The library
Everything we index — ranked by what works, never by stars.
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
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Convert research insights into falsifiable betsskillProductL1
ent-idea-coach · Distinguishing wishes from ideas from insights—harvesting structural blindspots that incumbents can't pursue, not just consensus trends.
Generate project development journey narrativeskillProductL1
timeline-report · Analyzing a project's entire development history from persistent memory—tracing architectural evolution, breakthroughs, and work patterns across the full timeline.
Interview founder and set up workspaceskillProductL1
ent-intake · Cold-start placement of a founder on the 00→07 journey—replacing blank forms with conversational state capture and automatic file writes.
Score and structure customer interview debriefskillProductL1
ent-interview-debrief · Provide expert guidance at a specific stage.
Split timeline into week-by-week narrative digestskillProductL1
weekly-digests · Provide expert guidance at a specific stage.
Build focused script for customer discoveryskillProductL1
ent-interview-prep · Provide expert guidance at a specific stage.
Run two-week MVP product reviewskillProductL1
ent-mvp-review · Provide expert guidance at a specific stage.
Define minimum viable MVP to test leap of faithskillProductL1
ent-mvp-scoper · Provide expert guidance at a specific stage.
Interrogate product idea YC office-hours styleskillProductL1
ent-office-hours · Provide expert guidance at a specific stage.
Run adversarial multi-agent planning debateskillProductOpsL2
hyperplan · Provide expert guidance at a specific stage.
Run structured pivot-or-persevere decisionskillProductL1
ent-pivot-coach · When a founder faces a critical go/no-go decision after PMF stall and needs data-driven clarity, not narrative hope.
Run honest product-market fit self-checkskillProductL1
ent-pmf-evaluator · When a team asks 'do we have PMF?' and you need to give an honest, rubric-backed answer that stands up to VC scrutiny.
Synthesize journey into PMF investor memoskillProductL1
ent-pmf-memo · When you need a single shareable document that honestly answers 'where are you on PMF?' for investors or early hires.
Turn discovery notes into problem statementskillProductL1
ent-problem-statement · When a founder has finished a discovery batch and needs to crystallize one sharp problem before designing a solution.
Fix AI prompts that produce generic outputskillEngineeringProductL1
ent-prompt-troubleshoot · When AI output is disappointing and the fix is in the prompt, not the model — saves time vs trying new models.
Coach through research-driven inspiration methodologyskillProductL1
ent-rdi-coach · When a team is at 2–3/6 PMF and needs a framework to prioritize what retention/desperation lever to pull next.
Red-team your strategy and assumptionsskillProductOpsL1
ent-red-team · When you're about to commit to a high-stakes decision and need multi-agent critique to surface blind spots before shipping.
Match your stage to the right playbookskillProductL1
ent-stage-router · When a founder asks 'what do I do next?' and you need to route them to the right playbook without skipping prerequisites.
Turn interview batches into actionable insightsskillProductMarketingL1
ent-synthesis-coach · When a venture journey ends and you need to extract the timeless patterns that inform the next venture.
Build your founder learnings ledgerskillProductL1
ent-thesis · When a founder is building their repeatable founder operating system — learning what works, what doesn't, and why.
Write a PMF-grade value hypothesisskillProductL1
ent-value-hypothesis-builder · When you have a validated problem and need to diverge on solution direction before concept-testing.
Rebuild projects for AI-native designskillProductEngineeringL3
ai-firstify · Systematically aligning existing projects to AI-first principles when piecemeal refactoring has plateaued.
Exhaustive parallel research across all sourcesskillDataProductL3
ultraresearch · When you need maximum-saturation research across every available source.
Validate UI changes with rigorous visual QAskillEngineeringProductL2
visual-qa · When you must rigorously verify UI changes before shipping.
Build 3D web experiences with Three.js and WebGLskillEngineeringProductL3
3d-web-experience · When you need to add 3D/immersive elements to a web product.
