoring mobile crashes is required during mobile product work, especially when the result must be traceable…casioreview20-glitchmonitoring-post-releaseUse when monitoring post release is required during operations work, especially when the result must be traceable, independently…casioreview20-glitchmorning-aiAI news tracking skill that monitors 80+ entities across 6 free sources (Reddit, HN, GitHub, HuggingFace, arXiv, X/Twitter).…majiayu000bio-motif-searchFind patterns, motifs, and subsequences in biological sequences using Biopython. Use when searching for transcription factor…majiayu000motion-matchingMotion matching skill for animation databases.a5c-aiwritesMotion Planning SkillSampling-based and optimization-based motion planning algorithmsa5c-aiwritesMoveIt Motion Planning SkillDeep expertise in MoveIt/MoveIt2 configuration and manipulation planninga5c-aiwritesMPC Controller SkillExpert skill for Model Predictive Control implementation and tuninga5c-aiwritesmulti-ai-orchestratorOllama-based multi-AI model orchestration with auto-profiling, smart routing, and ensemble executionmajiayu000multi-llm-consultConsult external LLMs (Gemini, OpenAI/Codex, Qwen) for second opinions, alternative plans, independent reviews, or delegated…majiayu000multi-model-discoveryUse Gemini to find existing solutions before building from scratch. Leverages Google Search grounding to discover code examples…majiayu000writesmulti-model-meta-analysisSynthesize outputs from multiple AI models into a comprehensive, verified assessment. Use when: (1) User pastes feedback/analysis…majiayu000multi-perspective-analysisAdopt multiple expert personas sequentially for complex problem analysis from diverse perspectives. Single-agent only — do NOT…majiayu000promptingPrompt engineering standards and context engineering principles for AI agents based on Anthropic best practices. Covers clarity…majiayu000
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How the catalog works
What is an agent skill?

A folder with a SKILL.md inside — instructions, and often scripts and assets, that an AI agent loads when the task matches. Claude Code, Codex, Cursor and Copilot all read the same format, so one skill usually works across them.

Where does this catalog come from?

We read 660 source repositories straight from their file trees rather than from submitted listings — what you see is what is actually published. 98 repositories were rejected because they advertise skills but contain none: link lists, not folders.

Why is there no install counter?

Because install counts live in the registry that serves `npx skills add`, and that is not ours — publishing a number we cannot verify would be worse than showing none. Instead we show where a skill comes from and whether attention around its source is actually growing, measured from our own weekly snapshots.

Do you deduplicate?

Yes, and it matters more than expected. Aggregator repositories republish the same skill in several places — one source carried 6,317 SKILL.md files for 2,001 actual skills. We collapse by folder name and keep the canonical copy, so the catalog counts things, not copies.

Keep going
Collections, ranked →
Which skill collections are moving this week, from our own snapshots.
Open Source Radar →
The repositories behind these skills, watched daily.
The makers →
Who publishes the skills you install.
Startup rankings →
The companies building in the same ecosystem.