Skills Reference
Complete reference for 385 skills across 21 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 the canonical listing and are generated against cli/skills.json. The dated Additions sections that follow are a historical changelog — the skills they mention also appear in their domain table.
Sep 2026 Additions (4 new skills) and 2026 refresh
AI-era skills for marketing and PM, plus a refresh of existing marketing and PM skills against 2025–2026 platform, API and regulatory changes (retired rich results, AI crawler controls, Productboard API v2, Jira enhanced search, Notion data sources, DORA 2024 benchmarks, EU AI Act Omnibus).
- ai-content-disclosure — AI-content and review disclosure checks: EU AI Act Art. 50, FTC reviews rule, platform AI labels (2 tools)
- conversational-ads — Ads in ChatGPT, Google AI Overviews / AI Mode and Copilot (2 tools)
- ai-prototyping — Idea → AI prototype → user validation → handoff gate (2 tools)
- agents-in-the-team — Delivery when AI agents take tickets: delegation, review capacity, metrics (2 tools)
Jul 2026 Additions (25 new skills, 3 new domains)
Three new domains plus fill-in across engineering, PM, productivity, marketing, data and finance.
Business Operations — NEW DOMAIN (+6)
- capacity-planner — Effective capacity from raw headcount; hire/contract/defer scenarios (3 tools)
- process-mapper — SIPOC + swimlane capture, cycle-time and bottleneck analysis (3 tools)
- vendor-management — Selection scorecards, risk tiering, renewal tracking (3 tools)
- internal-comms — Sequence and pressure-test internal announcements (3 tools)
- knowledge-ops — Wiki staleness, ownership gaps, orphans, findability (3 tools)
- procurement-optimizer — Seat utilisation, redundant tools, renewal leverage (3 tools)
Research Ops — NEW DOMAIN (+4)
- market-research — TAM/SAM/SOM reconciled top-down and bottom-up (3 tools)
- product-research — Method selection, recruiting, interview guides, evidence scoring (3 tools)
- clinical-research — Protocol structure, endpoints, power planning, site feasibility (5 tools)
- research-finance — Study budgets, cost per insight, burn against milestones (3 tools)
Markdown-HTML — NEW DOMAIN (+4)
- md-document — Markdown → self-contained HTML report with TOC and cross-refs (4 tools)
- md-slides — Markdown → HTML deck with speaker notes and density linter (4 tools)
- md-review — Pre-publication gate: structure, links, readability, a11y (3 tools)
- design-system — Design tokens, light/dark theming, WCAG contrast validation (3 tools)
Fill-in across existing domains (+11)
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)
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)
- feature-flags-architect — Flag types, rollout playbooks, kill switches, debt cleanup (3 tools)
- chaos-engineering — Hypothesis-driven fault injection; gameday playbooks; maturity model (3 tools)
- kubernetes-operator — Operator pattern, CRDs, reconciliation, finalizers (3 tools)
- azure-cloud-architect — Azure-specific service selection, WAF, cost (3 tools)
- gcp-cloud-architect — GCP-specific service selection, CAF, cost (3 tools)
- data-quality-auditor — DQ dimensions, check catalog, incident response (3 tools)
Business & Growth — Commercial mechanics (+4)
- deal-desk — Charter, approval matrix, packet, velocity (3 tools)
- channel-economics — Channel models, TCO, tier economics, mix (3 tools)
- partnerships-architect — Partnership types, deal structures, eval, ROI (3 tools)
- commercial-policy — Policy charter, compliance, deviation, generator (3 tools)
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 (91)
Core software engineering expertise with Python automation tools.
