Awesome Ai Agent Skills

Awesome AI Agent Skills

103 ready-to-use AI agent skills for Claude Code, OpenAI Codex, Gemini CLI, Cursor, GitHub Copilot, Windsurf, and other tools that support the open Agent Skills standard.

Every skill is a complete, self-contained SKILL.md workflow for agent engineering, MCP, multi-agent systems, security, coding, research, data, DevOps, documents, marketing, sales, and more—not a link to another repository.

[](https://github.com/seb1n/awesome-ai-agent-skills) [](https://github.com/seb1n/awesome-ai-agent-skills/stargazers) [](./LICENSE) [](./CONTRIBUTING.md) [](https://github.com/seb1n/awesome-ai-agent-skills/actions/workflows/validate-skills.yml) [](https://skills.sh/seb1n/awesome-ai-agent-skills)

⭐ If this library saves you time, star the repository to bookmark it and help more agent builders discover it.

[Quick start](#quick-start-install-agent-skills) · [Production demo](#production-agent-stack-demo) · [Starter packs](#starter-packs) · [Browse 103 skills](#skills-index) · [Supported agents](#supported-agents) · [Contribute](#contributing)

Quick Start: Install Agent Skills

Use the open-source Skills CLI to choose skills and install them for your detected agents:

npx skills add seb1n/awesome-ai-agent-skills

List all available skills without installing:

npx skills add seb1n/awesome-ai-agent-skills --list

Install one skill directly:

npx skills add seb1n/awesome-ai-agent-skills --skill agent-evaluation

Install several complementary skills by repeating --skill:

npx skills add seb1n/awesome-ai-agent-skills \
  --skill agent-evaluation \
  --skill agent-observability \
  --skill human-in-the-loop

Starter Packs

| Pack | Recommended skills | |------|--------------------| | Production Agent Stack | [agent-evaluation](./agent-engineering/agent-evaluation), [agent-observability](./agent-engineering/agent-observability), [tool-schema-design](./agent-engineering/tool-schema-design), [human-in-the-loop](./agent-engineering/human-in-the-loop), [prompt-injection-defense](./agent-security/prompt-injection-defense), [agent-red-teaming](./agent-security/agent-red-teaming) | | Multi-Agent Systems | [multi-agent-orchestration](./agent-engineering/multi-agent-orchestration), [mcp-server-building](./agent-engineering/mcp-server-building), [agent-evaluation](./agent-engineering/agent-evaluation) | | Agent Security | [prompt-injection-defense](./agent-security/prompt-injection-defense), [agent-red-teaming](./agent-security/agent-red-teaming), [skill-supply-chain-audit](./agent-security/skill-supply-chain-audit) | | Document Work | [pdf-processing](./documents-and-files/pdf-processing), [spreadsheet-analysis](./documents-and-files/spreadsheet-analysis), [presentation-creation](./communication/presentation-creation) |

Production Agent Stack Demo

Can a poisoned GitHub issue hijack a deployment agent? Run the offline demo with deterministic outcomes to compare a fragile agent boundary with a controlled stack built from six complementary skills:

python3 demos/production-agent-stack/run_demo.py --check

The committed fixtures move from 1/5 to 5/5 checks passed, with strict tool-schema, approval-policy, trust-boundary, trace-privacy, evaluation, and red-team evidence. The demo uses local mock effects only—no API keys, network requests, model calls, shell invocation, or real deployment.

[Explore the Production Agent Stack demo →](./demos/production-agent-stack/README.md)

What Are Agent Skills?

Agent Skills are reusable instruction packages that teach an AI agent when and how to complete a task. Each skill follows the open Agent Skills standard: a SKILL.md file with activation metadata and step-by-step guidance, plus optional scripts, references, and assets. Agents load a skill only when it is relevant, keeping context focused.

Why This Library?

Unlike collections that send you to external repositories, Awesome AI Agent Skills keeps every workflow in one inspectable, installable library.

• Ready to use: Install a single skill, a starter pack, or choose from the complete catalog.
• Cross-agent compatible: Use the same skills with Claude Code, OpenAI Codex, Gemini CLI, Cursor, GitHub Copilot, Windsurf, and other compatible tools.
• Validated structure: CI checks names, activation descriptions, links, duplicates, catalog synchronization, skill count, and bundled Python syntax.
• Progressive disclosure: Deeper skills bundle focused scripts, references, and assets without loading everything into context.
• Broad real-world coverage: Build agents for engineering, security, data, research, documents, compliance, finance, marketing, sales, and customer success.
• Open source: The library is MIT licensed and open to review, adaptation, and contribution.

