ani-skills — The Ultimate AI Agent Skills Library (Ultra v2.0)

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3,048 Production AI Agent Skills · 29 Semantic Namespaces · 8 Supported AI Assistants

Connect & Community

🔗 LinkedIn: Zain Ali Mughal
📢 WhatsApp Channel (✨ Exclusive Skill Drops & Early Access): Join Here

🌟 What is ani-skills?

ani-skills is the world's most comprehensive open-source AI Coding Agent Skills Package. It equips AI Coding Assistants (Antigravity IDE, Claude Code, Cursor, Windsurf, GitHub Copilot, Codex, Gemini CLI, and OpenCode) with 3,028 deterministic skill contracts (SKILL.md) and rich visual/architectural code assets (references/).

Instead of hallucinating outdated syntax or writing naive boilerplate, your AI agent operates with principal engineer-level precision across Frontend Animation, Cloud Infrastructure, Database Engineering, Marketing & SEO, Security Auditing, iOS/Flutter Mobile Development, and Multi-Agent Orchestration.

⚡ Quick Start: Interactive GUI & CLI Installer

Install globally or run on-demand with npx:

# Launch the Interactive Visual Web GUI Popup
npx ani-skills

Or install via npm:

npm install -g ani-skills
ani-skills

🖥️ Interactive Web GUI Popup

When you run ani-skills, an interactive monochromatic dashboard launches in your browser (http://localhost:48123):

1. Target AI Agent Detection: Auto-detects installed AI tools (Cursor, Claude Code, Antigravity, Windsurf, Copilot, etc.).
2. Category Selection Checkboxes: Select specific skill bundles (e.g. ui:, marketing:, db:, cloud:, security:, boss:) or install the complete suite with one click.
3. Instant Path Linking: Automatically configures project and global paths and generates .cursorrules, .windsurfrules, .geminirules, and .copilot-rules.

For headless or automated CI/CD environments:

ani-skills --auto

🏢 Platform Ecosystem Matrix

ani-skills features deep, official skill suites for all industry-leading cloud, database, and AI platforms:

| Platform Category | Featured Platforms & Technologies | Key Capabilities | |---|---|---| | Databases & Vector DBs | Neon Postgres, Supabase, ClickHouse, DuckDB, MongoDB, Redis, Qdrant, Tinybird | Serverless branching, vector indexing, query optimization, connection pooling, RLS policies, time-series aggregation | | Cloud & DevOps Infra | Google Cloud Platform, Microsoft Azure, AWS, Cloudflare Workers, Netlify, HashiCorp Terraform, Firebase, Resend, Mailtrap, n8n | Certified Terraform modules, serverless edge functions, DNS/CDN tuning, email pipelines, IAM least-privilege | | AI & LLM Frameworks | OpenAI (GPT-4o/Codex), Google Gemini, Hugging Face, NVIDIA (NIM / TensorRT / DOCA), Fal.ai, Venice.ai, VoltAgent, MiniMax | Structured outputs, function calling, multimodal pipelines, CUDA acceleration, voice/video agents, self-hosted LLMs | | Creative & UI Animation | GreenSock (GSAP), Three.js, WebGPU & TSL Shaders, Remotion (React Video), Google Labs Stitch, Apple HIG Doctor, Figma MCP | 120fps smooth scrolling, 3D particle physics, canvas rendering, generative design contracts, programmatic video generation | | Mobile Ecosystems | iOS SwiftUI, Flutter, Expo, React Native, Apple Debug Bridge | Real-device live QA, SwiftUI visual audit, App Store Optimization (ASO), native bridging, automated bug fixing | | Marketing & Growth | Google SEO & AEO, App Store Optimization (ASO), LinkedIn Strategy, X/Twitter (Postiz, TweetClaw, Xquik), SuperCMO, Citlyze, Distribb | Answer Engine Optimization (GEO/AEO), high-converting ad copy, AI video generation, automated social posting | | Security & Hardening | Trail of Bits, VibeSec, OWASP Zero-Trust, CSO Audits | Vulnerability scanning, memory safety, prompt injection defense, API token leak interception, AST static analysis | | APM & Observability | Datadog APM, Sentry for AI, OpenTelemetry | Distributed tracing, session replay, root-cause analysis (RCA), token cost anomaly detection, performance profiling |

🏷️ Semantic Namespace Architecture (3,028 Skills)

All skills follow a clean semantic namespace taxonomy (<namespace>:<skill-name>):

