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docs(readme): update root README with 109 skills and 180 Python tools counts
Update all skill/tool counts and expand PM section from 9 to 22 skills with discovery and execution subsections.
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README.md

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# AI Skills Library
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**The universal AI skills library for every coding assistant**97 expert-level skills with 178 Python automation tools, 6 subagents, and 12 CI/CD workflows across 13 professional domains.
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**The universal AI skills library for every coding assistant**109 expert-level skills with 180 Python automation tools, 6 subagents, and 12 CI/CD workflows across 13 professional domains.
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[![License: MIT + Commons Clause](https://img.shields.io/badge/License-MIT_+_Commons_Clause-yellow.svg)](LICENSE)
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[![Claude Code](https://img.shields.io/badge/Claude_Code-purple.svg)](https://claude.ai/code)
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[![Windsurf](https://img.shields.io/badge/Windsurf-0EA5E9.svg)](https://codeium.com/windsurf)
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[![Cline](https://img.shields.io/badge/Cline-EC4899.svg)](https://github.com/cline/cline)
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[![Aider](https://img.shields.io/badge/Aider-14B8A6.svg)](https://aider.chat)
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[![97 Skills](https://img.shields.io/badge/Skills-97-brightgreen.svg)](#skills-library-97-skills)
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[![178 Tools](https://img.shields.io/badge/Python_Tools-178-blue.svg)](#python-automation-tools-178)
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[![109 Skills](https://img.shields.io/badge/Skills-109-brightgreen.svg)](#skills-library-109-skills)
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[![180 Tools](https://img.shields.io/badge/Python_Tools-180-blue.svg)](#python-automation-tools-180)
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## What You Get
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| | |
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|---|---|
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| **97 Skills** | Production-ready expertise across engineering, marketing, product, finance, HR, sales, compliance, and more |
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| **178 Python Tools** | CLI scripts for code quality, SEO, DCF valuation, RICE prioritization, scaffolding, and beyond — all standard library, no ML dependencies |
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| **109 Skills** | Production-ready expertise across engineering, marketing, product, finance, HR, sales, compliance, and more |
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| **180 Python Tools** | CLI scripts for code quality, SEO, DCF valuation, RICE prioritization, scaffolding, and beyond — all standard library, no ML dependencies |
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| **13 Domains** | Engineering, Marketing, Product, Project Management, C-Level Advisory, RA/QM Compliance, Business Growth, Finance, Data Analytics, HR, Sales, Advanced Engineering, Standards |
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| **6 Subagents** | Autonomous Claude Code agents for code review, security audit, QA, docs, changelog, and git workflows |
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| **12 CI/CD Workflows** | Quality gates, release drafting, skill validation, auto-updates — zero configuration needed |
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- [Using Skills](#1-using-skills-domain-expertise)
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- [Using Subagents](#2-using-subagents-autonomous-workflows)
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- [Using Workflows](#3-using-workflows-cicd-automation)
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- [Skills Library (97 Skills)](#skills-library-97-skills)
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- [Skills Library (109 Skills)](#skills-library-109-skills)
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- [Claude Code Subagents](#claude-code-subagents)
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- [GitHub Workflows (12)](#github-workflows-12)
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- [Repository Structure](#repository-structure)
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**Code Quality Gate** — Triggers on every PR with Python changes:
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```
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✓ Python Syntax Check — 178/178 scripts compiled successfully
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✓ Python Syntax Check — 180/180 scripts compiled successfully
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✓ Flake8 Lint — 0 errors (E9, F63, F7, F82)
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✓ Bandit Security Scan — 0 high-severity issues
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✓ CLI Standards — 178/178 scripts have argparse + --help
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✓ CLI Standards — 180/180 scripts have argparse + --help
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```
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**Documentation Check** — Triggers on PRs with markdown changes:
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```
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✓ YAML Frontmatter — 97/97 SKILL.md files have valid frontmatter
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✓ YAML Frontmatter — 109/109 SKILL.md files have valid frontmatter
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✓ Required Fields — All files have name + description
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✓ Internal Links — 0 broken links detected
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✓ Skill Count — 97 skills across 13 domains
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✓ Skill Count — 109 skills across 13 domains
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```
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**Changelog Enforcer** — Triggers on PRs to main/dev:
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## What's New in v2.0.0
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### Repository Stats
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- **97** skills across **13** domains
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- **178** Python automation tools
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- **109** skills across **13** domains
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- **180** Python automation tools
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- **6** Claude Code subagents
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- **12** CI/CD workflows
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---
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## Skills Library (97 Skills)
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## Skills Library (109 Skills)
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### Engineering Team (24)
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Core engineering expertise with Python automation tools, references, and templates.
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| [product-designer](product-team/product-designer/SKILL.md) | UI/UX design, prototyping, user research, design systems | - |
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| [design-system-lead](product-team/design-system-lead/SKILL.md) | Design tokens, component libraries, documentation | - |
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### Project Management (9)
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Delivery excellence with Atlassian MCP integration.
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### Project Management (22)
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Delivery excellence with discovery, execution frameworks, Atlassian MCP integration, and 10 Python CLI tools.
