LoopyLuci/Skills 开源 10000+ AI Agent 技能集合

A curated collection of 10,000+ AI agent skills built for Hermes Agent and compatible with any agent that supports the agentskills.io open standard.

These skills cover every major domain: software development, data/AI, cybersecurity, cloud, business, science, creative, education, government, engineering, and more. Skills are loaded on-demand by AI agents.

Quick Start

# Clone the repo
git clone https://github.com/LoopyLuci/Skills.git ~/LoopyLuci-skills

# Option A: External Directory (Hermes Agent - recommended)
# Add to ~/.hermes/config.yaml:
#   skills:
#     external_dirs:
#       - ~/LoopyLuci-skills/skills

# Option B: Skill Tap (hub-managed updates)
hermes skills tap add LoopyLuci/Skills
# Then edit ~/.hermes/.hub/taps.json: {"taps": [{"repo": "LoopyLuci/Skills", "path": "skills/"}]}

# Option C: Direct URL install
hermes skills install https://raw.githubusercontent.com/LoopyLuci/Skills/main/skills/<skill-name>/SKILL.md

All skills are instantly available as slash commands. No per-skill install needed.

How to Find a Skill

Skills are organized as flat directories. Find the right skill using:

By name: skills/<category>-<topic>/SKILL.md
By tag: Search frontmatter metadata.hermes.tags
By category: Browse the index below
By search: hermes skills search <query>

Complete Category Index

Software Development & Engineering (1,781 skills)

database (299) — SQL, NoSQL, modeling, optimization, migrations
backend (261) — APIs, microservices, server architecture
docker (154) — Containers, Compose, registries, best practices
embedded (121) — Firmware, RTOS, Arduino, STM32, IoT devices
android (119) — Android development, Kotlin, Jetpack
api (82) — REST, GraphQL, gRPC, API design
blockchain (76) — Smart contracts, DeFi, Web3
crypto (45) — Cryptography, encryption, PKI
container (44) — Kubernetes, container orchestration
ci (38) — CI/CD, GitHub Actions, GitLab CI, Jenkins
django (35) — Django, Django REST, ORM
angular (33) — Angular, RxJS, NgRx
datadog (30) — Monitoring, APM, observability
github (28) — Git, GitHub Actions, API
fastapi (26) — FastAPI, async, OpenAPI
expressjs (26) — Express, middleware, Node.js
python (24) — Python idioms, packaging, tooling
git (24) — Version control, branching, workflows
elasticsearch (19) — Search, indexing, ELK stack
windows (18) — Windows development, Win32, COM
powershell (15) — PowerShell scripting, automation
architecture (15) — Software architecture, DDD, patterns
react (11) — React, hooks, state management
rust (8) — Rust, ownership, async
nodejs (8) — Node.js, event loop, streams
kubernetes (7) — K8s, Helm, operators
security (6) — Secure coding, OWASP
javascript (6) — ES6+, DOM, async
devops (6) — DevOps, SRE, infrastructure
typescript (5) — TypeScript, type system
performance (5) — Profiling, optimization, caching
envoy (5) — Service mesh, Envoy proxy
encryption (5) — Cryptographic implementations
vscode (4) — VS Code extensions, debugging
linux (4) — Linux kernel, sysadmin
graphql (4) — GraphQL schemas, resolvers
cypress (4) — E2E testing, Cypress
consul (4) — Service mesh, Consul
terraform (3) — IaC, Terraform
sql (3) — SQL queries, optimization
kotlin (3) — Kotlin, coroutines
frontend (3) — Frontend development
flutter (3) — Flutter, Dart
firewall (3) — Network security, iptables