ai:                 974 skills  ── OpenAI, Gemini, Hugging Face, NVIDIA NIM, Fal.ai, Venice
marketing:          629 skills  ── SEO, AEO, Ads, Copywriting, Social Media, Influencer Growth
ui:                 256 skills  ── GSAP, Three.js, WebGPU, Shaders, Pretext, Landings
plan:               202 skills  ── Product Management, PRDs, GStack specs, roadmaps, agile
db:                 113 skills  ── DuckDB, Neon Postgres, ClickHouse, Redis, MongoDB, Qdrant
monitoring:         112 skills  ── Datadog APM, Sentry for AI, OpenTelemetry, RCA traces
cloud:              107 skills  ── Azure, AWS, Cloudflare, Netlify, Terraform, n8n, Resend
mobile:              83 skills  ── iOS SwiftUI, Flutter, Expo, React Native, ASO
auth:                77 skills  ── Auth0, OAuth, JWT, 2FA, session security
doc:                 75 skills  ── Publication PDF engine, Mermaid diagrams, Unslop, Humanizer
security:            67 skills  ── Trail of Bits, VibeSec, CSO security audits, hardening
quality:             52 skills  ── Canary releases, Careful guardrails, Freeze, Health review
test:                50 skills  ── Jest, Playwright, Cypress, Vitest, Cucumber BDD, Robot
api:                 50 skills  ── GraphQL Apollo, REST design, MCP server architectures
scraping:            46 skills  ── Browserbase daemon, Puppeteer, X-Twitter scraping
boss:                36 skills  ── Executive orchestrator personas (CEO, CSO, VP Eng, etc.)
media:               20 skills  ── Content creation, video production, audio pipelines
dsa:                 20 skills  ── Algorithmic DSA problem solving patterns
agent:               19 skills  ── Multi-agent orchestration and subagent swarms
git:                  8 skills  ── Branching hygiene, PR reviews, atomic commits
debug:                7 skills  ── Scientific debugging and state recovery
start:                6 skills  ── Project initialization and onboarding
meta:                 6 skills  ── Meta-skills and configuration governors
stripe:               4 skills  ── Stripe payments, billing, API migrations
react:                3 skills  ── React core best practices
obsidian:             3 skills  ── Obsidian markdown, bases, canvas
angular:              1 skill   ── Modern standalone Angular architecture
perf:                 1 skill   ── Core Web Vitals and runtime optimization
next:                 1 skill   ── Next.js App Router and server actions

👑 Executive Boss Personas (boss:*)

ani-skills includes 36 Executive Orchestrator Personas designed to lead multi-skill workflows and challenge architectural decisions:

• /boss-gstack-ceo-review — Garry Tan / Founder Mode Review: 10x value proposition, ruthless scope pruning, founder conviction.
• /boss-gstack-office-hours — YC Partner Office Hours: Growth bottlenecks, real user feedback signal, 48-hour action sprints.
• /boss-gstack-autoplan — 4-Way Executive Board Review: Simultaneous CEO + Design + Eng + DevEx audit.
• /boss-gstack-cso — Chief Security Officer: Threat modeling, zero-trust review, data leaks, token security, OWASP top 10.
• /boss-gstack-eng-review — VP of Engineering / Principal Architect: Concurrency, failure modes, data integrity, error boundaries.
• /boss-gstack-design-review — Principal Design Director: Visual rhythm, typography, contrast, micro-interactions, layout polish.
• /boss-gstack-devex-review — Lead DevEx Architect: API ergonomics, DX Hall of Fame comparison, setup velocity.
• /boss-gstack-investigate — Staff Debugger: Hypothesis-driven root cause diagnosis, zero-assumption isolation testing.
• /boss-gstack-qa — Senior QA Automation Lead: Live app dogfooding, user journey testing, edge-case bug fixing.
• /boss-gstack-ship — Release Captain: Base branch sync, green test suite verification, changelog drafting, pre-landing checks.
• /boss-gstack-land-and-deploy — Deployment Commander: Canary rollout, zero-downtime switch, telemetry monitoring, instant rollback.
• /boss-gstack-guard — Safety Warden: Destructive command interception, file tree containment, session freezing.
• /boss-gstack-pair-agent — Remote Browser Pairing Copilot: Live UI control, console log streaming, visual walk-throughs.

🛠️ Supported AI Coding Assistants & Paths

| AI Assistant | Project-Local Skills Path | Global Skills Path | |---|---|---| | Antigravity IDE | .agents/skills/ | ~/.gemini/config/skills/ | | Claude Code | .claude/skills/ | ~/.claude/skills/ | | Cursor | .cursor/skills/ | ~/.cursor/skills/ | | Windsurf (Cascade) | .windsurf/skills/ | ~/.codeium/windsurf/skills/ | | GitHub Copilot | .github/skills/ | ~/.copilot/skills/ | | Codex (OpenAI) | .agents/skills/ | ~/.agents/skills/ | | Gemini CLI | .gemini/skills/ | ~/.gemini/skills/ | | OpenCode | .opencode/skills/ | ~/.config/opencode/skills/ |

📖 How to Use Skills in Your Code Editor

All 3,028 skills are registered as slash commands:

# Frontend & Animations
/ui-gsap-scrolltrigger         # GSAP ScrollTrigger pinning and scrubbing
/ui-threejs-shaders            # GLSL fragment & vertex shaders in Three.js
/ui-webgpu-threejs-tsl         # WebGPU Node Material shaders

# Marketing & Growth
/marketing-seo-audit           # Comprehensive Technical SEO & AEO audit
/marketing-linkedin-hooks      # Viral LinkedIn hook generator
/marketing-generating-ugc      # AI actor UGC video generator

# Databases & Backend
/db-neon-postgres              # Neon Postgres serverless branching & pooling
/db-clickhouse-best-practices  # ClickHouse analytical query optimization
/db-duckdb-analytics           # Embedded in-process analytical SQL

# Cloud & Security
/cloud-terraform-stacks        # Modern Terraform infrastructure as code
/security-vibesec              # Real-time secure code writing verification
/security-trailofbits-audit    # Comprehensive static analysis security audit

# Executive Boss Reviews
/boss-gstack-ceo-review        # Garry Tan Founder-Mode plan review
/boss-gstack-cso               # Chief Security Officer zero-trust audit
/boss-gstack-investigate       # Staff Debugger scientific bug diagnosis

🛡️ License & Contributing

Licensed under the MIT License. We welcome contributions from developers worldwide!

👉 Read our Contributing Guide (CONTRIBUTING.md) to learn how to:

• Add new AI agent skills and reference assets.
• Craft new Executive Boss Prompts (boss:*).
• Submit open-source GitHub repositories for batch ingestion.
• Test changes locally with the interactive Web GUI popup installer.

Built with ⚡ by Zain Ali Mughal.