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.

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Quick start · Production demo · Starter packs · Browse 103 skills · Supported agents · Contribute

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-observability, tool-schema-design, human-in-the-loop, prompt-injection-defense, agent-red-teaming
Multi-Agent Systems	multi-agent-orchestration, mcp-server-building, agent-evaluation
Agent Security	prompt-injection-defense, agent-red-teaming, skill-supply-chain-audit
Document Work	pdf-processing, spreadsheet-analysis, 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 →

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	Code & Development	Communication
Agent Security	Data & Analytics	Customer Success
Context Engineering	Database	Finance & Accounting
AI/ML Operations	DevOps & Infrastructure	Legal & Compliance
API & Integration	Documents & Files	Marketing & SEO
Security	Design & UI/UX	Sales
Productivity & Workflow	Research & Knowledge	Writing & Content

AI/ML Operations

Skill	Description
data-labeling	Create labeled datasets for machine learning model training
hyperparameter-tuning	Optimize model hyperparameters for better performance
ml-pipeline-creation	Build end-to-end machine learning pipelines
model-deployment	Deploy trained models to production environments
model-training	Train machine learning models on given datasets

Agent Engineering

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

Agent Security

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

API & Integration

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

Code & Development

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

Communication

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

Customer Success

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

Context Engineering

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

Data & Analytics

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

Database

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

Design & UI/UX

Skill	Description
accessibility-testing	Test interfaces for WCAG compliance
frontend-design	Design and build frontend interfaces
logo-design	Create logo concepts and brand identity
user-flow-mapping	Map user journeys and interaction flows
wireframing	Create wireframes and low-fidelity mockups

Documents & Files

Skill	Description
pdf-processing	Extract, transform, create, and visually verify PDF documents safely
spreadsheet-analysis	Analyze and modify spreadsheets while preserving formulas, structure, and auditability

Finance & Accounting

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

DevOps & Infrastructure

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

Legal & Compliance

Skill	Description
compliance-checklist-generation	Create compliance checklists for SOC2, HIPAA, PCI-DSS, and GDPR
contract-review	Analyze contracts for risks, obligations, and key clauses
eu-ai-act-readiness	Assess EU AI Act readiness with dated evidence, gaps, owners, and counsel review
license-analysis	Analyze open-source license compatibility and obligations
privacy-policy-drafting	Draft privacy-policy language and a jurisdiction-aware review checklist
terms-of-service-generation	Draft Terms of Service documents for web apps and SaaS

Marketing & SEO

Skill	Description
analytics-reporting	Generate marketing analytics reports
content-strategy	Develop content marketing strategies
keyword-research	Research and analyze keywords for SEO
seo-optimization	Optimize webpages for search engine visibility
social-media-posting	Create and schedule social media content

Productivity & Workflow

Skill	Description
file-organization	Organize and structure files and directories
meeting-scheduler	Schedule meetings across calendars and time zones
note-taking	Take structured notes from meetings and documents
project-management	Manage tasks, milestones, and team coordination
task-automation	Automate repetitive tasks and workflows

Research & Knowledge

Skill	Description
deep-research	Conduct comprehensive multi-source research
fact-checking	Verify claims against authoritative sources
knowledge-graph-creation	Build knowledge graphs from unstructured data
literature-review	Review and synthesize academic literature
summarization	Summarize long documents and articles

Sales

Skill	Description
competitive-battlecard-creation	Build sales battlecards for competitive positioning
crm-data-enrichment	Enrich CRM records with firmographic and contact data
lead-scoring	Score and prioritize leads based on fit and engagement signals
proposal-generation	Create tailored sales proposals and RFP responses
sales-email-sequences	Design multi-touch outbound email sequences

Security

Skill	Description
dependency-scanning	Scan dependencies for known vulnerabilities
dynamic-application-security-testing	Test running applications for security flaws
security-audit	Perform comprehensive security audits
static-application-security-testing	Analyze source code for security vulnerabilities
threat-modeling	Identify and prioritize security threats

Writing & Content

Skill	Description
blog-post-writing	Write engaging blog posts and articles
copywriting	Write persuasive marketing and advertising copy
proofreading	Proofread and edit text for grammar and clarity
technical-writing	Write technical documentation and user guides
translation	Translate text between languages

Skill Format

Each skill follows the Agent Skills open standard. A skill is a directory containing a SKILL.md file with YAML frontmatter and Markdown instructions:

skill-name/
├── SKILL.md          # Required: Instructions and metadata
├── agents/           # Optional: Product-specific UI metadata
├── scripts/          # Optional: Executable scripts
├── references/       # Optional: Reference documentation
└── assets/           # Optional: Templates and resources

The SKILL.md file structure:

---
name: skill-name
description: What the skill does. Use when the user provides these inputs or requests this workflow.
---

# Skill Name

Instructions, workflows, and examples for the agent.

Quality and Validation

Run the zero-dependency catalog validator locally:

python3 scripts/validate_skills.py

The same validation runs in CI. New and materially revised skills must also test one normal prompt, one edge or failure prompt, and every executable script. See CONTRIBUTING.md for the complete quality and safety checklist.

Contributing

We welcome contributions from the community. Whether you want to add a new skill, improve an existing one, or fix a bug, please see our CONTRIBUTING.md for guidelines.

License

This project is licensed under the MIT License. See the LICENSE file for details.