Product & Planning

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A high-touch discovery framework to achieve product-market fit by co-creating solutions with a specific number of "reference customers." Use this when launching a new product, entering a new market, or when you need to validate deep customer value before scaling engineering.

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When gathering requirements during discovery phase to measure answer quality and decide when to proceed.

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A feedback framework based on the "Three Realities" to deliver difficult interpersonal feedback without triggering defensiveness. Use it when a colleague's behavior is irritating you ("pinches"), when a team member isn't meeting communication expectations, or when resolving conflict with a co-founder or stakeholder.

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Optimizes fundraising and internal product pitches by leading with a specific problem and utilizing high-retention slide tactics. Use this skill when preparing venture capital decks, internal product proposals, or high-stakes stakeholder presentations.

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Replace multi-week corporate planning cycles with a 3-day execution roadmap by using a pre-aligned product strategy. Apply this when entering annual or quarterly planning, when facing "spreadsheet fatigue," or when you need to defend your roadmap against sudden sales escalations.

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Use when exploring codebases with Serena MCP tools for architectural understanding and pattern discovery - guides efficient symbolic exploration workflow minimizing token usage through targeted symbol reads, overview tools, and progressive narrowing

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A framework for identifying and pursuing disruptive ideas by shifting focus from obstacles to possibilities. Use this during product discovery, when evaluating new technologies (like Generative AI), or when facing internal skepticism about a "toy" project.

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A framework for identifying customer willingness to pay (WTP) and achieving product-market-pricing fit. Use this when prioritizing a product roadmap, validating a new feature idea, or transitioning from a "one-size-fits-all" model to tiered pricing.

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Design and implement microservices architecture including service boundaries, communication patterns, API gateways, service mesh, service discovery, and distributed system patterns. Use when building microservices, distributed systems, or service-oriented architectures.

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Creates or improves Agent Skills following official documentation and best practices. Use when creating new skills, improving existing skills, evaluating skill quality, or ensuring skills follow naming conventions, structure requirements, and discovery patterns. Guides through description writing, progressive disclosure, workflows, and testing.

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Build a visual, interactive org chart for any target account using Amplemarket and HubSpot MCP data. Combines contact discovery, enrichment, outreach history, CRM deal context, and relationship signals into a single React-based visual. Use this skill whenever the user asks to map an org structure, visualize contacts at a company, understand outreach status across an account, build a stakeholder map, do account-based research, cross-reference with CRM, see account penetration with CRM data, or map a specific team. Trigger phrases include: "show me the org chart for [company]", "who do we know at [company]", "map the buying committee", "show me outreach status for [account]", "pull all contacts at [domain]", "account map", "stakeholder map", "account penetration", "engineering org chart for [company]", "map the product team at [company]", "deal context for [account]".

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Qualify leads using the BANT framework (Budget, Authority, Need, Timeline) with discovery questions and scoring criteria

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Evaluates new product directions using current demand, acquisition, competition, economics, and validation evidence. Use before commitment; not for backlog or implementation planning.

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Design a microservices decomposition for a monolith or new system, defining service boundaries, ownership, communication patterns, and migration plan. Use when asked to decompose a monolith, define service boundaries, design a microservices architecture, or plan a strangler-fig migration. Produces a bounded context map, service inventory table, communication pattern decisions, data ownership matrix, migration roadmap, and risk register.

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Simulate ADinsights owner personas for planning and review workflows. Use when asked for persona simulation, workstream review, owner-style planning, backlog gap review, dependency analysis, or cross-stream escalation guidance tied to ADinsights docs.

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優先順位付けフレームワークの専門スキル。 MoSCoW法、RICE Scoring、Kano Modelを用いて、限られたリソースで最大の価値を提供するための意思決定を支援します。 Anchors: • 『Inspired』（Marty Cagan） / 適用: プロダクト優先順位 / 目的: 価値最大化 • Intercom RICE Scoringガイド / 適用: 定量的スコアリング / 目的: データドリブンな意思決定 • Kano Model理論（Noriaki Kano） / 適用: 顧客満足度分析 / 目的: 戦略的投資判断 Trigger: Use when prioritizing features, requirements, backlog items, or strategic initiatives. Apply to sprint planning, release planning, roadmap development, feature evaluation, or resource allocation decisions.

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Collecting and synthesizing user feedback across channels (support tickets, NPS, in-app feedback, sales calls, social mentions, customer councils) into a continuous signal that informs product decisions. The triage discipline that distinguishes loudest-voice (whoever complains most wins) from averaged-noise (every signal weighted equally) from triaged-synthesis (signal weighted by source quality, frequency, and decision relevance). Triggers on user feedback, customer feedback aggregation, NPS, support ticket analysis, customer councils, feedback synthesis, voice of customer, feedback triage, in-app feedback. Also triggers when feedback channels overflow with volume that does not produce decisions, when the loudest-voice problem is steering roadmap, or when continuous feedback streams need synthesis discipline.

