Skills Reference

May 27, 2026 · View on GitHub

Complete reference for 338 skills across 16 domains. Each skill is a self-contained package with documentation (SKILL.md), Python CLI tools (scripts/), knowledge bases (references/), and user templates (assets/).

Note: The per-domain tables below are historical and not yet fully regenerated after recent expansions. For canonical skill listings, browse each domain folder directly. Recent additions are summarized below.


May 2026 Tier-3 Additions (12 new PM skills)

Atomic PM skills covering classic strategy frameworks, GTM, and execution. Adds two new PM subfolders.

Strategy frameworks — project-management/strategy-frameworks/ (+5)

  • business-model-canvas — Osterwalder 9-block + cross-block coherence validator (1 tool)
  • lean-canvas — Ash Maurya startup canvas + unfair-advantage discipline (1 tool)
  • swot-analysis — SWOT + TOWS matrix + evidence audit (1 tool)
  • porters-five-forces — Industry analysis + strategy translation (1 tool)
  • ansoff-matrix — Growth quadrants + stage-appropriate investment mix (1 tool)

Go-to-market — project-management/gtm/ (+2)

  • gtm-strategy — ICP × motion × channels × messaging + T-90 → T+90 sequence (1 tool)
  • ideal-customer-profile — 8-dimension ICP + qualification rubric + scoring (1 tool, 2 modes)

Discovery additions (+2)

Execution additions (+3)

  • stakeholder-map — Power × Interest 2x2 + DACI + blocker conversion plans (1 tool)
  • test-scenarios — 7-category coverage (happy / edge / error / empty / concurrent / a11y / security) (1 tool)
  • sprint-plan — Capacity math + commit/stretch discipline + DoD audit (1 tool)

Tier 3 totals: 12 skills · 12 stdlib Python validators · 24 reference docs · ~12K lines


May 2026 Tier-2 Additions (14 new skills)

C-Level Advisory (+5)

  • chief-ai-officer-advisor — AI strategy, governance, risk register, investment planner, maturity assessor (3 tools)
  • chief-data-officer-advisor — Data strategy, governance audit (DAMA-DMBOK), platform evaluator, maturity assessor (3 tools)
  • chief-customer-officer-advisor — CX strategy, churn intervention planner, VoC program designer, CX maturity scorer (3 tools)
  • general-counsel-advisor — Legal risk register, contract portfolio analyzer, regulatory calendar generator (3 tools)
  • vpe-advisor — Engineering org health scorer, DORA/DevEx productivity dashboard, capacity planner (3 tools)

Product Team (+5)

  • product-analytics — Metric tree designer, event taxonomy auditor, retention cohort analyzer (3 tools)
  • apple-hig-expert — HIG compliance checker, component pattern lookup, accessibility auditor (3 tools)
  • research-summarizer — Synthesis organizer, insight quality scorer, findings brief generator (3 tools)
  • spec-to-repo — PRD-to-tickets decomposer, branch-naming validator, PR scope analyzer (3 tools)
  • roadmap-communicator — Audience translator, confidence band generator, roadmap diff reporter (3 tools)

Research — NEW DOMAIN (+4)

  • litreview — Search strategy builder (PRISMA-aligned), source quality scorer, thematic synthesis builder (3 tools)
  • grants — Funder fit scorer, proposal structure validator (NIH/NSF/SBIR/foundation/DARPA), budget realism checker (3 tools)
  • patent — Prior-art search planner, claim landscape mapper, patentability scorer (5-dim) (3 tools)
  • dossier — Dossier outline generator, source triangulation validator (Admiralty Code), fact/inference separator (3 tools)

Tier 2 totals: 14 skills · 42 stdlib Python scripts · 42 reference docs · ~24K lines


Apr 2026 Tier-1 Additions (17 new skills)

Engineering (+6)

Business & Growth — Commercial mechanics (+4)

RA/QM — Audit-prep playbooks (+6, new audit-prep/ subfolder)

Marketing (+1)

  • aeo — Answer Engine Optimization for LLM citation (ChatGPT/Claude/Gemini) (3 tools)

Engineering (82)

Core software engineering expertise with Python automation tools.

