vandanaajaydubey111/great-pm

vandanaajaydubey111/great-pm · codex/source-skills/great-pm-runtime/SKILL.md · Use when a GreatPM workflow needs to select, spawn, coordinate, or collect results from its specialist…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/accessibility/SKILL.md · Playbook for product accessibility — WCAG 2.2 AA, ADA Title III (US public accommodations), Section 508 (US federal)…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/activation-aha-moment/SKILL.md · The statistical method for finding a product's activation/aha moment — the action that, taken early, separates retained…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/agent-product-patterns/SKILL.md · The workflow-vs-agent decision and the seven Anthropic building-block patterns (augmented LLM, prompt chaining…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/ai-evals/SKILL.md · Eval-driven product management for LLM features — error analysis, axial coding of failure modes, LLM-as-judge with…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/ai-regulation/SKILL.md · Playbook for AI-specific regulation — EU AI Act (high-risk + GPAI obligations), NIST AI RMF (US voluntary), Biden EO +…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/ai-unit-economics/SKILL.md · The unit-economics model that governs whether an AI product is viable. Forces explicit cost-per-action (token +…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/ai-use-case-scoping/SKILL.md · The should-this-even-be-AI gate — decide where an LLM belongs versus deterministic rules, frame error tolerance as a…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/ai-ux-patterns/SKILL.md · The UX patterns that don't exist in deterministic software — confidence display, graceful failure, reversibility…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/ansoff-matrix/SKILL.md · Generate an Ansoff Matrix analysis mapping growth strategies across market penetration, market development, product…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/beachhead-segment/SKILL.md · Identify the first beachhead market segment for a product launch. Evaluates segments against burning pain, willingness…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/blue-ocean-strategy/SKILL.md · Create uncontested market space using value innovation instead of competing head-to-head. Use when the user mentions…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/brainstorm-okrs/SKILL.md · Brainstorm team-level OKRs aligned with company objectives — qualitative objectives with measurable key results. Use…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/business-model/SKILL.md · Generate a Business Model Canvas with all 9 building blocks. Use when creating a business model, documenting how a…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/circles-method/SKILL.md · Lewis Lin's CIRCLES framework for structured product-design answers — Comprehend the situation, Identify the customer…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/climate-mrv/SKILL.md · Playbook for climate / carbon Measurement-Reporting-Verification — GHG Protocol Scope 1/2/3, SBTi targets, CDP…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/cohort-analysis/SKILL.md · Read retention curves and adoption trends by cohort and decide what is real signal vs noise. Use when analyzing…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/competitive-analysis/SKILL.md · Playbook for competitive teardowns, market sizing (TAM/SAM/SOM), and positioning-gap analysis. Used by market-analyst.