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**Role-Based Skills (10)**
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| Skill | Description | Tools |
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|-------|-------------|-------|
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| [senior-pm](project-management/senior-pm/SKILL.md) | Portfolio management, quantitative risk analysis, WSJF | 3 |
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| [scrum-master](project-management/scrum-master/SKILL.md) | Sprint analytics, velocity forecasting, team health | 3 |
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| [senior-pm](project-management/senior-pm/SKILL.md) | Portfolio management, stakeholder mapping, risk analysis, WSJF | 4 |
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| [scrum-master](project-management/scrum-master/SKILL.md) | Sprint analytics, velocity forecasting, capacity planning, team health | 4 |
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| [delivery-manager](project-management/delivery-manager/SKILL.md) | Release management, deployment, incident response | - |
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| [jira-expert](project-management/jira-expert/SKILL.md) | JQL mastery, workflows, automation, dashboards | - |
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| [confluence-expert](project-management/confluence-expert/SKILL.md) | Knowledge management, space architecture | - |
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| [atlassian-admin](project-management/atlassian-admin/SKILL.md) | System administration, security, integrations | - |
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| [atlassian-templates](project-management/atlassian-templates/SKILL.md) | Template design, custom blueprints | - |
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| [agile-coach](project-management/agile-coach/SKILL.md) | Transformation, framework implementation, coaching | - |
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| [delivery-manager](project-management/delivery-manager/SKILL.md) | Release management, deployment, incident response | - |
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| [program-manager](project-management/program-manager/SKILL.md) | Multi-project coordination, portfolio governance | - |
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| [packaged-skills](project-management/packaged-skills/SKILL.md) | Bundled skill packages for quick deployment | - |
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**Discovery Skills (4)**
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| Skill | Description | Tools |
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|-------|-------------|-------|
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| [brainstorm-ideas](project-management/discovery/brainstorm-ideas/SKILL.md) | Product Trio ideation, Opportunity Solution Trees | - |
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| [brainstorm-experiments](project-management/discovery/brainstorm-experiments/SKILL.md) | Lean experiment design, XYZ hypotheses | 1 |
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| [identify-assumptions](project-management/discovery/identify-assumptions/SKILL.md) | Assumption mapping across 4-8 risk categories | 1 |
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| [pre-mortem](project-management/discovery/pre-mortem/SKILL.md) | Tiger/Paper Tiger/Elephant risk classification | 1 |
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**Execution Skills (8)**
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| Skill | Description | Tools |
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|-------|-------------|-------|
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| [create-prd](project-management/execution/create-prd/SKILL.md) | PRD scaffolding with 8-section structure | 1 |
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| [brainstorm-okrs](project-management/execution/brainstorm-okrs/SKILL.md) | OKR brainstorming and validation (Wodtke) | 1 |
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| [outcome-roadmap](project-management/execution/outcome-roadmap/SKILL.md) | Output→outcome roadmap transformation | 1 |
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| [prioritization-frameworks](project-management/execution/prioritization-frameworks/SKILL.md) | Multi-framework scoring (RICE, ICE, MoSCoW) | 1 |
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| [release-notes](project-management/execution/release-notes/SKILL.md) | Release notes from tickets/changelogs | 1 |
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| [summarize-meeting](project-management/execution/summarize-meeting/SKILL.md) | Structured meeting summaries with action items | - |
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| [job-stories](project-management/execution/job-stories/SKILL.md) | JTBD When/Want/So backlog format | - |
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| [wwas](project-management/execution/wwas/SKILL.md) | Why-What-Acceptance structured backlog items | - |
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### Regulatory Affairs & Quality Management (12)
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HealthTech/MedTech compliance across ISO, MDR, FDA, and GDPR.
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├── .claude/ # Claude Code config + 6 subagents
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│ └── agents/ # code-reviewer, doc-generator, qa-engineer, etc.
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├── .claude-plugin/ # Plugin marketplace config
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├── .codex/ # OpenAI Codex compatibility (97 skill symlinks)
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├── .codex/ # OpenAI Codex compatibility (109 skill symlinks)
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├── .github/ # 12 CI/CD workflows, templates, automation
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│ ├── copilot-instructions.md # GitHub Copilot config
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│ └── workflows/ # Quality gates, release drafting, auto-update
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├── hr-operations/ # 4 skills
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├── marketing-skill/ # 10 skills + 6 Python tools
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├── product-team/ # 7 skills + 6 Python tools
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├── project-management/ # 9 skills + 5 Python tools
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├── project-management/ # 22 skills + 10 Python tools
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├── ra-qm-team/ # 12 skills + 10 Python tools
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├── sales-success/ # 5 skills
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├── scripts/ # Skill installer + utility scripts
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<p align="center">
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<strong>The universal AI skills library. 97 skills. 178 Python tools. 12 workflows. 13 domains.</strong><br>
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<strong>The universal AI skills library. 109 skills. 180 Python tools. 12 workflows. 13 domains.</strong><br>
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Works with Claude, Cursor, Copilot, Codex, Windsurf, Cline, Aider, Goose & more.
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</p>
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