Skills Marketplace

A curated collection of AI agent skills for enterprise workflows, product management, AI governance, and process automation.

65 skills across 14 categories.

Quick Start

Browse skills by category or search the registry.json for available skills.

# Find all skills in a category
jq '.skills[] | select(.categories[] == "mlops")' registry.json

# List all skill IDs
jq -r '.skills[].id' registry.json

Categories

Category	Description	Key Skills
Product Management	Product ownership, backlog, stakeholders	16+ skills
MLOps	Model lifecycle, incidents, prompts	6 skills
Business Strategy	Market, vendors, portfolio, costs	8 skills
Responsible AI	Bias, explainability, risk	4 skills
Data Quality	Readiness, labeling, synthetic	3 skills
Governance	Policy, inventory, compliance	6 skills
Development	APIs, integration, prototyping	5 skills
Training	Education, rollout, adoption	4 skills

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New: Enterprise AI Development Skills

MLOps & AI Operations

Skill	Purpose
model-lifecycle-manager	Versioning, drift detection, retraining
ai-incident-responder	Handle AI failures, rollbacks, post-mortems
prompt-library-curator	Organize and share prompts
llm-evaluation-designer	Design LLM evaluation frameworks
model-inventory-manager	Track all models for governance

Data & Quality

Skill	Purpose
data-readiness-assessor	Evaluate data for AI projects
synthetic-data-planner	Plan synthetic data generation
ground-truth-collector	Design annotation workflows

Responsible AI & Ethics

Skill	Purpose
ai-bias-auditor	Identify fairness issues
explainability-documenter	Document explanations for stakeholders
ai-risk-register-maintainer	Track AI-specific risks

Enterprise Integration

Skill	Purpose
legacy-system-ai-bridger	Integrate AI with legacy systems
ai-vendor-evaluator	Structured vendor comparison
enterprise-api-designer	Design AI service APIs
build-vs-buy-analyzer	Build vs buy decisions

Change Management & Enablement

Skill	Purpose
ai-champion-network-builder	Build AI advocate network
ai-literacy-curriculum-designer	Design AI education programs
ai-use-case-harvester	Collect AI opportunities
pilot-to-production-scaler	Scale pilots to production

Governance & Compliance

Skill	Purpose
ai-policy-drafter	Create AI governance policies
regulatory-impact-assessor	Assess regulatory compliance

Cost & Portfolio

Skill	Purpose
ai-cost-modeler	Model AI costs and ROI
ai-portfolio-optimizer	Balance AI investments

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Product Management Skills

Skill	Purpose
user-story-writer	Convert requirements to user stories
acceptance-criteria-definer	Given-When-Then scenarios
sprint-planning-facilitator	Capacity and story selection
stakeholder-update-composer	Status communications
product-vision-synthesizer	Vision and alignment
roadmap-visualizer	Timeline roadmaps
epic-decomposition-planner	Break epics into stories
okr-definition-assistant	Measurable OKRs
demo-script-preparer	Demo flow and talking points
release-notes-generator	Release communications
requirements-elicitation-guide	Stakeholder interviews
retrospective-action-tracker	Track retro actions
blocker-resolution-advisor	Resolve blockers
definition-of-done-enforcer	Validate DoD
feature-impact-analyzer	Measure shipped features
problem-hypothesis-generator	Validate problems
user-research-synthesizer	Synthesize feedback
competitive-landscape-scanner	Competitor analysis
technical-debt-cataloger	Prioritize tech debt
product-health-dashboard-designer	KPIs and dashboards

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Using a Skill

Each skill has a SKILL.md with:

• When to use - Trigger conditions
• Output format - Expected YAML structure
• Examples - Usage patterns

cat user-story-writer/SKILL.md

Skill Maturity

Level	Meaning
stable	Production-tested, well-documented
beta	Functional, may have rough edges
experimental	Early stage, subject to change