The library
Everything we index — ranked by what works, never by stars.
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
● works · ● untested / no effect · ● hurts — every rank is measured against a no-skill baseline
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Create Geoffrey Moore positioning statementskillMarketingL1
positioning-statement · Defining your product's market position clearly for the first time
Run positioning workshop with teamskillMarketingL1
positioning-workshop · Running a workshop to sharpen product positioning
Search academic literature across arXiv and Semantic ScholarskillProductEngineeringL1
papers · Building literature reviews from academic sources
Build structured PRDs connecting problem to success criteriaskillProductL1
prd-development · Writing a complete PRD from scratch
Document and sync lessons learned to shared rulesskillOpsProductL1
add-lesson · Capturing and propagating learnings across agents
Write Amazon-style press releases before buildingskillMarketingProductL1
press-release · Testing product vision before committing engineering
Select the right prioritization framework for your stageskillProductOpsL1
prioritization-advisor · Choosing the right prioritization method (ICE, RICE, JTBD) for team stage
Audit research drafts for clarity and citation integrityskillProductL2
research-architect-audit · Validating research process design and identifying gaps
Frame problems with the MITRE Problem CanvasskillProductOpsL1
problem-framing-canvas · Clarifying messy problems before solution design
Build joi schemas with custom validation and typesskillEngineeringL2
joi · Testing data structures against defined schemas
Convert raw topics into actionable research questionsskillProductL1
research-architect-brainstorm · Designing robust knowledge and decision-making systems
Write user-centered problem statements that clarify blockersskillProductL1
problem-statement · Moving from vague pain to testable problem hypothesis
Build claim-level citation support banks for researchskillProductL1
research-architect-citation · Justifying specific literature claims in research with verified, precise source alignment.
Structure product-sense interview answers with assumptionsskillProductL1
product-sense-interview-answer · PM candidates practicing design questions who jump to solutions too quickly.
Detect bugs, logic errors, and edge case handling issuesskillEngineeringL1
bug-detector · Code review when runtime errors, type issues, or boundary cases are primary concern.
Convert research spines into executable study plansskillProductL1
research-architect-design · Research projects needing rigorous study design that maps claims to evidence modes before execution.
Run end-to-end product strategy sessions with alignmentskillProductL2
product-strategy-session · Teams launching new product or repositioning that need alignment across 2-4 weeks before execution.
Build complete research-paper drafts from spines and evidenceskillProductL2
research-architect-draft · Research projects with complete evidence bank needing logical draft that maps every claim to source.
Create proto-personas from market signals and researchskillProductMarketingL1
proto-persona · Early-stage products needing quick user hypothesis to align teams before months of research.
Build evidence banks and claim registers from study outputsskillProductL1
research-architect-evidence · Research projects with completed studies needing structured evidence registry before drafting.
Evaluate AI product ideas across outcomes and risksskillProductEngineeringL1
recommendation-canvas · Proposing new AI features when uncertainty is high and you need exec confidence in why/what/risk.
Collect project state and materials for research workflowsskillProductOpsL1
research-architect-intake · First step in research projects to establish scope, identify gaps, and route to right workflow branch.
Plan strategic roadmaps with prioritization and sequencingskillProductOpsL2
roadmap-planning · Quarterly planning when strategy is clear and you need alignment on sequencing and rationale.
Fetch failed test details from CircleCI job URLsskillEngineeringL2
fix-ci · CI debugging when you have a CircleCI tests URL and need to extract failure details quickly.
Build structured literature and exemplar maps without copyingskillProductL1
research-architect-literature · Research projects needing structured source analysis before deciding on research spine.
Evaluate SaaS unit economics and capital efficiencyskillFinanceProductL1
saas-economics-efficiency-metrics · Deciding when to scale vs optimize when unit economics are unclear.
Navigate and load entity relationshipsskillEngineeringL1
koan-relationships · Reframing stuck interpersonal patterns through self-inquiry rather than instruction.
Build research papers from ideas to draftsskillProductMarketingL2
research-architect · Comprehensive research projects from ideation to publishable draft needing full workflow orchestration.
Calculate SaaS growth and retention metricsskillFinanceProductL1
saas-revenue-growth-metrics · Benchmarking growth quality and identifying expansion opportunities vs pure new ARR.
Turn PM content into publish-ready skillsskillProductEngineeringL1
skill-authoring-workflow · Operationalizing expertise into repeatable decision frameworks that teams can reuse.
Ask side questions without derailing workskillL1
btw · Surfacing hidden patterns or competitor moves that might trigger strategic pivot.
Create six-frame user journey storyboardsskillMarketingProductL1
storyboard · Communicating user context and emotional beats across teams before detailed design.
Calculate TAM, SAM, and SOM preciselyskillFinanceSalesL1
tam-sam-som-calculator · When pitching to investors and you need defensible market sizing backed by real-world citations.
Generate brand-aligned video variationsskillMarketingL2
remix-from-library · When you have one on-brand asset and want variations using the original as visual reference.
Run user story mapping workshopsskillProductEngineeringL2
user-story-mapping-workshop · When you need adaptive, facilitated discovery of user journeys with a visual map artifact.
Build BuckyOS control panel UI systemsskillEngineeringProductL2
control-panel-ui-ux · When building control panel UX with accessibility rules, touch targets, and responsive tokens.
Make videos shoppable on storefrontsskillMarketingSalesL2
shoppable-widgets · When you want to tag products on videos, build storefront widgets, and track ad performance end-to-end.
Map user workflows to release slicesskillProductEngineeringL1
user-story-mapping · When transforming flat backlogs into visual two-dimensional maps showing activities and release slices.
Create product videos with AI studioskillMarketingL2
tolstoy-studio · When you have a plain-language brief and want on-brand product videos without engineering creative direction.
Split large stories into deliverablesskillProductEngineeringL1
user-story-splitting · When large epics need systematic breakdown using proven patterns instead of arbitrary slicing.
Search documentation with BLZ CLIskillEngineeringL2
blz-docs-search · When you need fast BM25 keyword-based documentation search with citation-backed code example retrieval.
Deliver conversational companion experienceskillSupportProductivityL2
xiaoyue-companion · When you want to add warm, scene-aware AI companion messages with optional static images via OpenClaw.
Write development-ready user storiesskillProductEngineeringL1
user-story · When converting user needs into development-ready stories with Gherkin-style testable acceptance criteria.
Build responsive React UI componentsskillEngineeringProductL2
ui-components · When building responsive, accessible React interfaces with Tailwind and shadcn/ui components.
Guide transitions to VP or CPO rolesskillHRProductivityL1
vp-cpo-readiness-advisor · When transitioning to executive product roles and you need guidance across preparation and recalibration.
Keep docs synchronized with codeskillEngineeringL2
update-docs · When documentation needs to stay in sync with recent code changes tracked in git history.
Facilitate multi-turn workshop sessionsskillProductOpsL1
workshop-facilitation · When interactive skills need consistent pacing, numbered options, and multi-turn progress tracking.
Assess coercion risk in legal noticesskillLegalL1
druckmittel-falsche · When assessing whether a threat of criminal charges constitutes unlawful coercion under German law.
Optimize Spanish technical content SEOskillMarketingL1
tacosdedatos-seo · When optimizing Spanish technical content for Mexico-first search and regional localization.
Integrate email and OAuth authenticationskillEngineeringL2
pinme-auth · When a PinMe Worker project needs user authentication with email/password and id_token verification.