Core Engineering (28)
| Skill |
Description |
Tools |
| senior-architect |
System design, distributed systems, architectural patterns |
2 |
| senior-frontend |
React patterns, state management, performance, accessibility |
2 |
| senior-backend |
API design, microservices, databases, caching, queues |
2 |
| senior-fullstack |
React, Node.js, databases, API design, system architecture |
3 |
| senior-qa |
Test strategy, automation frameworks, performance testing |
2 |
| senior-devops |
Docker, Kubernetes, Terraform, CI/CD, monitoring, SRE |
2 |
| senior-secops |
Security operations, vulnerability management, incident response |
2 |
| senior-security |
OWASP, threat modeling, penetration testing, compliance |
2 |
| senior-mobile |
React Native, iOS, Android, cross-platform, app store |
3 |
| senior-cloud-architect |
AWS, GCP, Azure, multi-cloud, cost optimization |
- |
| senior-data-scientist |
A/B testing, statistical analysis, feature engineering |
3 |
| senior-data-engineer |
Airflow, Spark, data pipelines, warehousing |
3 |
| senior-ml-engineer |
ML pipelines, model deployment, MLOps, RAG systems |
3 |
| senior-prompt-engineer |
Prompt optimization, LLM evaluation, agents |
3 |
| senior-computer-vision |
Object detection, image segmentation, model training |
3 |
| aws-solution-architect |
Serverless patterns, CloudFormation, cost optimization |
2 |
| code-reviewer |
PR analysis, code quality checking, review automation |
2 |
| incident-commander |
Incident response, severity classification, RCA |
3 |
| ms365-tenant-manager |
Office 365/Azure AD administration |
2 |
| tdd-guide |
Test-driven development workflow |
2 |
| tech-stack-evaluator |
Framework comparison, TCO analysis |
2 |
| claude-code-mastery |
CLAUDE.md optimization, skill authoring, subagents, hooks |
3 |
| codex-cli-specialist |
Cross-platform skill authoring, Codex CLI, conversion tools |
3 |
| devops-workflow-engineer |
GitHub Actions, CI/CD pipelines, deployment strategies |
3 |
| qa-browser-automation |
11-phase browser QA, health scoring, WCAG audit, visual regression |
4 |
| release-orchestrator |
Release pipeline, pre-flight checks, versioning, readiness scoring |
4 |
| doc-drift-detector |
Documentation drift analysis, staleness scoring, API doc validation |
4 |
| design-auditor |
12-category design audit, AI slop detection, color contrast checking |
4 |
Advanced Engineering (32)
Enterprise-grade skills with sophisticated analysis tooling.
| Skill |
Description |
Tools |
| agent-designer |
Multi-agent architecture, tool schema generation |
3 |
| api-design-reviewer |
REST API linting, breaking change detection, scoring |
3 |
| database-designer |
Schema analysis, ERD generation, index optimization |
3 |
| dependency-auditor |
Multi-language dependency scanning, license compliance |
3 |
| interview-system-designer |
Interview loop design, question banks, calibration |
3 |
| migration-architect |
Zero-downtime migration planning, rollback strategies |
3 |
| observability-designer |
SLO design, alert optimization, dashboard generation |
3 |
| rag-architect |
RAG pipeline building, chunking optimization |
3 |
| release-manager |
Automated changelog, semantic versioning |
3 |
| skill-tester |
Meta-skill validator, quality scoring |
3 |
| tech-debt-tracker |
AST parsing, debt prioritization, trend analysis |
3 |
| agent-protocol |
AI agent communication protocols, MCP, A2A, tool schemas |
- |
| agent-workflow-designer |
Multi-agent orchestration, workflow DAGs, agent routing |
- |
| api-test-suite-builder |
API testing frameworks, contract testing, load testing |
- |
| ci-cd-pipeline-builder |
CI/CD design, GitHub Actions, GitLab CI, deployment strategies |
- |
| codebase-onboarding |
New developer onboarding, codebase docs, architecture guides |
- |
| database-schema-designer |
Schema design, normalization, migration planning, ERD |
- |
| env-secrets-manager |
Secrets management, .env security, Vault, rotation policies |
- |
| git-worktree-manager |
Git worktree workflows, parallel development, branches |
- |
| mcp-server-builder |
MCP server development, tool definition, transport protocols |
- |
| monorepo-navigator |
Monorepo tooling, workspace management, build caching |
- |
| performance-profiler |
Performance analysis, flame graphs, memory profiling |
- |
| playwright-pro |
E2E testing with Playwright, page objects, CI integration |
- |
| changelog-generator |
Automated changelogs, conventional commits, release notes |
- |
| pr-review-expert |
PR review best practices, automated checks, checklists |
- |
| runbook-generator |
Operational runbooks, incident procedures, automation |
- |
| saas-scaffolder |
SaaS boilerplate, auth, billing, multi-tenancy |
- |
| skill-security-auditor |
Security audit for AI skills, prompt injection detection |
- |
| context-engine |
Context management for AI agents, memory systems |
- |
| self-improving-agent |
Self-improving AI patterns, feedback loops, metrics |
- |
| prompt-engineer-toolkit |
Prompt engineering frameworks, evaluation, optimization |
- |
| stripe-integration-expert |
Stripe API, payment flows, subscriptions, webhooks |
- |
Cloud, Infrastructure & Reliability (8)
| Skill |
Description |
Tools |
| azure-cloud-architect |
Azure service selection, Well-Architected Framework, cost |
3 |
| gcp-cloud-architect |
GCP service selection, Cloud Adoption Framework, cost |
3 |
| kubernetes-operator |
Operator pattern, CRDs, reconciliation, finalizers |
3 |