Supported Agents

The Skills CLI detects supported agents automatically. For manual installation, copy a skill directory into the appropriate project or global path:

| Platform | Project Path | Global Path | |----------|-------------|-------------| | Claude Code | .claude/skills/ | ~/.claude/skills/ | | OpenAI Codex | .agents/skills/ | ~/.agents/skills/ | | Gemini CLI | .gemini/skills/ | ~/.gemini/skills/ | | Cursor | .cursor/skills/ | ~/.cursor/skills/ | | GitHub Copilot | .github/skills/ | ~/.copilot/skills/ | | Windsurf | .windsurf/skills/ | ~/.codeium/windsurf/skills/ |

Skills Index

Browse all 103 skills by category, or use the full searchable index below.

| Agent Building | Technical | Business & Knowledge | |----------------|-----------|----------------------| | [Agent Engineering](./agent-engineering/) | [Code & Development](./code-and-development/) | [Communication](./communication/) | | [Agent Security](./agent-security/) | [Data & Analytics](./data-and-analytics/) | [Customer Success](./customer-success/) | | [Context Engineering](./context-engineering/) | [Database](./database/) | [Finance & Accounting](./finance-and-accounting/) | | [AI/ML Operations](./ai-ml-operations/) | [DevOps & Infrastructure](./devops-and-infrastructure/) | [Legal & Compliance](./legal-and-compliance/) | | [API & Integration](./api-and-integration/) | [Documents & Files](./documents-and-files/) | [Marketing & SEO](./marketing-and-seo/) | | [Security](./security/) | [Design & UI/UX](./design-and-ui-ux/) | [Sales](./sales/) | | [Productivity & Workflow](./productivity-and-workflow/) | [Research & Knowledge](./research-and-knowledge/) | [Writing & Content](./writing-and-content/) |

AI/ML Operations

| Skill | Description | |-------|-------------| | [data-labeling](./ai-ml-operations/data-labeling) | Create labeled datasets for machine learning model training | | [hyperparameter-tuning](./ai-ml-operations/hyperparameter-tuning) | Optimize model hyperparameters for better performance | | [ml-pipeline-creation](./ai-ml-operations/ml-pipeline-creation) | Build end-to-end machine learning pipelines | | [model-deployment](./ai-ml-operations/model-deployment) | Deploy trained models to production environments | | [model-training](./ai-ml-operations/model-training) | Train machine learning models on given datasets |

Agent Engineering

| Skill | Description | |-------|-------------| | [agent-evaluation](./agent-engineering/agent-evaluation) | Design reproducible evaluations, graders, baselines, and release gates for AI agents | | [agent-observability](./agent-engineering/agent-observability) | Instrument agent traces, metrics, cost attribution, dashboards, and investigations | | [human-in-the-loop](./agent-engineering/human-in-the-loop) | Design auditable approval gates, escalation paths, and safe state transitions | | [mcp-server-building](./agent-engineering/mcp-server-building) | Build and verify secure, interoperable Model Context Protocol servers | | [multi-agent-orchestration](./agent-engineering/multi-agent-orchestration) | Coordinate bounded multi-agent workflows, handoffs, shared state, and recovery | | [tool-schema-design](./agent-engineering/tool-schema-design) | Design precise model-facing tool schemas with explicit side effects and safe defaults |

Agent Security

| Skill | Description | |-------|-------------| | [agent-red-teaming](./agent-security/agent-red-teaming) | Plan authorized adversarial tests for agent behavior, tools, memory, and controls | | [prompt-injection-defense](./agent-security/prompt-injection-defense) | Defend agent workflows against direct and indirect prompt injection | | [skill-supply-chain-audit](./agent-security/skill-supply-chain-audit) | Audit skill bundles for malicious instructions, unsafe scripts, provenance, and excessive permissions |

API & Integration

| Skill | Description | |-------|-------------| | [api-design](./api-and-integration/api-design) | Design RESTful APIs with resources, endpoints, and data models | | [api-integration](./api-and-integration/api-integration) | Integrate third-party APIs into applications | | [graphql-api-design](./api-and-integration/graphql-api-design) | Design GraphQL schemas, queries, and mutations | | [oauth-2-0-setup](./api-and-integration/oauth-2-0-setup) | Implement OAuth 2.0 authentication flows | | [webhook-setup](./api-and-integration/webhook-setup) | Configure webhooks for event-driven integrations |

Code & Development

| Skill | Description | |-------|-------------| | [code-documentation](./code-and-development/code-documentation) | Generate comprehensive code documentation | | [code-review](./code-and-development/code-review) | Review code for bugs, style violations, and performance issues | | [debugging](./code-and-development/debugging) | Identify and fix errors with root cause analysis | | [refactoring](./code-and-development/refactoring) | Improve code quality and maintainability | | [testing](./code-and-development/testing) | Write and run unit, integration, and end-to-end tests | | [version-control](./code-and-development/version-control) | Manage Git workflows, branching, and merging |

Communication

| Skill | Description | |-------|-------------| | [chatbot-conversation-design](./communication/chatbot-conversation-design) | Design conversational flows for chatbots | | [email-drafting](./communication/email-drafting) | Draft professional emails for various purposes | | [meeting-transcription](./communication/meeting-transcription) | Transcribe and summarize meeting recordings | | [presentation-creation](./communication/presentation-creation) | Create slide decks and presentations | | [report-generation](./communication/report-generation) | Generate structured business and technical reports |