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Background knowledge about the OpenWebAuth (OWA) federated remote authentication protocol, based on FEP-61cf (DRAFT status). Covers the 5-step authentication handshake between home instance, target instance, and user browser; WebFinger discovery of redirect and token endpoints (rel="http://purl.org/openwebauth/v1" and v1#redirect); HTTP Signature signed token requests; RSA PKCS#1 v1.5 encrypted single-use tokens; the owt query parameter; the zid login trigger; the /magic fallback endpoint; authentication vs authorization distinction; security considerations (open redirects, CSRF, information leakage, token expiry); the history from Magic Auth in Mistpark (2010) through Zot and Hubzilla to standalone OpenWebAuth (2017); comparison with OAuth 2.0 and OIDC (FEP-d8c2); use cases for private content access, cross-server permissions, and wall-to-wall posting; and implementations across Hubzilla, Streams, Forte, Friendica, and FedIAM. Load when the user asks about federated single sign-on in the Fediverse; OpenWebAu

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Aggregate findings and generate multi-format pentest reports with remediation roadmap and risk scoring.

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Discover and recommend public skills from external registries (e.g. awesome lists, skill hubs). Use when the user is creating a new skill, importing a skill, or asking to find similar public skills. Maintains PUBLIC_SKILL_REGISTRY.urls and PUBLIC_SKILL_INDEX.yaml; returns top 5 similar matches with rich summaries and clear next actions.

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Discover top LinkedIn influencers and voices by topic, industry, follower count, and country. Use when you need to find the top 100 voices in a space, build influencer lists for outreach, or identify thought leaders on LinkedIn.

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E-commerce growth strategy advisor. Diagnoses current business health using unit economics (CAC, LTV, AOV, contribution margin), identifies the highest-impact growth opportunities across 5 levers (traffic, conversion, AOV, retention, expansion), and builds a prioritized 90-day growth roadmap. Uses the Ansoff Matrix adapted for e-commerce to evaluate market penetration, channel expansion, product expansion, and new market entry. Includes multichannel readiness assessment (Amazon, Walmart, TikTok Shop, Etsy, DTC/Shopify/Shopify) and product line expansion analysis. No API key required. Use when: (1) planning next phase of e-commerce growth, (2) deciding whether to expand to new channels or products, (3) diagnosing why growth has stalled, (4) prioritizing what to fix or build next.

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Demonstration preparation, audience-tailored presentations, feedback collection, and business outcome measurement. Load when preparing demos or measuring business value delivery.

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BDD-Driven Mathematical Content Verification Skill Combines Behavior-Driven Development with mathematical formula extraction, verification, and transformation using: - Cucumber/Gherkin for specification - RSpec for implementation verification - mathpix-gem for LaTeX/mathematical content extraction - Pattern matching on syntax trees for formula validation Enables iterative discovery and verification of mathematical properties through executable specifications.

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A framework for building a community that drives product ubiquity, word-of-mouth discovery, and enterprise de-risking. Use this when launching a new community program, deciding which community model fits your current stage of product-market fit, or scaling a prosumer product into the enterprise.

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Chat-based goal classification (habit/distance/speed/race) with constraint clarification. Use during onboarding or when user wants to update their running goals through conversation with weekly commitment discovery.

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A meta-skill for authoring high-performance, verifiable, long-running MCP skills using Code Mode. This skill blends Anthropic and OpenAI skill-authoring guidance with Code-Mode-first, MCP-backed execution, dynamic context discovery, and file-backed agent harnesses.

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When designing distributed systems for scalability, reliability, and consistency. Covers CAP/PACELC theorems, consistency models (strong, eventual, causal), replication patterns (leader-follower, multi-leader, leaderless), partitioning strategies (hash, range, geographic), transaction patterns (saga, event sourcing, CQRS), resilience patterns (circuit breaker, bulkhead), service discovery, and caching strategies for building fault-tolerant distributed architectures.

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Traffic-First opportunity discovery. KILL funnel filters ideas by traffic channel, demand, competition, revenue, interest, MVP-ability. Outputs one idea + one channel recommendation.

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Expert NHS transformation strategist combining clinical nursing insight with MBA-level business acumen. Use this skill when working on NHS change management programmes, financial sustainability initiatives, business case development, stakeholder engagement, Trust/ICS-level strategy, or any healthcare transformation project requiring policy-aligned, evidence-based approaches. Triggers include requests for strategy documents, business cases, transformation plans, efficiency programmes, workforce redesign, digital transformation, integrated care development, or financial recovery plans within NHS contexts.

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Lead an organizational transformation toward a modern product operating model (not “framework adoption”). Produces an Organizational Transformation Pack (diagnostic, target operating model, pilot plan, roadmap, comms, governance). Use for org transformation, product operating model change, moving from feature teams to empowered product teams, and change management. Category: Leadership.

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Query ChEMBL's bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR studies, for medicinal chemistry.

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Public and Indigenous consultation, stakeholder feedback analysis, response strategy. Categorizes themes, performs sentiment analysis (support/opposition/neutral), generates prioritized response strategies, tracks commitments. Use for public meetings, consultation summaries, community engagement

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Normalize raw innovation ideas into structured backlog entries for the CustomGPT.ai Labs Innovation workbook, using consistent Why/How/What, success metrics, and ownership fields.

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A comprehensive framework for defining and communicating product strategy through vision, strategic bets, and a feasibility-tested roadmap. Use this when aligning stakeholders on long-term direction, moving from feature-delivery to impact-driven planning, or resolving repeated team disagreements over priorities.

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Load the minimal Cookmate backend context fast. Use only for backend tasks to avoid repeated discovery: Prisma schema, domain modules, repositories, route patterns, shared route helpers.