| helm-chart-builder |
Helm chart analysis, values validation, dependency audit |
2 |
| terraform-patterns |
Terraform module analysis, IaC misconfiguration scanning |
2 |
| docker-development |
Dockerfile analysis, layer optimization, compose validation |
2 |
| chaos-engineering |
Hypothesis-driven fault injection, gameday playbooks, maturity model |
3 |
| secrets-vault-manager |
Vault configuration, secret rotation planning, audit log analysis |
3 |
Security & Threat (5)
| Skill |
Description |
Tools |
| security-audit |
Multi-agent source audit: coverage ledger, independent verification, validated findings |
6 |
| cloud-security |
AWS/Azure/GCP posture: IAM least privilege, exposure, encryption, logging |
4 |
| ai-security |
AI/ML pipeline security, prompt injection, data poisoning risk |
1 |
| red-team |
Engagement scoping, rules of engagement, adversary simulation planning |
1 |
| threat-detection |
Log threat analysis, brute force and injection detection, access anomalies |
1 |
Data & Databases (3)
AI Systems, Agents & LLM Ops (8)
| Skill |
Description |
Tools |
| agenthub |
Multi-agent DAG orchestration, agent spawning, output merging |
4 |
| agent-harness |
Agent eval harness: scenario suites, deterministic replay, regression diffing |
2 |
| agentic-evaluation-framework |
LLM-as-judge, eval rubrics, pairwise comparison, agent quality |
2 |
| extended-thinking-architect |
Reasoning effort, thinking budgets, reasoning-vs-cost tuning |
2 |
| batch-api-orchestrator |
Batch vs realtime cost modelling, bulk LLM job design |
2 |
| llm-cost-optimizer |
Token counting, prompt cost estimation, model pricing comparison |
3 |
| computer-use-automation |
Computer-use agents, screenshot-driven actions, GUI vs API tradeoffs |
2 |
| prompt-governance |
Prompt catalog, versioning, injection audit, quality and compliance review |
2 |
Developer Workflow & Quality (8)
| Skill |
Description |
Tools |
| write-a-skill |
Author, lint, and publish skill packages against the authoring standard |
4 |
| spec-driven-workflow |
Executable specs, traceable requirement IDs, merge-time coverage gates |
3 |
| code-tour |
Ordered annotated codebase tours with anchors that resist rot |
3 |
| focused-fix |
Minimal-blast-radius bugfixes, change scope analysis |
1 |
| feature-flags-architect |
Flag types, rollout playbooks, kill switches, debt cleanup |
3 |
| a11y-audit |
WCAG compliance scanning, HTML a11y violations, color contrast |
2 |
| browser-automation |
Web automation scripts, scraping, form filling, detection checks |
3 |
| google-workspace-cli |
Google Workspace audit, security settings, admin configuration review |
3 |
C-Level Advisory (31)
Strategic decision-making for executive leadership.
| Skill |
Description |
Tools |
| ceo-advisor |
Strategic planning, board governance, investor relations, M&A |
2 |
| cto-advisor |
Technical strategy, architecture decisions, engineering leadership |
2 |
| cfo-advisor |
Financial planning, fundraising, unit economics, treasury |
- |
| cmo-advisor |
Brand strategy, demand generation, marketing leadership |
- |
| coo-advisor |
Operations strategy, process optimization, scaling |
- |
| chief-of-staff |
Executive operations, cross-functional alignment, strategic initiatives |
- |
| chro-advisor |
People strategy, org design, compensation, workforce planning |
- |
| ciso-advisor |
Security strategy, risk quantification, compliance roadmap |
- |
| cpo-advisor |
Product strategy, portfolio management, product-market fit |
- |
| cro-advisor |
Revenue strategy, sales/CS alignment, NRR optimization |
- |
| culture-architect |
Company culture design, values, engagement, remote culture |
- |
| decision-logger |
Decision documentation, ADRs, decision frameworks |
- |
| executive-mentor |
Executive coaching, leadership development, board prep |
- |
| founder-coach |
Founder coaching, fundraising, pivots, co-founder dynamics |
- |
| org-health-diagnostic |
Organization assessment, health scoring, alignment analysis |
- |
| board-deck-builder |
Board presentation design, investor updates, narrative structure |
- |
| board-meeting |
Board meeting facilitation, agenda, minutes, governance |
- |
| change-management |
Organizational change, ADKAR, Kotter's 8 steps, transformation |
- |
| company-os |
Operating system for companies, cadences, OKRs, rituals |
- |
| competitive-intel |
Competitive analysis, battlecards, market intelligence |
- |
| intl-expansion |
International expansion, market entry, localization |
- |
| ma-playbook |
M&A strategy, due diligence, integration playbook |
- |
| strategic-alignment |
Strategy alignment, OKR cascade, cross-functional sync |
- |
| internal-narrative |
Internal communications, all-hands, company narratives |
- |
| scenario-war-room |
Scenario planning, war gaming, crisis simulation |
- |
| cs-onboard |
C-suite onboarding, first 90 days, stakeholder mapping |
- |
| chief-ai-officer-advisor |
AI strategy, governance, risk register, investment planning, maturity |
3 |
| chief-data-officer-advisor |
Data strategy, DAMA-DMBOK governance audit, platform evaluation |
3 |
| chief-customer-officer-advisor |
CX strategy, churn intervention, VoC program design, CX maturity |
3 |
| general-counsel-advisor |
Legal risk register, contract portfolio analysis, regulatory calendar |
3 |
| vpe-advisor |
Engineering org health, DORA/DevEx dashboards, capacity planning |
3 |
Marketing (41)
Data-driven marketing with Python automation tools.
