44
55# AI Skills Library
66
7- ** 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.
7+ ** 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.
88
99[ ![ License: MIT + Commons Clause] ( https://img.shields.io/badge/License-MIT_+_Commons_Clause-yellow.svg )] ( LICENSE )
1010[ ![ Claude Code] ( https://img.shields.io/badge/Claude_Code-purple.svg )] ( https://claude.ai/code )
1414[ ![ Windsurf] ( https://img.shields.io/badge/Windsurf-0EA5E9.svg )] ( https://codeium.com/windsurf )
1515[ ![ Cline] ( https://img.shields.io/badge/Cline-EC4899.svg )] ( https://github.com/cline/cline )
1616[ ![ Aider] ( https://img.shields.io/badge/Aider-14B8A6.svg )] ( https://aider.chat )
17- [ ![ 97 Skills] ( https://img.shields.io/badge/Skills-97 -brightgreen.svg )] ( #skills-library-97 -skills )
18- [ ![ 178 Tools] ( https://img.shields.io/badge/Python_Tools-178 -blue.svg )] ( #python-automation-tools-178 )
17+ [ ![ 109 Skills] ( https://img.shields.io/badge/Skills-109 -brightgreen.svg )] ( #skills-library-109 -skills )
18+ [ ![ 180 Tools] ( https://img.shields.io/badge/Python_Tools-180 -blue.svg )] ( #python-automation-tools-180 )
1919
2020## What You Get
2121
2222| | |
2323| ---| ---|
24- | ** 97 Skills** | Production-ready expertise across engineering, marketing, product, finance, HR, sales, compliance, and more |
25- | ** 178 Python Tools** | CLI scripts for code quality, SEO, DCF valuation, RICE prioritization, scaffolding, and beyond — all standard library, no ML dependencies |
24+ | ** 109 Skills** | Production-ready expertise across engineering, marketing, product, finance, HR, sales, compliance, and more |
25+ | ** 180 Python Tools** | CLI scripts for code quality, SEO, DCF valuation, RICE prioritization, scaffolding, and beyond — all standard library, no ML dependencies |
2626| ** 13 Domains** | Engineering, Marketing, Product, Project Management, C-Level Advisory, RA/QM Compliance, Business Growth, Finance, Data Analytics, HR, Sales, Advanced Engineering, Standards |
2727| ** 6 Subagents** | Autonomous Claude Code agents for code review, security audit, QA, docs, changelog, and git workflows |
2828| ** 12 CI/CD Workflows** | Quality gates, release drafting, skill validation, auto-updates — zero configuration needed |
3939 - [ Using Skills] ( #1-using-skills-domain-expertise )
4040 - [ Using Subagents] ( #2-using-subagents-autonomous-workflows )
4141 - [ Using Workflows] ( #3-using-workflows-cicd-automation )
42- - [ Skills Library (97 Skills)] ( #skills-library-97 -skills )
42+ - [ Skills Library (109 Skills)] ( #skills-library-109 -skills )
4343- [ Claude Code Subagents] ( #claude-code-subagents )
4444- [ GitHub Workflows (12)] ( #github-workflows-12 )
4545- [ Repository Structure] ( #repository-structure )
@@ -533,18 +533,18 @@ The 12 GitHub workflows run automatically on PRs and pushes. No configuration ne
533533
534534** Code Quality Gate** — Triggers on every PR with Python changes:
535535```
536- ✓ Python Syntax Check — 178/178 scripts compiled successfully
536+ ✓ Python Syntax Check — 180/180 scripts compiled successfully
537537✓ Flake8 Lint — 0 errors (E9, F63, F7, F82)
538538✓ Bandit Security Scan — 0 high-severity issues
539- ✓ CLI Standards — 178/178 scripts have argparse + --help
539+ ✓ CLI Standards — 180/180 scripts have argparse + --help
540540```
541541
542542** Documentation Check** — Triggers on PRs with markdown changes:
543543```
544- ✓ YAML Frontmatter — 97/97 SKILL.md files have valid frontmatter