SkillDescriptionTools
senior-architectSystem design, distributed systems, architectural patterns2
senior-frontendReact patterns, state management, performance, accessibility2
senior-backendAPI design, microservices, databases, caching, queues2
senior-fullstackReact, Node.js, databases, API design, system architecture3
senior-qaTest strategy, automation frameworks, performance testing2
senior-devopsDocker, Kubernetes, Terraform, CI/CD, monitoring, SRE2
senior-secopsSecurity operations, vulnerability management, incident response2
senior-securityOWASP, threat modeling, penetration testing, compliance2
senior-mobileReact Native, iOS, Android, cross-platform, app store3
senior-cloud-architectAWS, GCP, Azure, multi-cloud, cost optimization-
senior-data-scientistA/B testing, statistical analysis, feature engineering3
senior-data-engineerAirflow, Spark, data pipelines, warehousing3
senior-ml-engineerML pipelines, model deployment, MLOps, RAG systems3
senior-prompt-engineerPrompt optimization, LLM evaluation, agents3
senior-computer-visionObject detection, image segmentation, model training3
aws-solution-architectServerless patterns, CloudFormation, cost optimization2
code-reviewerPR analysis, code quality checking, review automation2
incident-commanderIncident response, severity classification, RCA3
ms365-tenant-managerOffice 365/Azure AD administration2
tdd-guideTest-driven development workflow2
tech-stack-evaluatorFramework comparison, TCO analysis2
claude-code-masteryCLAUDE.md optimization, skill authoring, subagents, hooks3
codex-cli-specialistCross-platform skill authoring, Codex CLI, conversion tools3
devops-workflow-engineerGitHub Actions, CI/CD pipelines, deployment strategies3
qa-browser-automation11-phase browser QA, health scoring, WCAG audit, visual regression4
release-orchestratorRelease pipeline, pre-flight checks, versioning, readiness scoring4
doc-drift-detectorDocumentation drift analysis, staleness scoring, API doc validation4
design-auditor12-category design audit, AI slop detection, color contrast checking4

Advanced Engineering (33)

Enterprise-grade skills with sophisticated analysis tooling.

SkillDescriptionTools
agent-designerMulti-agent architecture, tool schema generation3
api-design-reviewerREST API linting, breaking change detection, scoring3
database-designerSchema analysis, ERD generation, index optimization3
dependency-auditorMulti-language dependency scanning, license compliance3
interview-system-designerInterview loop design, question banks, calibration3
migration-architectZero-downtime migration planning, rollback strategies3
observability-designerSLO design, alert optimization, dashboard generation3
rag-architectRAG pipeline building, chunking optimization3
release-managerAutomated changelog, semantic versioning3
skill-testerMeta-skill validator, quality scoring3
tech-debt-trackerAST parsing, debt prioritization, trend analysis3
agent-protocolAI agent communication protocols, MCP, A2A, tool schemas-
agent-workflow-designerMulti-agent orchestration, workflow DAGs, agent routing-
api-test-suite-builderAPI testing frameworks, contract testing, load testing-
ci-cd-pipeline-builderCI/CD design, GitHub Actions, GitLab CI, deployment strategies-
codebase-onboardingNew developer onboarding, codebase docs, architecture guides-
database-schema-designerSchema design, normalization, migration planning, ERD-
env-secrets-managerSecrets management, .env security, Vault, rotation policies-
git-worktree-managerGit worktree workflows, parallel development, branches-
mcp-server-builderMCP server development, tool definition, transport protocols-
monorepo-navigatorMonorepo tooling, workspace management, build caching-
performance-profilerPerformance analysis, flame graphs, memory profiling-
playwright-proE2E testing with Playwright, page objects, CI integration-
changelog-generatorAutomated changelogs, conventional commits, release notes-
pr-review-expertPR review best practices, automated checks, checklists-
runbook-generatorOperational runbooks, incident procedures, automation-
saas-scaffolderSaaS boilerplate, auth, billing, multi-tenancy-
skill-security-auditorSecurity audit for AI skills, prompt injection detection-
context-engineContext management for AI agents, memory systems-
self-improving-agentSelf-improving AI patterns, feedback loops, metrics-
prompt-engineer-toolkitPrompt engineering frameworks, evaluation, optimization-
stripe-integration-expertStripe API, payment flows, subscriptions, webhooks-

C-Level Advisory (26)

Strategic decision-making for executive leadership.