| Skill |
Description |
Tools |
| content-creator |
Brand voice analyzer, SEO optimizer, content frameworks |
2 |
| marketing-demand-acquisition |
Demand gen, paid media, SEO, partnerships |
1 |
| marketing-strategy-pmm |
Positioning, GTM, competitive intelligence |
- |
| app-store-optimization |
ASO for iOS & Android |
- |
| campaign-analytics |
Multi-touch attribution, funnel analysis, ROI |
3 |
| social-media-analyzer |
Social media performance tracking, engagement metrics |
- |
| brand-strategist |
Brand positioning, identity systems, brand architecture |
- |
| growth-marketer |
Experimentation, funnel optimization, viral loops, retention |
- |
| marketing-analyst |
Attribution modeling, ROI analysis, campaign optimization |
- |
| seo-specialist |
Technical SEO, keyword research, link building, analytics |
- |
| ad-creative |
Ad creative design, A/B testing, platform-specific formats |
- |
| ai-seo |
AI-powered SEO, SGE optimization, semantic search |
- |
| brand-guidelines |
Brand identity systems, style guides, voice & tone |
- |
| cold-email |
Cold outreach, personalization, sequences, deliverability |
- |
| content-humanizer |
Natural writing patterns, AI detection avoidance, authenticity |
- |
| content-production |
Content ops, editorial calendar, workflow management |
- |
| content-strategy |
Content pillars, audience research, funnel mapping |
- |
| copywriting |
Persuasive writing, PAS, AIDA, BAB frameworks |
- |
| copy-editing |
Style consistency, grammar, editorial standards |
- |
| landing-page-generator |
Landing page design, conversion optimization, CTA strategy |
- |
| marketing-context |
Market research, customer insights, positioning context |
- |
| marketing-ideas |
Campaign ideation, creative brainstorming, trend analysis |
- |
| marketing-ops |
Marketing automation, MarTech stack, data management |
- |
| marketing-psychology |
Behavioral psychology, cognitive biases, persuasion |
- |
| paid-ads |
PPC campaigns, Google/Meta/LinkedIn Ads, budget optimization |
- |
| social-content |
Social media content creation, platform-specific formats |
- |
| programmatic-seo |
Programmatic page generation, template-based SEO at scale |
- |
| schema-markup |
Structured data, JSON-LD, rich snippets, Knowledge Graph |
- |
| seo-audit |
Technical SEO audits, Core Web Vitals, crawl analysis |
- |
| site-architecture |
Information architecture, URL structure, internal linking |
- |
| analytics-tracking |
GTM, event tracking, conversion tracking, GA4 |
- |
| email-sequence |
Email automation, drip campaigns, nurture flows |
- |
| email-template-builder |
Email HTML templates, responsive design, deliverability |
- |
| social-media-manager |
Social media management, scheduling, community management |
- |
| launch-strategy |
Product launch playbooks, pre/post-launch analysis |
- |
| aeo |
Answer Engine Optimization for LLM citation and AI-assistant answers |
3 |
| ab-test-setup |
Sample size, test duration, significance for conversion experiments |
3 |
| video-content-strategist |
Video calendars, video SEO, thumbnail and title optimization |
3 |
| x-twitter-growth |
Tweet analysis, thread building, posting schedule, follower growth |
3 |
| ai-content-disclosure ★ NEW |
AI-content and review disclosure checks: EU AI Act Art. 50, FTC reviews rule, platform AI labels |
2 |
| conversational-ads ★ NEW |
Ads in ChatGPT, Google AI Overviews / AI Mode and Copilot: placement mix, holdout tests, copy linting |
2 |
Product Team (13)
User-centered product development with automation tools.