vandanaajaydubey111/great-pm · plugins/great-pm/skills/competitive-battlecard/SKILL.md · Create sales-ready competitive battlecards comparing your product against a specific competitor — positioning, feature…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/connectors/SKILL.md · How great-pm agents read and write external tools (Notion, Slack, Linear, Jira, analytics) through the model-agnostic…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/consumer-privacy/SKILL.md · Playbook for consumer-privacy compliance — CCPA / CPRA (California), state privacy laws (VA / CO / CT / UT / TX /…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/contagious/SKILL.md · Engineer word-of-mouth and virality using the STEPPS framework (Social Currency, Triggers, Emotion, Public, Practical…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/continuous-discovery/SKILL.md · Build a weekly cadence of customer touchpoints using Opportunity Solution Trees, assumption mapping, and interview…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/cost-model/SKILL.md · Standardized cost-estimation framework for great-pm initiatives. Forces explicit LLM cost (across great-pm pipelines)…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/crossing-the-chasm/SKILL.md · Navigate the technology adoption lifecycle from early adopters to mainstream market. Use when the user mentions…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/customer-journey-map/SKILL.md · Create an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and opportunities. Use when…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/done-blocked/SKILL.md · Reusable reporting contract for any great-pm agent that hands work back to the loop. Forces ONE of two terminal…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/edtech-compliance/SKILL.md · Playbook for edtech regulatory compliance — COPPA (US under-13), FERPA (US schools), GDPR-K (EU age of digital consent…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/engagement-depth/SKILL.md · Measure whether a product earns a durable place in the user''s routine — not just whether they came back once. Use when…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/eu-gdpr/SKILL.md · Playbook for GDPR compliance from a product perspective — lawful basis, consent UX, DPIA triggers, Article 22…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/experiment-design/SKILL.md · Playbook for trustworthy experiments — hypothesis framing, test types, sample size and power, statistical vs practical…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/funnel-diagnostics/SKILL.md · The step-by-step drop-off diagnostic workflow — define the funnel, measure each step's conversion, find the worst drop…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/great-pm-runtime/SKILL.md · Use when a GreatPM workflow needs to select, spawn, coordinate, or collect results from its specialist…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/great-pm/SKILL.md · The great-pm operating model — the 6-stage product loop, the 3 human gates, the governance rule, and the beads tracking…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/grill-me/SKILL.md · Grill a fuzzy idea BEFORE committing to it — at ANY stage of the project (new initiative, mid-build feature, pivot…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/growth-loops/SKILL.md · Identify growth loops (flywheels) for sustainable traction. Evaluates 5 loop types: Viral, Usage, Collaboration…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/healthcare-compliance/SKILL.md · Playbook for healthcare product compliance — FDA SaMD classification, IEC 62304 software lifecycle, ISO 14971 risk, IRB…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/hipaa-bundle/SKILL.md · Playbook for HIPAA compliance from a product perspective — PHI scope, Covered Entity vs Business Associate, BAA chain…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/hooked-ux/SKILL.md · Design habit-forming product loops using the Hook Model (Trigger, Action, Variable Reward, Investment). Use when the…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/impact-mapping/SKILL.md · Build an Impact Map (Gojko Adzic) — a four-level tree connecting a measurable Goal → Actors (who can move it) → Impacts…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/improve-retention/SKILL.md · Diagnose and fix retention problems using behavior design (B=MAP). Use when the user mentions "users drop off"…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/india-fintech/SKILL.md · Playbook for product decisions in Indian fintech — UPI rails, RBI regulatory frame, DPDP Act 2023, NPCI conventions…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/influence-psychology/SKILL.md · Apply the six principles of ethical persuasion (reciprocity, commitment, social proof, authority, liking, scarcity) to…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/inspired-product/SKILL.md · Build empowered product teams using discovery and delivery dual-track. Use when the user mentions "product discovery"…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/jobs-to-be-done/SKILL.md · Discover what customers truly need by analyzing the "job" they hire your product to do. Use when the user mentions…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/launch-readiness/SKILL.md · Playbook for safe product launches — phased rollout strategies, beta cohort design, readiness checklists, rollback…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/lean-canvas/SKILL.md · Generate a Lean Canvas with problem, solution, metrics, cost structure, UVP, unfair advantage, channels, segments, and…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/lean-startup/SKILL.md · Design MVPs, validated learning experiments, and pivot-or-persevere decisions using Build-Measure-Learn. Use when the…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/made-to-stick/SKILL.md · Craft messages that are understood, remembered, and drive action using the SUCCESs checklist (Simple, Unexpected…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/method-pm-audit/SKILL.md · Playbook for auditing PM-health across 15 dimensions (Discovery, Strategy, Prioritization, Roadmap, Specs, Metrics…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/metrics-design/SKILL.md · Playbook for designing product metrics — North Star, leading vs lagging KPIs, event instrumentation, success…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/mom-test/SKILL.md · Talk to customers without leading them using Mom Test rules: discuss their life not your idea, ask about specifics in…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/north-star-input-tree/SKILL.md · Build a North Star Metric and decompose it into 3-5 controllable input metrics that sum/multiply to it — the Amplitude…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/obviously-awesome/SKILL.md · Define product positioning by mapping competitive alternatives, unique attributes, and best-fit customers to the right…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/opportunity-solution-tree/SKILL.md · Build an Opportunity Solution Tree (OST) to structure continuous product discovery — map one desired outcome to…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/outcome-roadmap/SKILL.md · Transform an output-focused roadmap into an outcome-focused one that communicates strategic intent. Rewrites…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pci-bundle/SKILL.md · Playbook for PCI-DSS scope decisions from a product perspective — SAQ-A vs SAQ-A-EP vs SAQ-D, card-data flow…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pestle-analysis/SKILL.md · Perform a PESTLE analysis covering Political, Economic, Social, Technological, Legal, and Environmental factors. Use…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/plg-operating-model/SKILL.md · Run product-led growth as an integrated system, not a tactic — where the product itself acquires, activates, retains…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-agent-retire/SKILL.md · Mark a great-pm agent as deprecated. Adds a deprecation banner to the agent file, files a Beads issue to remove…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-agent-review/SKILL.md · Review a great-pm agent's recent verdict history. Shows verdict distribution (PASS/FAIL/NEEDS-WORK), trend over time…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-audit/SKILL.md · Run the great-pm PM-health audit on a product, an initiative, or great-pm itself. 15 dimensions, severity-rated…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-board/SKILL.md · Open the great-pm board — a native, zero-dependency project board (hybrid stage×status Kanban + artifact panels +…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-burn/SKILL.md · Cost burn-rate — LLM cost over the last N days vs a human-equivalent baseline (savings_x). Flags cost outliers and…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-competitive/SKILL.md · Competitive teardown — for a given competitor or for the whole landscape around a JTBD. Spawns market-analyst. Outputs…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-cost/SKILL.md · Estimate the cost of a proposed initiative BEFORE kicking it off — LLM cost projection across the 6-stage loop +…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-crystallize/SKILL.md · Promote a project-local lesson to ~/.great-pm/decisions.md (cross-project memory) when it has 3+ hits with high…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-digest/SKILL.md · Summary of great-pm activity over the last N days (default 7) — closed gates, agent verdicts, lessons captured, cost…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-discover/SKILL.md · Kick off the Discover stage for an existing initiative. Spawns user-researcher + feedback-synthesizer + market-analyst…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-doctor/SKILL.md · Health-check great-pm itself. Runs pm-auditor with scope=great-pm in --read-only mode. Use this when "is my great-pm…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-experiment/SKILL.md · Design an A/B test, holdout, multivariate, or switchback experiment. Spawns experiment-designer. Output is…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-feedback/SKILL.md · Synthesize a batch of user feedback into JTBD-clustered themes with severity, frequency, and quote evidence. Runs…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-gate/SKILL.md · Explicit gate approval for great-pm. Under gate-policy: explicit (great-pm's default), agents NEVER auto-close gates —…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-help/SKILL.md · List all great-pm commands and what each does, grouped by stage / purpose.