SkillDescriptionTools
ceo-advisorStrategic planning, board governance, investor relations, M&A2
cto-advisorTechnical strategy, architecture decisions, engineering leadership2
cfo-advisorFinancial planning, fundraising, unit economics, treasury-
cmo-advisorBrand strategy, demand generation, marketing leadership-
coo-advisorOperations strategy, process optimization, scaling-
chief-of-staffExecutive operations, cross-functional alignment, strategic initiatives-
chro-advisorPeople strategy, org design, compensation, workforce planning-
ciso-advisorSecurity strategy, risk quantification, compliance roadmap-
cpo-advisorProduct strategy, portfolio management, product-market fit-
cro-advisorRevenue strategy, sales/CS alignment, NRR optimization-
culture-architectCompany culture design, values, engagement, remote culture-
decision-loggerDecision documentation, ADRs, decision frameworks-
executive-mentorExecutive coaching, leadership development, board prep-
founder-coachFounder coaching, fundraising, pivots, co-founder dynamics-
org-health-diagnosticOrganization assessment, health scoring, alignment analysis-
board-deck-builderBoard presentation design, investor updates, narrative structure-
board-meetingBoard meeting facilitation, agenda, minutes, governance-
change-managementOrganizational change, ADKAR, Kotter's 8 steps, transformation-
company-osOperating system for companies, cadences, OKRs, rituals-
competitive-intelCompetitive analysis, battlecards, market intelligence-
intl-expansionInternational expansion, market entry, localization-
ma-playbookM&A strategy, due diligence, integration playbook-
strategic-alignmentStrategy alignment, OKR cascade, cross-functional sync-
internal-narrativeInternal communications, all-hands, company narratives-
scenario-war-roomScenario planning, war gaming, crisis simulation-
cs-onboardC-suite onboarding, first 90 days, stakeholder mapping-

Marketing (35)

Data-driven marketing with Python automation tools.

SkillDescriptionTools
content-creatorBrand voice analyzer, SEO optimizer, content frameworks2
marketing-demand-acquisitionDemand gen, paid media, SEO, partnerships1
marketing-strategy-pmmPositioning, GTM, competitive intelligence-
app-store-optimizationASO for iOS & Android-
campaign-analyticsMulti-touch attribution, funnel analysis, ROI3
social-media-analyzerSocial media performance tracking, engagement metrics-
brand-strategistBrand positioning, identity systems, brand architecture-
growth-marketerExperimentation, funnel optimization, viral loops, retention-
marketing-analystAttribution modeling, ROI analysis, campaign optimization-
seo-specialistTechnical SEO, keyword research, link building, analytics-
ad-creativeAd creative design, A/B testing, platform-specific formats-
ai-seoAI-powered SEO, SGE optimization, semantic search-
brand-guidelinesBrand identity systems, style guides, voice & tone-
cold-emailCold outreach, personalization, sequences, deliverability-
content-humanizerNatural writing patterns, AI detection avoidance, authenticity-
content-productionContent ops, editorial calendar, workflow management-
content-strategyContent pillars, audience research, funnel mapping-
copywritingPersuasive writing, PAS, AIDA, BAB frameworks-
copy-editingStyle consistency, grammar, editorial standards-
landing-page-generatorLanding page design, conversion optimization, CTA strategy-
marketing-contextMarket research, customer insights, positioning context-
marketing-ideasCampaign ideation, creative brainstorming, trend analysis-
marketing-opsMarketing automation, MarTech stack, data management-
marketing-psychologyBehavioral psychology, cognitive biases, persuasion-
paid-adsPPC campaigns, Google/Meta/LinkedIn Ads, budget optimization-
social-contentSocial media content creation, platform-specific formats-
programmatic-seoProgrammatic page generation, template-based SEO at scale-
schema-markupStructured data, JSON-LD, rich snippets, Knowledge Graph-
seo-auditTechnical SEO audits, Core Web Vitals, crawl analysis-
site-architectureInformation architecture, URL structure, internal linking-
analytics-trackingGTM, event tracking, conversion tracking, GA4-
email-sequenceEmail automation, drip campaigns, nurture flows-
email-template-builderEmail HTML templates, responsive design, deliverability-
social-media-managerSocial media management, scheduling, community management-
launch-strategyProduct launch playbooks, pre/post-launch analysis-

Product Team (8)

User-centered product development with automation tools.