| Skill |
Description |
Tools |
| product-manager-toolkit |
RICE prioritizer, interview analyzer, PRD templates |
2 |
| agile-product-owner |
User stories, sprint planning, velocity tracking |
1 |
| product-strategist |
OKR cascade, market analysis, vision setting |
1 |
| ui-design-system |
Design tokens, component documentation, responsive design |
1 |
| ux-researcher-designer |
Personas, journey mapping, usability research |
1 |
| product-designer |
UI/UX design, prototyping, user research, design systems |
- |
| design-system-lead |
Design tokens, component libraries, documentation |
- |
| ab-test-setup |
A/B testing design, statistical significance, feature flags |
- |
| product-analytics |
Metric tree designer, event taxonomy auditor, retention cohorts |
3 |
| apple-hig-expert |
HIG compliance checking, component patterns, accessibility audit |
3 |
| research-summarizer |
Synthesis organizer, insight quality scoring, findings briefs |
3 |
| spec-to-repo |
PRD-to-tickets decomposition, branch naming, PR scope analysis |
3 |
| roadmap-communicator |
Audience translation, confidence bands, roadmap diff reporting |
3 |
Project Management (70) ★ 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 (15)
| Skill |
Description |
Tools |
| senior-pm |
Portfolio management, stakeholder mapping, risk analysis, WSJF |
4 |
| scrum-master |
Sprint analytics, velocity forecasting, capacity planning, team health |
4 |
| delivery-manager |
Release management, deployment, incident response |
- |
| jira-expert |
JQL mastery, workflows, automation, dashboards |
- |
| linear-expert ★ NEW |
GraphQL queries, cycles, projects, Jira → Linear migration |
- |
| confluence-expert |
Knowledge management, space architecture |
- |
| notion-pm ★ NEW |
DB design for PRDs/OKRs/Roadmap/Decisions, Notion API patterns |
- |
| atlassian-admin |
System administration, security, integrations |
- |
| atlassian-templates |
Template design, custom blueprints |
- |
| agile-coach |
Transformation, framework implementation, coaching |
- |
| program-manager |
Multi-project coordination, portfolio governance |
- |
| sprint-retrospective |
Data-driven sprint retros, velocity analytics, code churn, trend tracking |
4 |
| productboard-expert |
Insight-to-Feature triage, Driver scoring, Releases, REST API automation |
- |
| meeting-analyzer |
Decisions, actions and open questions register; ownerless-item flagging |
3 |
| team-communications |
Channel routing, meeting-load reduction, escalation SLAs, timezone norms |
3 |
Discovery Skills (10)
Execution Skills (32)
| Skill |
Description |
Tools |
| create-prd |
PRD scaffolding with 8-section structure |
1 |
| prfaq ★ NEW |
Amazon Working Backwards PR/FAQ as standalone skill |
- |
| brainstorm-okrs |
OKR brainstorming and validation (Wodtke) |
1 |
| north-star-metric ★ NEW |
NSM + input metric tree with leading indicators |
1 |
| outcome-roadmap |
Output-to-outcome roadmap transformation |
1 |
| roadmap-communication ★ NEW |
Exec / customer / internal roadmap variants |
- |
| prioritization-frameworks |
Multi-framework scoring (RICE, ICE, MoSCoW) |
1 |
| backlog-refinement ★ NEW |
INVEST + DoR/DoD + splitting playbook |
1 |
| story-splitting ★ NEW |
9 vertical slicing patterns (Lawrence) |
- |
| story-mapping |
Jeff Patton user story mapping |
- |
| job-stories |
JTBD When/Want/So backlog format |
- |
| wwas |
Why-What-Acceptance structured backlog items |
- |
| cycle-time-analyzer ★ NEW |
Lead time, cycle time, CFD, Little's Law |
1 |
| dependency-map ★ NEW |
Cross-team dependencies + critical path |
1 |
| status-update-generator ★ NEW |
Weekly exec status from Jira/Linear data |
1 |
| summarize-meeting |
Structured meeting summaries with action items |
- |
| daci-framework |
DACI decision facilitation and governance |
- |
| beta-program ★ NEW |
Closed beta playbook (Kano + cohort design) |
- |
| launch-playbook ★ NEW |
Internal + external launch coordination |
- |
| release-notes |
Release notes from tickets/changelogs |
1 |
| eol-communication |
End-of-life messaging and sunset |
- |
| product-vision |
Durable 5-10 year narrative above the north-star metric |
- |
| quarterly-planning |
Pre-quarter homework → kickoff → weekly rhythm → close retro |
- |
| ai-feature-prd |
AI/ML PRD sections: model selection, evals, guardrails, HITL, cost |
- |
| pricing-prd |
Packaging, willingness-to-pay, grandfathering, A/B design, rollback |
- |
| activation-funnel |
AARRR funnel math, drop-off and bottleneck detection |
1 |
| customer-feedback-triage |
Categorize, dedupe and score inbound feature requests |
1 |
| feature-flag-strategy |
Flag taxonomy, rollout shapes, kill-switch tree, flag debt |
- |
| post-mortem |
Blameless post-mortems for incidents, escalations, failed experiments |
- |
| agents-in-the-team ★ NEW |
Delegation policy, review capacity and agent vs human delivery metrics |
2 |
| stakeholder-map |
Power × Interest 2x2 + DACI + blocker conversion plans |
1 |
| test-scenarios |
7-category coverage (happy / edge / error / empty / concurrent / a11y / security) |
1 |
| sprint-plan |
Capacity math, commit/stretch discipline, DoD audit |
1 |
Career Skills (4) ★ NEW
PM career growth — interview prep, ladder rubrics, onboarding, 1:1s. Unique to this library.