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-inbox/SKILL.md · Show all pending great-pm gates and decisions waiting on the human. Surfaces gate:strategy, gate:spec, and gate:launch…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-launch/SKILL.md · Kick off the Launch stage. Spawns launch-manager (rollout plan) + gtm-strategist (positioning + comms) IN PARALLEL…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-learn/SKILL.md · Auto-extract repeatable patterns, decisions, and cost outliers from the current session and append to…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-measure/SKILL.md · Kick off the Measure & Learn stage. Spawns analytics-analyst (read-out) + experiment-designer (next test). Outputs…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-metrics/SKILL.md · Author a metrics plan BEFORE the build. Defines North Star, leading + lagging KPIs, instrumentation events, success…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-ownership/SKILL.md · Show who owns what across initiatives, gates, drafts, and Beads issues. Surfaces orphaned artefacts (no owner) and…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-poc/SKILL.md · Lightweight discovery mode for "I'm not sure this is worth investigating fully." Produces a 1-pager (Problem / Assumed…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-pricing/SKILL.md · Author or refresh a pricing plan — 2–3 monetization models with willingness-to-pay rationale per audience. Spawns…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-prioritize/SKILL.md · Kick off the Prioritize stage. Spawns prioritization-analyst (RICE/WSJF/Kano/MoSCoW), then tradeoff-arbiter if…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-promote/SKILL.md · Promote a draft artefact (strategy / spec / launch plan / etc.) to a gate-ready Beads issue. Runs mandatory pm-reviewer…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-resume/SKILL.md · Pick up where you left off. Reads `.great-pm/HANDOFF.md` (auto-saved by the PreCompact hook) and orients you with the…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-review/SKILL.md · Trigger pm-reviewer on any artefact (draft, gate package, agent output). Returns the verdict unedited. Logs to…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-rfc/SKILL.md · Write a product RFC (Request for Comments) on a proposed strategic direction or architectural product decision. Forces…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-roadmap/SKILL.md · Generate or update the product roadmap. Spawns roadmap-planner. Outputs themed roadmap (Now / Next / Later) with…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-save/SKILL.md · Extract lessons from this session and save them to .great-pm/lessons.md. Optional cross-project promotion to…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-spec/SKILL.md · Kick off the Define stage. Spawns spec-writer (PRD) and spec-reviewer (mechanical clarity check). Outputs a PRD ready…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-start/SKILL.md · Start a new great-pm initiative. Spawns the Discover stage (user-researcher + feedback-synthesizer + market-analyst in…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-strategize/SKILL.md · Kick off the Strategize stage. Spawns product-strategist (lead) with optional pricing-strategist support. Reads…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pm-tech-spec-review/SKILL.md · Review an engineering technical spec through a PM lens — does it cover every PRD requirement, does it preserve user/UX…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/porters-five-forces/SKILL.md · Perform Porter's Five Forces analysis — competitive rivalry, supplier power, buyer power, threat of substitutes, and…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pr-authoring/SKILL.md · Playbook for deployment-aware pull requests — the 11-section format that turns a PR into a reviewable contract; why…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pr-review/SKILL.md · Playbook for reviewing pull requests — verdict format, verification-not-trust, severity-ranked findings with concrete…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/prd-authoring/SKILL.md · Playbook for writing build-ready PRDs — structure, user stories, acceptance criteria, scope vs non-goals, edge cases…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pre-mortem/SKILL.md · Imagine the initiative has already shipped and failed publicly — work backwards from the failure to identify the most…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/pricing-models/SKILL.md · Playbook for choosing a pricing model, designing tiers, setting the free-vs-paid line, and estimating willingness to…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/prioritization-methods/SKILL.md · Playbook for 12 proven prioritization methods. Helps prioritization-analyst pick the right method for the decision at…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/product-strategy-stack/SKILL.md · Cascade a fixed product vision into a changing roadmap through an explicit Vision → Strategy → Bets → Roadmap stack —…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/rag-vs-finetune-decision/SKILL.md · The model-capability decision tree — prompt-engineering first, then RAG for missing knowledge, then fine-tuning for…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/release-notes/SKILL.md · Generate user-facing release notes from tickets, PRDs, or changelogs. Creates clear, engaging summaries organized by…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/responsible-ai-guardrails/SKILL.md · The product-side (not legal-side) safety playbook for shipping AI features — input/output filtering, confidence…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/retro/SKILL.md · Facilitate a structured sprint retrospective — what went well, what didn't, and prioritized action items with owners…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/skeptical-triage/SKILL.md · Reusable 3-round self-challenge + arbiter pattern for stress-testing a critical PM decision before it is finalized…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/sprint-planning/SKILL.md · Plan a sprint with capacity estimation, story selection against Definition of Ready, dependency mapping, and risk…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/stakeholder-map/SKILL.md · Build a stakeholder map using a power/interest grid, identify communication strategies per quadrant, and generate a…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/storybrand-messaging/SKILL.md · Clarify brand messaging using narrative structure that positions the customer as hero. Use when the user mentions…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/swot-analysis/SKILL.md · Perform a detailed SWOT analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/ticket-authoring/SKILL.md · Playbook for change tickets — the format that makes a work item buildable and traceable; outcome title, why, scope…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/us-fintech/SKILL.md · Playbook for product decisions in US fintech — federal + state regulatory matrix, ECOA / Reg B adverse action, FCRA…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/user-research/SKILL.md · Playbook for planning and synthesizing user research — research questions, JTBD framing, interview-guide design…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/value-proposition-canvas/SKILL.md · Design a sharp value proposition using a 6-part JTBD template — Who, Why (problem/JTBD), What-before, How (solution)…