Business, Product & Management (898 skills)

email (392) — Email marketing, deliverability, automation
accounting (145) — Bookkeeping, GAAP, financial reporting
content (90) — Content strategy, creation, management
customer (87) — Customer success, support, experience
business (83) — Strategy, operations, planning
brand (28) — Brand strategy, identity, management
product (15) — Product management, roadmapping
crm (10) — CRM systems, Salesforce, HubSpot
finance (8) — Corporate finance, FP&A
marketing (7) — Digital marketing, growth
sales (5) — Sales process, CRM
conversion (5) — CRO, A/B testing
project (3) — Project management, PMBOK
saas (2) — SaaS metrics, pricing
logistics (2) — Logistics, transportation
legal (2) — Business law, contracts
lean (2) — Lean, Six Sigma, Kaizen
fundraising (2) — Venture capital, fundraising

Cloud & Infrastructure (631 skills)

aws (383) — AWS services, architecture, best practices
azure (95) — Azure, Microsoft cloud
ansible (58) — Ansible, automation, playbooks
cloud (53) — Cloud architecture, multi-cloud
gke (24) — Google Kubernetes Engine
dns (6) — DNS, Route53, Cloudflare
circleci (5) — CircleCI, CI/CD
gcp (3) — Google Cloud Platform
jenkins (1) — Jenkins, CI/CD pipelines

Science, Research & Healthcare (626 skills)

biotech (258) — Biotechnology, pharma, life sciences
bioinformatics (76) — Computational biology, genomics
crispr (65) — Gene editing, CRISPR, molecular biology
biomedical (50) — Biomedical engineering, devices
cardiology (46) — Cardiology, cardiovascular
clinical (45) — Clinical research, trials
dentistry (25) — Dental practice, oral health
epidemiology (19) — Epidemiology, public health
fda (16) — FDA regulatory, submissions
research (5) — Research methodology, academic
endocrinology (5) — Endocrinology, hormones
ema (4) — EMA, European regulatory
dermatology (4) — Dermatology, skin
physics (2) — Physics, mechanics
regulatory (1) — Regulatory affairs
psychology (1) — Psychology, behavioral

Engineering & Manufacturing (624 skills)

aviation (190) — Aviation, aerospace, flight
aerospace (172) — Spacecraft, orbital mechanics
automotive (78) — Automotive engineering, EVs
chemical (68) — Chemical engineering, processes
civil (45) — Civil engineering, structural
electrical (41) — Electrical engineering, circuits
quantum (8) — Quantum computing, quantum info
engineering (5) — General engineering
casting (4) — Casting, foundry
marine (3) — Marine engineering, naval
scada (1) — SCADA, industrial control
plc (1) — PLC programming, automation
mqtt (1) — MQTT, IoT messaging
mes (1) — MES, manufacturing execution

Data Science, AI & Machine Learning (434 skills)

data (324) — Data engineering, pipelines, modeling
ai (55) — Artificial intelligence, agents
embedding (10) — Embeddings, vector search
duckdb (9) — DuckDB, analytical DB
ml (6) — Machine learning, training
model (5) — ML models, serving
pytorch (3) — PyTorch, deep learning
llm (3) — Large language models
vector (2) — Vector databases, similarity
rag (2) — RAG, retrieval augmented generation

Cybersecurity (106 skills)

pentest (30) — Penetration testing, offensive security
vulnerability (15) — Vulnerability management
incident (10) — Incident response, forensics
threat (8) — Threat intelligence, hunting
crypto (7) — Cryptography, encryption
compliance (7) — Compliance, audit, governance
audit (5) — Security audit, assessment
malware (4) — Malware analysis, reverse engineering
hipaa (2) — HIPAA compliance
gdpr (2) — GDPR, privacy
soc (2) — SOC operations

Creative, Design & Media (159 skills)

design (39) — UI/UX design, design systems
animation (18) — 2D/3D animation
music (15) — Music production, audio
video (13) — Video editing, production
photo (12) — Photography, editing
creative (12) — Creative direction, ideation
graphic (11) — Graphic design, visual
illustration (8) — Illustration, drawing
typography (6) — Typography, type design
color (6) — Color theory, palettes
figma (3) — Figma, prototyping
sketch (2) — Sketch, prototyping
brand (2) — Brand design

Education & Personal Development (11 skills)

learning (3) — Learning science, study skills
meditation (2) — Meditation, mindfulness
yoga (2) — Yoga, wellness
writing (2) — Writing, communication
fitness (1) — Fitness, training
nutrition (1) — Nutrition, diet