| Skill |
Description |
Tools |
| pm-interview-prep |
APM → Group PM interview prep (CIRCLES, AARM, STAR) |
- |
| pm-career-ladder |
Rubrics, gap analysis, growth plan, promo packet |
- |
| pm-onboarding |
30-60-90 day plan (Watkins + STARS) |
- |
| pm-1on1s |
1:1 templates by partner type (EM, designer, IC, manager) |
- |
Strategy Frameworks (5)
Go-to-Market (2)
| Skill |
Description |
Tools |
| gtm-strategy |
ICP × motion × channels × messaging + T-90 → T+90 sequence |
1 |
| ideal-customer-profile |
8-dimension ICP + qualification rubric + scoring |
1 |
Regulatory Affairs, Quality Management & Compliance (27)
Enterprise compliance across 18 frameworks.
Medical Device & Quality (12)
| Skill |
Description |
Tools |
| regulatory-affairs-head |
Regulatory strategy, FDA/EU pathways, market access |
1 |
| quality-manager-qmr |
QMS effectiveness, compliance dashboards |
1 |
| quality-manager-qms-iso13485 |
ISO 13485 compliance, design control |
1 |
| capa-officer |
CAPA management, root cause analysis |
1 |
| quality-documentation-manager |
Document control, 21 CFR Part 11 |
1 |
| risk-management-specialist |
Risk register, FMEA, ISO 14971 |
1 |
| information-security-manager-iso27001 |
ISO 27001:2022 ISMS, 93 Annex A controls |
2 |
| gdpr-dsgvo-expert |
GDPR/DSGVO compliance, DPIA, German BDSG |
3 |
| mdr-745-specialist |
EU MDR 2017/745, GSPR, EUDAMED, UDI |
1 |
| fda-consultant-specialist |
FDA 510(k)/PMA, QSR/QMSR, HIPAA, cybersecurity |
3 |
| qms-audit-expert |
ISO 13485 audit planning, nonconformity management |
1 |
| isms-audit-expert |
ISO 27001 ISMS audits, security control testing |
1 |
AI Governance (2)
Privacy, Financial & Cybersecurity Directives (3)
Cross-Cutting Infrastructure (1)
Audit-Prep Playbooks (6)
Business Growth (20)
Revenue optimization, CRO, pricing strategy, and customer success.
| Skill |
Description |
Tools |
| customer-success-manager |
Health scoring, churn prediction, expansion analysis |
3 |
| revenue-operations |
Pipeline analytics, forecast accuracy, GTM efficiency |
3 |
| sales-engineer |
RFP analysis, competitive positioning, POC planning |
3 |
| form-cro |
Form optimization, field reduction, multi-step forms |
- |
| onboarding-cro |
User onboarding optimization, activation, time-to-value |
- |
| page-cro |
Landing page CRO, above-the-fold, social proof |
- |
| paywall-upgrade-cro |
Paywall optimization, upgrade triggers, pricing pages |
- |
| popup-cro |
Exit-intent popups, timing optimization, frequency capping |
- |
| signup-flow-cro |
Registration optimization, SSO, progressive profiling |
- |
| churn-prevention |
Churn prediction, retention strategies, win-back campaigns |
- |
| competitive-teardown |
Competitor analysis, feature comparison, positioning gaps |
- |
| competitor-alternatives |
Alternative positioning, comparison pages, switching guides |
- |
| free-tool-strategy |
Free tool marketing, product-led growth, conversion funnels |
- |
| pricing-strategy |
Pricing models, value-based pricing, packaging |
- |
| referral-program |
Referral mechanics, viral loops, incentive design |
- |
| contract-and-proposal-writer |
Contract templates, proposals, SOW, MSA |
- |
| deal-desk |
Deal desk charter, approval matrix, deal packet, velocity |
3 |
| channel-economics |
Channel models, TCO, tier economics, channel mix |
3 |
| partnerships-architect |
Partnership types, deal structures, evaluation, ROI |
3 |
| commercial-policy |
Policy charter, compliance, deviation handling, generator |
3 |
Finance (3)
Financial analysis and valuation.
| Skill |
Description |
Tools |
| financial-analyst |
DCF valuation, ratio analysis, budget variance, forecasting |
4 |
| saas-metrics-coach |
MRR, churn, cohort retention, LTV/CAC, unit economics |
3 |
| business-investment-advisor |
Investment screening, portfolio analysis, due diligence, ROI |
3 |
Data & Analytics (6)
Data-driven insights and ML operations.