Design and run A/B testsskillMarketingProductL1
ab-test-setup · Validating product hypotheses with statistical rigor and measuring impact on business metrics.
Build WCAG-compliant accessible UIskillProductEngineeringL2
accessibility · Implementing WCAG 2.2 accessible components consistently across Web, iOS, and Android.
Audit and fix accessibility issuesskillProductEngineeringL2
accesslint-audit · Systematically finding and fixing WCAG violations across code or pages with verify-after-fix loop.
Audit live page accessibilityskillProductEngineeringL2
accesslint-scan · Auditing a live page comprehensively for all WCAG 2.2 violations with selector-grounded fix worklist.
Run visual QA for UIskillProductEngineeringL2
visual-qa · Detecting visual regressions and responsive design breakpoints across multiple screen sizes.
Operationalize LLM engineering with model routingskillEngineeringProductL2
agentic-engineering · Engineering workflows where AI agents perform most implementation and evals enforce quality gates.
Query codebase knowledge graph interactivelyskillEngineeringProductL2
understand-chat · Answering codebase questions using a pre-built knowledge graph instead of reading source directly.
Visualize codebase knowledge graph dashboardskillEngineeringProductL2
understand-dashboard · Visualizing knowledge graph structure as interactive architecture instead of raw JSON.
Extract domain knowledge and flow graphskillEngineeringProductL2
understand-domain · Extracting domain models from source when you need semantic structure, not syntax.
Build custom ComfyUI nodesskillEngineeringProductL2
comfy-nodes · Managing ComfyUI workflow nodes when you need programmatic graph composition.
Generate knowledge graph from wikiskillEngineeringProductL2
understand-knowledge · Mapping large codebases when architecture documentation is stale or nonexistent.
Engineer production AI-powered product featuresskillEngineeringProductL3
ai-product · Production LLM features where validation and caching prevent probabilistic failures from reaching users.
Turn AI APIs into defensible paid productsskillProductL2
ai-wrapper-product · Production LLM features where validation and caching prevent probabilistic failures from reaching users.
Implement site search with AlgoliaskillEngineeringProductL2
algolia-search · Teams automating repetitive tasks while maintaining control over execution and output quality.
Set up event tracking and analytics measurementskillMarketingProductL2
analytics-tracking · | Triggers | When tags fire (page view, click) |
Create timeline-based animations and sequencesskillEngineeringProductL2
animejs · **When to use this skill:**
Survey TouchDesigner feature gaps and candidatesskillEngineeringProductL2
td-feature-survey · Use for td feature survey tasks. See artifact body for specific use cases.
Prioritize and consolidate feature backlogsskillProductEngineeringL2
td-feature-synthesize · | Profile | Leads with | When the user wants… |
Execute full feature backlog release campaignsskillEngineeringProductL3
tdmcp-backlog-campaign · > **When NOT to use this:** one feature, or one small ad-hoc batch → `tdmcp-pipeline`.
Generate app store release notesskillMarketingProductL1
app-store-changelog · When you need to turn raw git history into polished App Store copy focused on user benefit, not features.
Discover new TouchDesigner featuresskillProductEngineeringL1
tdmcp-feature-discovery · When you want a prioritized feature backlog that reconciles roadmap, competitive gaps, and user ask without committing to build.
Create app store screenshots and videosskillMarketingProductL2
app-store-screenshots · When you need production-ready app store gallery images that exactly match platform specs (first 3 are critical).
Implement interactive projection mappingskillEngineeringProductL3
tdmcp-interactive-projection-mapping · When you have an approved physical-interaction feature (camera/projector) and need specialized team orchestration beyond generic pipeline.
Create implementation-ready architecture specsskillEngineeringProductL3
arch-orchestrator · When you have a product brief and want opinionated, consistent architecture docs that respect your stack choices.
Orchestrate end-to-end feature developmentskillEngineeringProductL3
tdmcp-pipeline · When you have an approved feature and want a coordinated team to ship it to production with quality gates.