544+ ✓ YAML Frontmatter — 109/109 SKILL.md files have valid frontmatter
545545✓ Required Fields — All files have name + description
546546✓ Internal Links — 0 broken links detected
547- ✓ Skill Count — 97 skills across 13 domains
547+ ✓ Skill Count — 109 skills across 13 domains
548548```
549549
550550** Changelog Enforcer** — Triggers on PRs to main/dev:
@@ -577,8 +577,8 @@ Quality Report:
577577## What's New in v2.0.0
578578
579579### Repository Stats
580- - ** 97 ** skills across ** 13** domains
581- - ** 178 ** Python automation tools
580+ - ** 109 ** skills across ** 13** domains
581+ - ** 180 ** Python automation tools
582582- ** 6** Claude Code subagents
583583- ** 12** CI/CD workflows
584584
@@ -594,7 +594,7 @@ python scripts/skill-installer.py install <skill-name> --agent claude
594594
595595---
596596
597- ## Skills Library (97 Skills)
597+ ## Skills Library (109 Skills)
598598
599599### Engineering Team (24)
600600Core engineering expertise with Python automation tools, references, and templates.
@@ -683,20 +683,45 @@ User-centered product development with automation tools.
683683| [ product-designer] ( product-team/product-designer/SKILL.md ) | UI/UX design, prototyping, user research, design systems | - |
684684| [ design-system-lead] ( product-team/design-system-lead/SKILL.md ) | Design tokens, component libraries, documentation | - |
685685
686- ### Project Management (9)
687- Delivery excellence with Atlassian MCP integration.
686+ ### Project Management (22)
687+ Delivery excellence with discovery, execution frameworks, Atlassian MCP integration, and 10 Python CLI tools.
688+
689+ ** Role-Based Skills (10)**
688690
689691| Skill | Description | Tools |
690692| -------| -------------| -------|
691- | [ senior-pm] ( project-management/senior-pm/SKILL.md ) | Portfolio management, quantitative risk analysis, WSJF | 3 |
692- | [ scrum-master] ( project-management/scrum-master/SKILL.md ) | Sprint analytics, velocity forecasting, team health | 3 |
693+ | [ senior-pm] ( project-management/senior-pm/SKILL.md ) | Portfolio management, stakeholder mapping, risk analysis, WSJF | 4 |
694+ | [ scrum-master] ( project-management/scrum-master/SKILL.md ) | Sprint analytics, velocity forecasting, capacity planning, team health | 4 |
695+ | [ delivery-manager] ( project-management/delivery-manager/SKILL.md ) | Release management, deployment, incident response | - |
693696| [ jira-expert] ( project-management/jira-expert/SKILL.md ) | JQL mastery, workflows, automation, dashboards | - |
694697| [ confluence-expert] ( project-management/confluence-expert/SKILL.md ) | Knowledge management, space architecture | - |
695698| [ atlassian-admin] ( project-management/atlassian-admin/SKILL.md ) | System administration, security, integrations | - |
696699| [ atlassian-templates] ( project-management/atlassian-templates/SKILL.md ) | Template design, custom blueprints | - |
697700| [ agile-coach] ( project-management/agile-coach/SKILL.md ) | Transformation, framework implementation, coaching | - |
698- | [ delivery-manager] ( project-management/delivery-manager/SKILL.md ) | Release management, deployment, incident response | - |
699701| [ program-manager] ( project-management/program-manager/SKILL.md ) | Multi-project coordination, portfolio governance | - |
702+ | [ packaged-skills] ( project-management/packaged-skills/SKILL.md ) | Bundled skill packages for quick deployment | - |
703+