| Skill |
Description |
Tools |
| data-analyst |
SQL, visualization, statistical analysis, reporting |
- |
| data-scientist |
ML modeling, experimentation, statistical inference |
- |
| business-intelligence |
Dashboard design, KPI development, data storytelling |
- |
| analytics-engineer |
dbt, data modeling, transformation, semantic layer |
4 |
| ml-ops-engineer |
Model deployment, monitoring, feature stores, pipelines |
- |
| statistical-analyst |
Test selection, assumption checks, power planning, effect sizes |
4 |
Sales & Success (5)
Revenue generation and customer success.
| Skill |
Description |
Tools |
| account-executive |
MEDDIC, pipeline management, negotiation, closing |
- |
| customer-success-manager |
Onboarding, retention, health scoring, expansion |
- |
| sales-engineer |
Technical demos, POC design, RFP responses |
- |
| solutions-architect |
Solution design, integration architecture, technical sales |
- |
| sales-operations |
CRM, territory planning, compensation, forecasting |
- |
HR & People (4)
People operations and workforce analytics.
Legal (17) — EXPERIMENTAL
Contract, privacy, and dispute workflows. Output is decision support, not legal advice.
| Skill |
Description |
Tools |
| contract-review |
Playbook-based agreement review with GREEN/YELLOW/RED severity |
2 |
| nda-review |
Clause-by-clause NDA review with redlines, fallbacks, owners |
1 |
| nda-triage |
Rapid NDA screening, 10-point checklist, approval routing |
2 |
| tech-contract-negotiation |
Negotiation frameworks for tech services and B2B agreements |
2 |
| vendor-due-diligence |
IT vendor risk scoring and regulatory compliance checklists |
2 |
| privacy-compliance |
Multi-regulation navigator (GDPR, CCPA, LGPD, PIPL, UK GDPR, …) |
2 |
| privacy-notice-generator |
GDPR privacy notices — 6 types, 9 jurisdictions, layered checks |
2 |
| dpia-assessment |
GDPR Art. 35 DPIA with threshold checks and EDPB criteria scoring |
2 |
| data-breach-response |
ENISA severity scoring, notification timelines, compliance tracking |
2 |
| legal-risk-assessment |
5x5 severity × likelihood matrix, risk registers, escalation memos |
2 |
| statute-analysis |
Statute interpretation, operative keywords, canons of construction |
2 |
| mediation-analysis |
Dispute analysis, settlement ranges, interest mapping, strategy |
2 |
| tabular-document-review |
Bulk document extraction into a cited comparison matrix |
2 |
| legal-red-team |
Adversarial verification of AI-generated legal content, citation checks |
2 |
| legal-canned-responses |
Templated responses to common inquiries with escalation detection |
2 |
| legal-meeting-briefing |
Structured briefings for legally relevant meetings, action tracking |
2 |
| whistleblower-compliance |
Whistleblower system audits and compliant reporting policies |
2 |
Personal Productivity (13)
Individual operating system — capture, focus, review, and the recurring personal deliverables.
| Skill |
Description |
Tools |
| capture |
Trusted capture-and-triage front door so no commitment lives in your head |
2 |
| deep-work |
Block defence, session structure, interruption budgets, deep-work ratio |
2 |
| weekly-review |
Calendar/tasks/journal → wins, learnings, blockers, next-week priorities |
1 |
| reflect |
Score predictions against outcomes; track whether commitments held |
3 |
| email-triage |
Batch email classification and unsubscribe candidates |
1 |
| calendar-prep |
One-page meeting briefings from attendees, context, decisions needed |
1 |
| meeting-insights |
Transcripts → decisions, actions, owners, due dates, risks |
1 |
| resume-tailor |
Keyword extraction, match scoring, impact-rewritten bullets |
1 |
| lead-researcher |
ICP qualification, lead-list scoring, personalized outreach hooks |
1 |
| invoice-organizer |
Vendor/expense/tax categorization, duplicate detection, monthly summary |
1 |
| investor-update-generator |
Rubric check for transparency, decision-relevance, specific asks |
1 |
| pitch-deck-reviewer |
Structure and content scoring against well-known investor heuristics |
1 |
| domain-name-brainstormer |
Generate and score names for memorability and pronounceability |
1 |
Vertical Advisors (7)
Strategic, not implementation — regulatory triggers, business models, and GTM per vertical.
| Skill |
Description |
Tools |
| fintech-advisor |
US/EU regulatory triggers, license-vs-partner, KYC/AML, embedded finance |
1 |
| healthtech-advisor |
HIPAA scope, FDA SaMD classification, EHR integration, payor/provider GTM |
1 |
| edtech-advisor |
FERPA/COPPA, K-12 vs higher-ed vs L&D, district sales, pricing |
1 |
| ecommerce-advisor |
Unit economics, fulfillment models, payments, channel strategy |
1 |
| proptech-advisor |
Real-estate segments, MLS/brokerage models, licensing, business models |
1 |
| climate-tech-advisor |
Carbon markets, GHG accounting, climate regulation, funding |
1 |
| marketplace-advisor |
Chicken-and-egg, take rates, liquidity, network effects |
1 |
Business Operations (6)
Internal operating machinery — capacity, process, vendors, spend, and internal knowledge flow.
