🧠 Qwen Skills — AI Agent Skill Collection

155 specialized skills that turn Qwen Code into a multi-disciplinary expert team.

A comprehensive collection of AI agent skills covering marketing, product management, development, design, data analysis, and business strategy. Inspired by Karpathy's LLM Wiki philosophy — persistent, compounding knowledge that gets smarter with every interaction.

---

Why This Exists

Most AI agents redis knowledge from scratch on every task. This collection takes a different approach: each skill is a self-contained expert that brings its own framework, templates, references, and evaluation criteria. They don't just answer — they execute structured workflows with measurable outcomes.

Think of it as a team of 155 specialists, each with their own playbook, ready to deploy on demand.

---

📂 Skill Categories

📈 Marketing & Growth (25 skills)

SEO, content strategy, paid ads, email marketing, CRO, and conversion optimization.

• seo-audit — Technical SEO health check
• ai-seo — Optimize for AI search engines (AEO/LLMO)
• programmatic-seo — Scale SEO with data-driven pages
• cold-email — B2B cold outreach sequences
• onboarding-cro / signup-flow-cro / paywall-upgrade-cro — Conversion rate optimization
• churn-prevention — Retention and save offers

🛠️ Product Management (20 skills)

PRD creation, user research, prioritization, roadmaps, and strategy.

• create-prd — Product Requirements Documents
• user-stories / job-stories / wwas — Backitem formats
• prioritize-features — Impact/effort/risk scoring
• product-strategy — 9-section strategy canvas
• north-star-metric — Define and validate your North Star
• brainstorm — Multi-perspective ideation

💻 Development (15 skills)

Code review, testing, debugging, and Git workflows.

• review — Code review with correctness/security/performance checks
• systematic-debugging — Root cause analysis framework
• test-driven-development — TDD methodology
• using-git-worktrees — Isolated Git worktrees
• finishing-a-development-branch — PR/merge completion workflow

🎨 Design & Presentations (10 skills)

PPT templates, PDF/XLSX processing, document generation.

• pptx — Professional slide deck creation
• pdf — PDF manipulation (merge, extract, fill forms, OCR)
• xlsx — Spreadsheet automation with formulas and charts
• docx — Word document generation
• ppt-generator-pro — AI-generated PPT with images/video

📊 Data & Analytics (10 skills)

Cohort analysis, sentiment, dashboards, and SQL.

• cohort-analysis — User retention by cohort
• sentiment-analysis — Feedback sentiment scoring
• metrics-dashboard — Product metrics definition
• sql-queries — Natural language → SQL
• data-visualization — Insight-driven chart generation

🤖 AI & LLM (8 skills)

Wiki compilation, knowledge management, and AI optimization.

• llm-wiki-compiler — Automated knowledge ingestion (Karpathy pattern)
• ai-seo — AI search engine optimization
• zeroapi — Intelligent model routing (Gemini/GPT/Claude)
• context-compression — Fit within token limits

💼 Business & Strategy (15 skills)

Competitive analysis, pricing, monetization, and growth.

• competitive-analysis — Strengths/weaknesses mapping
• pricing-strategy — Tier structure and willingness-to-pay
• monetization-strategy — Revenue model brainstorming
• growth-loops — Viral/usage/collaboration loops
• gtm-strategy — Go-to-market planning

📝 Communication & Writing (12 skills)

Copywriting, editing, internal comms, and meeting summaries.

• copywriting — Marketing copy for any page
• humanizer — De-AI-fy text, inject personality
• summarize-meeting / summarize-interview — Structured summaries
• internal-comms — Status reports, newsletters, FAQs

🔧 Specialized (40+ skills)

Niche tools for specific domains and workflows.

• career-ops — AI-powered job search command center
• pua — High-agency problem solver (pressure mode)
• notebooklm — Google NotebookLM integration
• gog — Google Workspace automation
• revops — Revenue operations and lead lifecycle

---

🚀 Quick Start

Install as Local Skills

# Clone to your agent skills directory
git clone https://github.com/skytiger6724/qwen-skills.git ~/.qwen/skills

# Skills auto-load on next Qwen Code session

Use Individual Skills

Reference skills by name in your prompts:

Use the seo-audit skill to analyze my site.
Use the create-prd skill to write a PRD for feature X.

---

📊 Stats

Metric	Value
Total Skills	155
Source Files	492
Code Lines	124,184
Categories	8
With References	60+
With Evals	30+

---

🏗️ Structure

Each skill follows a consistent layout:

skill-name/
├── SKILL.md              # Core skill definition + trigger words
├── evals/                # Evaluation test cases (optional)
│   └── evals.json
└── references/           # Playbooks, templates, examples (optional)
    └── *.md

---

📄 License

MIT. Built from real-world usage, not theoretical design.