Government, Law & Public Policy (9 skills)

government (3) — Public administration, policy
law (2) — Legal research, practice
policy (2) — Public policy, regulation
compliance (1) — Regulatory compliance
ethics (1) — Ethics, governance

Skill Format Specification

Directory Structure

skills/<category>-<topic>/          # e.g., skills/python-web-scaffold/
├── SKILL.md                        # Required — skill definition
├── references/                     # Optional — additional docs
│   └── <topic>.md
├── templates/                      # Optional — output templates
│   └── <template>.<ext>
├── scripts/                        # Optional — helper scripts
│   └── <script>.<ext>
├── assets/                         # Optional — images, data
│   └── <file>.<ext>
└── examples/                       # Optional — example outputs
    └── <example>.<ext>

SKILL.md Frontmatter

---
name: skill-name              # Required — kebab-case, matches directory
description: Brief description (≤120 chars)  # Required — one sentence
version: 1.0.0                # Required — semver
author: Name/Handle            # Required
license: MIT                   # Required — SPDX identifier
platforms: [any]               # Required — [linux, macos, windows, any]
metadata:
  hermes:
    tags: [tag1, tag2]         # Required — 2-5 lowercase tags
    related_skills: [other]    # Optional — related skill names
---

Body Structure

# Skill Title

One-sentence summary of what this skill does.

## Trigger
- Conditions that activate this skill
- User intent patterns

## Core Concepts
- Key terminology and domain vocabulary
- Fundamental principles and mental models

## Step-by-Step Workflow
1. **Phase Name** — What happens, why, expected output
2. **Phase Name** — What happens, why, expected output

## Tools & Technologies
- Specific tools, libraries, platforms
- APIs and integrations

## Best Practices
- Patterns that work (with rationale)
- Common anti-patterns to avoid

## Common Pitfalls
- Mistake → consequence → fix

## Related Skills
- Cross-references to complementary skills

Tag Guidelines

Use 2-5 tags per skill
Lowercase, kebab-case for multi-word: machine-learning, data-engineering
Be specific: react > frontend, postgresql > database
Reference existing tags for consistency

Skill Generator Toolkit

Tools for creating, validating, bulk-generating, and enriching skills.

Quick Commands

# Generate a single skill
python scripts/skill-generator/generate_skill.py generate \
  --name my-skill \
  --description "Does X, Y, Z" \
  --tags python,cli \
  --apply

# Bulk generate from JSON
python scripts/skill-generator/bulk_generate.py skills.json --apply

# Validate all skills
python scripts/skill-generator/validate_skill.py

# Enrich boilerplate skills with real content
python scripts/skill-generator/generate_skill.py enrich --apply

Bulk JSON Format

[
  {"name": "my-skill", "description": "Does X", "tags": ["python", "cli"]},
  {"name": "other-skill", "description": "Does Y", "tags": ["web", "react"]}
]

Bulk CSV Format

name,description,tags
my-skill,Does X,"python, cli"
other-skill,Does Y,"web, react"

Category Detection

The generator auto-detects categories from name keywords:

python-*, react-*, api-* → software-development
security-*, pentest-*, crypto-* → security
aws-*, kubernetes-*, docker-* → cloud
data-*, sql-*, ml-* → data
ai-*, llm-*, model-* → ai

Each category uses a different content template with domain-specific workflow, tools, and pitfalls.

Automatic Updates

This repository syncs bidirectionally with Hermes Agent instances via cron:

# Pull latest
cd ~/LoopyLuci-skills && git pull

# Push (automatic via sync script)
./scripts/sync-from-hermes.sh --force

Sync runs hourly on connected machines. New skills added in Hermes are auto-committed and pushed to GitHub.

Contributing

Add skills — Use the generator or create manually following the format
Validate — Run validate_skill.py to check format
Commit — Skills are auto-synced; manual commits welcome
Push — Sync script handles push; PRs accepted for bulk additions

License

MIT — free to use, share, and contribute.