| Skill |
Description |
Tools |
| capacity-planner |
Effective capacity from headcount; hire/contract/defer scenarios; gap reports |
3 |
| process-mapper |
SIPOC and swimlane capture, cycle-time and bottleneck analysis |
3 |
| vendor-management |
Selection scorecards, risk tiering, renewal deadlines, spend concentration |
3 |
| procurement-optimizer |
Seat utilisation, redundant-tool detection, renewal-timing leverage |
3 |
| internal-comms |
Sequence and pressure-test reorg, policy, and product announcements |
3 |
| knowledge-ops |
Knowledge-base staleness, ownership gaps, orphans, duplication, findability |
3 |
Research (4)
Academic and formal research work — systematic reviews, funding, IP, and intelligence briefings. Distinct from Research Ops, which is the applied/operational side.
| Skill |
Description |
Tools |
| litreview |
PRISMA-aligned search strategy, source quality scoring, thematic synthesis |
3 |
| grants |
Funder fit scoring, proposal structure validation, budget realism checks |
3 |
| patent |
Prior-art search planning, claim landscape mapping, patentability scoring |
3 |
| dossier |
Dossier outlines, source triangulation, fact/inference separation |
3 |
Research Ops (4)
Applied and operational research — sizing markets, running discovery, and budgeting studies. Distinct from the academic Research domain above.
| Skill |
Description |
Tools |
| market-research |
TAM/SAM/SOM top-down and bottom-up reconciled, segmentation, survey design |
3 |
| product-research |
Method selection, recruiting and screening, interview guides, evidence scoring |
3 |
| clinical-research |
Protocol structure, endpoints, eligibility, power planning, site feasibility |
5 |
| research-finance |
Study budgets, cost per participant and per insight, burn vs milestones |
3 |
Documents (4)
Audit tooling for Office and PDF files — stdlib-only OOXML/PDF parsing, no conversion services.
| Skill |
Description |
Tools |
| docx-toolkit |
Heading hierarchy, comments, tracked changes, cross-refs, style consistency |
1 |
| xlsx-toolkit |
Formula density, external refs, named ranges, hidden sheets, validation |
1 |
| pptx-toolkit |
Slide count, text density, embedded assets, hidden slides, speaker notes |
1 |
| pdf-toolkit |
Metadata leakage, encryption, JavaScript, embedded files, version |
1 |
Markdown-HTML (4)
The markdown → HTML publishing pipeline: authored Markdown becomes a self-contained document or deck. Stdlib-only with zero network calls — distinct from Documents, which parses existing OOXML and PDF files.
| Skill |
Description |
Tools |
| md-document |
Self-contained HTML report: TOC, numbered figures/tables, footnotes, print CSS |
4 |
| md-slides |
Self-contained HTML deck: layouts, speaker notes, keyboard nav, density linter |
4 |
| md-review |
Pre-publication gate: heading structure, link resolution, readability, a11y |
3 |
| design-system |
Design tokens, light/dark theming, WCAG contrast, one inlinable CSS bundle |
3 |
Platform toolkits. The LinkedIn suite: find what to say, plan, write, check, converse, and learn from who responded. Offline, stdlib-only, no posting or scraping.
| Skill |
Description |
Tools |
| linkedin-story-interviewer |
Interview that surfaces what you have to say; keeps a local story bank |
2 |
| linkedin-content-planner |
Weekly or monthly plan from pillars, cadence and format mix; founder pillar set |
2 |
| linkedin-post-writer |
Angle and opening pattern from a brief, post structure, pre-publish gate |
2 |
| linkedin-hook-analyzer |
Classifies opening-line patterns in saved posts into reusable templates |
2 |
| linkedin-humanizer |
Tiered machine-writing tell audit, emoji scoring, voice fingerprint |
4 |
| linkedin-content-repurposer |
Thread, transcript or article into a native post, with a fidelity check |
3 |
| linkedin-comment-writer |
Comments that add something, gated by a 13-rule linter |
2 |
| linkedin-reply-manager |
Triage of a pasted comment section and gated reply drafts |
2 |
| linkedin-thread-tracker |
Local log of comments left: replies received, follow-ups due, dead threads |
2 |
| linkedin-profile-optimizer |
Section-by-section profile audit and rewrite |
2 |
| linkedin-employee-advocacy |
Team cadence matrix, consent and review rules for an advocacy programme |
2 |
| linkedin-engagement-analytics |
Audience segments from an engagement export, compared with the target |
2 |
Workflow (2)
Meta-skills for routing work and handing it off.
| Skill |
Description |
Tools |
| skill-router |
Match a vague or cross-domain request to the right skill |
1 |
| handoff |
Package in-flight work as a context doc for another person or agent |
1 |