SkillDescriptionTools
product-manager-toolkitRICE prioritizer, interview analyzer, PRD templates2
agile-product-ownerUser stories, sprint planning, velocity tracking1
product-strategistOKR cascade, market analysis, vision setting1
ui-design-systemDesign tokens, component documentation, responsive design1
ux-researcher-designerPersonas, journey mapping, usability research1
product-designerUI/UX design, prototyping, user research, design systems-
design-system-leadDesign tokens, component libraries, documentation-
ab-test-setupA/B testing design, statistical significance, feature flags-

Project Management (42) ★ most-visited domain

Delivery excellence with discovery, execution frameworks, career growth, and Jira / Linear / Notion / Confluence integration. See Quick Start by role.

Role-Based Skills (12)

SkillDescriptionTools
senior-pmPortfolio management, stakeholder mapping, risk analysis, WSJF4
scrum-masterSprint analytics, velocity forecasting, capacity planning, team health4
delivery-managerRelease management, deployment, incident response-
jira-expertJQL mastery, workflows, automation, dashboards-
linear-expert ★ NEWGraphQL queries, cycles, projects, Jira → Linear migration-
confluence-expertKnowledge management, space architecture-
notion-pm ★ NEWDB design for PRDs/OKRs/Roadmap/Decisions, Notion API patterns-
atlassian-adminSystem administration, security, integrations-
atlassian-templatesTemplate design, custom blueprints-
agile-coachTransformation, framework implementation, coaching-
program-managerMulti-project coordination, portfolio governance-
sprint-retrospectiveData-driven sprint retros, velocity analytics, code churn, trend tracking4

Discovery Skills (5)

SkillDescriptionTools
brainstorm-ideasProduct Trio ideation, Opportunity Solution Trees-
brainstorm-experimentsLean experiment design, XYZ hypotheses1
identify-assumptionsAssumption mapping across 4-8 risk categories1
pre-mortemTiger/Paper Tiger/Elephant risk classification1
interview-synthesis ★ NEWInterview transcripts → opportunity solution tree1

Execution Skills (21)

SkillDescriptionTools
create-prdPRD scaffolding with 8-section structure1
prfaq ★ NEWAmazon Working Backwards PR/FAQ as standalone skill-
brainstorm-okrsOKR brainstorming and validation (Wodtke)1
north-star-metric ★ NEWNSM + input metric tree with leading indicators1
outcome-roadmapOutput-to-outcome roadmap transformation1
roadmap-communication ★ NEWExec / customer / internal roadmap variants-
prioritization-frameworksMulti-framework scoring (RICE, ICE, MoSCoW)1
backlog-refinement ★ NEWINVEST + DoR/DoD + splitting playbook1
story-splitting ★ NEW9 vertical slicing patterns (Lawrence)-
story-mappingJeff Patton user story mapping-
job-storiesJTBD When/Want/So backlog format-
wwasWhy-What-Acceptance structured backlog items-
cycle-time-analyzer ★ NEWLead time, cycle time, CFD, Little's Law1
dependency-map ★ NEWCross-team dependencies + critical path1
status-update-generator ★ NEWWeekly exec status from Jira/Linear data1
summarize-meetingStructured meeting summaries with action items-
daci-frameworkDACI decision facilitation and governance-
beta-program ★ NEWClosed beta playbook (Kano + cohort design)-
launch-playbook ★ NEWInternal + external launch coordination-
release-notesRelease notes from tickets/changelogs1
eol-communicationEnd-of-life messaging and sunset-

Career Skills (4) ★ NEW

PM career growth — interview prep, ladder rubrics, onboarding, 1:1s. Unique to this library.

SkillDescriptionTools
pm-interview-prepAPM → Group PM interview prep (CIRCLES, AARM, STAR)-
pm-career-ladderRubrics, gap analysis, growth plan, promo packet-
pm-onboarding30-60-90 day plan (Watkins + STARS)-
pm-1on1s1:1 templates by partner type (EM, designer, IC, manager)-

Regulatory Affairs, Quality Management & Compliance (21)

Enterprise compliance across 18 frameworks.