Customer Success

| Skill | Description | |-------|-------------| | [churn-analysis](./customer-success/churn-analysis) | Identify at-risk accounts and churn indicators | | [customer-feedback-analysis](./customer-success/customer-feedback-analysis) | Analyze NPS, CSAT, and qualitative feedback for themes | | [knowledge-base-article-writing](./customer-success/knowledge-base-article-writing) | Write help center articles and FAQ entries | | [onboarding-playbook-creation](./customer-success/onboarding-playbook-creation) | Design customer onboarding workflows and checklists | | [ticket-triage](./customer-success/ticket-triage) | Classify, prioritize, and route support tickets |

Context Engineering

| Skill | Description | |-------|-------------| | [context-compression](./context-engineering/context-compression) | Compress context to reduce token usage | | [context-injection](./context-engineering/context-injection) | Inject relevant context into agent prompts | | [context-optimization](./context-engineering/context-optimization) | Optimize context for improved agent performance | | [context-ranking](./context-engineering/context-ranking) | Rank and prioritize context by relevance | | [context-retrieval](./context-engineering/context-retrieval) | Retrieve relevant context from knowledge bases |

Data & Analytics

| Skill | Description | |-------|-------------| | [data-analysis](./data-and-analytics/data-analysis) | Analyze datasets to extract insights and identify trends | | [data-cleaning](./data-and-analytics/data-cleaning) | Clean and preprocess raw data for analysis | | [data-visualization](./data-and-analytics/data-visualization) | Create charts, graphs, and interactive visualizations | | [exploratory-data-analysis](./data-and-analytics/exploratory-data-analysis) | Perform initial data exploration and profiling | | [sql-query-generation](./data-and-analytics/sql-query-generation) | Generate optimized SQL queries from natural language |

Database

| Skill | Description | |-------|-------------| | [database-backup](./database/database-backup) | Create and manage database backups | | [database-migration](./database/database-migration) | Plan and execute database schema migrations | | [database-schema-design](./database/database-schema-design) | Design normalized database schemas | | [database-seeding](./database/database-seeding) | Populate databases with test or initial data | | [query-optimization](./database/query-optimization) | Optimize slow database queries |

Design & UI/UX

| Skill | Description | |-------|-------------| | [accessibility-testing](./design-and-ui-ux/accessibility-testing) | Test interfaces for WCAG compliance | | [frontend-design](./design-and-ui-ux/frontend-design) | Design and build frontend interfaces | | [logo-design](./design-and-ui-ux/logo-design) | Create logo concepts and brand identity | | [user-flow-mapping](./design-and-ui-ux/user-flow-mapping) | Map user journeys and interaction flows | | [wireframing](./design-and-ui-ux/wireframing) | Create wireframes and low-fidelity mockups |

Documents & Files

| Skill | Description | |-------|-------------| | [pdf-processing](./documents-and-files/pdf-processing) | Extract, transform, create, and visually verify PDF documents safely | | [spreadsheet-analysis](./documents-and-files/spreadsheet-analysis) | Analyze and modify spreadsheets while preserving formulas, structure, and auditability |

Finance & Accounting

| Skill | Description | |-------|-------------| | [budget-planning](./finance-and-accounting/budget-planning) | Create and manage budgets with variance analysis | | [expense-categorization](./finance-and-accounting/expense-categorization) | Classify expenses by category, department, and tax deductibility | | [financial-modeling](./finance-and-accounting/financial-modeling) | Build financial projections, P&L, and DCF models | | [financial-report-generation](./finance-and-accounting/financial-report-generation) | Generate balance sheets, cash flow statements, and financial summaries | | [invoice-processing](./finance-and-accounting/invoice-processing) | Extract, validate, and categorize invoice data |

DevOps & Infrastructure

| Skill | Description | |-------|-------------| | [ci-cd](./devops-and-infrastructure/ci-cd) | Set up CI/CD pipelines for automated builds and deployments | | [cloud-monitoring](./devops-and-infrastructure/cloud-monitoring) | Configure cloud monitoring and alerting | | [docker-compose-setup](./devops-and-infrastructure/docker-compose-setup) | Create Docker Compose configurations for multi-service apps | | [infrastructure-as-code](./devops-and-infrastructure/infrastructure-as-code) | Define infrastructure using Terraform, Pulumi, or CloudFormation | | [kubernetes-deployment](./devops-and-infrastructure/kubernetes-deployment) | Deploy and manage applications on Kubernetes |

Legal & Compliance

| Skill | Description | |-------|-------------| | [compliance-checklist-generation](./legal-and-compliance/compliance-checklist-generation) | Create compliance checklists for SOC2, HIPAA, PCI-DSS, and GDPR | | [contract-review](./legal-and-compliance/contract-review) | Analyze contracts for risks, oblig

…

Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: seb1n
• Source: seb1n/awesome-ai-agent-skills
• License: MIT
• Homepage: https://www.skills.sh/seb1n/awesome-ai-agent-skills

Install and usage instructions live in the source repository linked above.