704+ ** Discovery Skills (4)**
705+
706+ | Skill | Description | Tools |
707+ | -------| -------------| -------|
708+ | [ brainstorm-ideas] ( project-management/discovery/brainstorm-ideas/SKILL.md ) | Product Trio ideation, Opportunity Solution Trees | - |
709+ | [ brainstorm-experiments] ( project-management/discovery/brainstorm-experiments/SKILL.md ) | Lean experiment design, XYZ hypotheses | 1 |
710+ | [ identify-assumptions] ( project-management/discovery/identify-assumptions/SKILL.md ) | Assumption mapping across 4-8 risk categories | 1 |
711+ | [ pre-mortem] ( project-management/discovery/pre-mortem/SKILL.md ) | Tiger/Paper Tiger/Elephant risk classification | 1 |
712+
713+ ** Execution Skills (8)**
714+
715+ | Skill | Description | Tools |
716+ | -------| -------------| -------|
717+ | [ create-prd] ( project-management/execution/create-prd/SKILL.md ) | PRD scaffolding with 8-section structure | 1 |
718+ | [ brainstorm-okrs] ( project-management/execution/brainstorm-okrs/SKILL.md ) | OKR brainstorming and validation (Wodtke) | 1 |
719+ | [ outcome-roadmap] ( project-management/execution/outcome-roadmap/SKILL.md ) | Output→outcome roadmap transformation | 1 |
720+ | [ prioritization-frameworks] ( project-management/execution/prioritization-frameworks/SKILL.md ) | Multi-framework scoring (RICE, ICE, MoSCoW) | 1 |
721+ | [ release-notes] ( project-management/execution/release-notes/SKILL.md ) | Release notes from tickets/changelogs | 1 |
722+ | [ summarize-meeting] ( project-management/execution/summarize-meeting/SKILL.md ) | Structured meeting summaries with action items | - |
723+ | [ job-stories] ( project-management/execution/job-stories/SKILL.md ) | JTBD When/Want/So backlog format | - |
724+ | [ wwas] ( project-management/execution/wwas/SKILL.md ) | Why-What-Acceptance structured backlog items | - |
700725
701726### Regulatory Affairs & Quality Management (12)
702727HealthTech/MedTech compliance across ISO, MDR, FDA, and GDPR.
@@ -813,7 +838,7 @@ Claude-Skills/
813838├── .claude/ # Claude Code config + 6 subagents
814839│ └── agents/ # code-reviewer, doc-generator, qa-engineer, etc.
815840├── .claude-plugin/ # Plugin marketplace config
816- ├── .codex/ # OpenAI Codex compatibility (97 skill symlinks)
841+ ├── .codex/ # OpenAI Codex compatibility (109 skill symlinks)
817842├── .github/ # 12 CI/CD workflows, templates, automation
818843│ ├── copilot-instructions.md # GitHub Copilot config
819844│ └── workflows/ # Quality gates, release drafting, auto-update
@@ -827,7 +852,7 @@ Claude-Skills/
827852├── hr-operations/ # 4 skills
828853├── marketing-skill/ # 10 skills + 6 Python tools
829854├── product-team/ # 7 skills + 6 Python tools
830- ├── project-management/ # 9 skills + 5 Python tools
855+ ├── project-management/ # 22 skills + 10 Python tools
831856├── ra-qm-team/ # 12 skills + 10 Python tools
832857├── sales-success/ # 5 skills
833858├── scripts/ # Skill installer + utility scripts
@@ -869,7 +894,7 @@ See [CONTRIBUTING.md](CONTRIBUTING.md) for detailed guidelines.
869894---
870895
871896<p align =" center " >
872- <strong >The universal AI skills library. 97 skills. 178 Python tools. 12 workflows. 13 domains.</strong ><br >
897+ <strong >The universal AI skills library. 109 skills. 180 Python tools. 12 workflows. 13 domains.</strong ><br >
873898 Works with Claude, Cursor, Copilot, Codex, Windsurf, Cline, Aider, Goose & more.
874899</p >
875900
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