Medical Device & Quality (12)

SkillDescriptionTools
regulatory-affairs-headRegulatory strategy, FDA/EU pathways, market access1
quality-manager-qmrQMS effectiveness, compliance dashboards1
quality-manager-qms-iso13485ISO 13485 compliance, design control1
capa-officerCAPA management, root cause analysis1
quality-documentation-managerDocument control, 21 CFR Part 111
risk-management-specialistRisk register, FMEA, ISO 149711
information-security-manager-iso27001ISO 27001:2022 ISMS, 93 Annex A controls2
gdpr-dsgvo-expertGDPR/DSGVO compliance, DPIA, German BDSG3
mdr-745-specialistEU MDR 2017/745, GSPR, EUDAMED, UDI1
fda-consultant-specialistFDA 510(k)/PMA, QSR/QMSR, HIPAA, cybersecurity3
qms-audit-expertISO 13485 audit planning, nonconformity management1
isms-audit-expertISO 27001 ISMS audits, security control testing1

Information Security & Cybersecurity (3)

SkillDescriptionTools
soc2-compliance-expertSOC 2 Type I/II, Trust Services Criteria, evidence collection3
nist-csf-specialistNIST CSF 2.0, 6 functions, maturity assessment2
pci-dss-specialistPCI-DSS v4.0, 12 requirements, CDE scoping, tokenization2

AI Governance (2)

SkillDescriptionTools
eu-ai-act-specialistEU AI Act risk classification, GPAI, conformity assessment3
iso42001-ai-managementISO 42001:2023 AIMS, AI lifecycle governance2

Privacy, Financial & Cybersecurity Directives (3)

SkillDescriptionTools
ccpa-cpra-privacy-expertCCPA/CPRA consumer privacy, data mapping, opt-out mechanisms2
dora-compliance-expertDORA 5 pillars, ICT risk management, resilience testing2
nis2-directive-specialistNIS2 10 minimum measures, incident reporting, supply chain security2

Cross-Cutting Infrastructure (1)

SkillDescriptionTools
infrastructure-compliance-auditorCross-framework infrastructure security audit (cloud, DNS, TLS, endpoints, CI/CD)4

Business Growth (16)

Revenue optimization, CRO, pricing strategy, and customer success.

SkillDescriptionTools
customer-success-managerHealth scoring, churn prediction, expansion analysis3
revenue-operationsPipeline analytics, forecast accuracy, GTM efficiency3
sales-engineerRFP analysis, competitive positioning, POC planning3
form-croForm optimization, field reduction, multi-step forms-
onboarding-croUser onboarding optimization, activation, time-to-value-
page-croLanding page CRO, above-the-fold, social proof-
paywall-upgrade-croPaywall optimization, upgrade triggers, pricing pages-
popup-croExit-intent popups, timing optimization, frequency capping-
signup-flow-croRegistration optimization, SSO, progressive profiling-
churn-preventionChurn prediction, retention strategies, win-back campaigns-
competitive-teardownCompetitor analysis, feature comparison, positioning gaps-
competitor-alternativesAlternative positioning, comparison pages, switching guides-
free-tool-strategyFree tool marketing, product-led growth, conversion funnels-
pricing-strategyPricing models, value-based pricing, packaging-
referral-programReferral mechanics, viral loops, incentive design-
contract-and-proposal-writerContract templates, proposals, SOW, MSA-

Finance (1)

Financial analysis and valuation.

SkillDescriptionTools
financial-analystDCF valuation, ratio analysis, budget variance, forecasting4

Data & Analytics (5)

Data-driven insights and ML operations.

SkillDescriptionTools
data-analystSQL, visualization, statistical analysis, reporting-
data-scientistML modeling, experimentation, statistical inference-
business-intelligenceDashboard design, KPI development, data storytelling-
analytics-engineerdbt, data modeling, transformation, semantic layer4
ml-ops-engineerModel deployment, monitoring, feature stores, pipelines-

Sales & Success (5)

Revenue generation and customer success.

SkillDescriptionTools
account-executiveMEDDIC, pipeline management, negotiation, closing-
customer-success-managerOnboarding, retention, health scoring, expansion-
sales-engineerTechnical demos, POC design, RFP responses-
solutions-architectSolution design, integration architecture, technical sales-
sales-operationsCRM, territory planning, compensation, forecasting-

HR & People (4)

People operations and workforce analytics.

SkillDescriptionTools
hr-business-partnerTalent strategy, performance management, org design-
talent-acquisitionRecruiting, sourcing, employer branding, hiring analytics-
operations-managerProcess optimization, resource management, efficiency-
people-analyticsWorkforce analytics, predictive modeling, survey analysis-