vandanaajaydubey111/great-pm · plugins/great-pm/skills/working-backwards/SKILL.md · Amazon's Working Backwards / PR-FAQ method — start from the customer problem and desired outcome, write the internal…

vandanaajaydubey111/great-pm · skills/accessibility/SKILL.md · Playbook for product accessibility — WCAG 2.2 AA, ADA Title III (US public accommodations), Section 508 (US federal)…

vandanaajaydubey111/great-pm · skills/activation-aha-moment/SKILL.md · The statistical method for finding a product's activation/aha moment — the action that, taken early, separates retained…

vandanaajaydubey111/great-pm · skills/agent-product-patterns/SKILL.md · The workflow-vs-agent decision and the seven Anthropic building-block patterns (augmented LLM, prompt chaining…

vandanaajaydubey111/great-pm · skills/ai-evals/SKILL.md · Eval-driven product management for LLM features — error analysis, axial coding of failure modes, LLM-as-judge with…

vandanaajaydubey111/great-pm · skills/ai-regulation/SKILL.md · Playbook for AI-specific regulation — EU AI Act (high-risk + GPAI obligations), NIST AI RMF (US voluntary), Biden EO +…

vandanaajaydubey111/great-pm · skills/ai-unit-economics/SKILL.md · The unit-economics model that governs whether an AI product is viable. Forces explicit cost-per-action (token +…

vandanaajaydubey111/great-pm · skills/ai-use-case-scoping/SKILL.md · The should-this-even-be-AI gate — decide where an LLM belongs versus deterministic rules, frame error tolerance as a…

vandanaajaydubey111/great-pm · skills/ai-ux-patterns/SKILL.md · The UX patterns that don't exist in deterministic software — confidence display, graceful failure, reversibility…

vandanaajaydubey111/great-pm · skills/ansoff-matrix/SKILL.md · Generate an Ansoff Matrix analysis mapping growth strategies across market penetration, market development, product…

vandanaajaydubey111/great-pm · skills/beachhead-segment/SKILL.md · Identify the first beachhead market segment for a product launch. Evaluates segments against burning pain, willingness…

vandanaajaydubey111/great-pm · skills/blue-ocean-strategy/SKILL.md · Create uncontested market space using value innovation instead of competing head-to-head. Use when the user mentions…

vandanaajaydubey111/great-pm · skills/brainstorm-okrs/SKILL.md · Brainstorm team-level OKRs aligned with company objectives — qualitative objectives with measurable key results. Use…

vandanaajaydubey111/great-pm · skills/business-model/SKILL.md · Generate a Business Model Canvas with all 9 building blocks. Use when creating a business model, documenting how a…

vandanaajaydubey111/great-pm · skills/circles-method/SKILL.md · Lewis Lin's CIRCLES framework for structured product-design answers — Comprehend the situation, Identify the customer…

vandanaajaydubey111/great-pm · skills/climate-mrv/SKILL.md · Playbook for climate / carbon Measurement-Reporting-Verification — GHG Protocol Scope 1/2/3, SBTi targets, CDP…

vandanaajaydubey111/great-pm · skills/cohort-analysis/SKILL.md · Read retention curves and adoption trends by cohort and decide what is real signal vs noise. Use when analyzing…

vandanaajaydubey111/great-pm · skills/competitive-analysis/SKILL.md · Playbook for competitive teardowns, market sizing (TAM/SAM/SOM), and positioning-gap analysis. Used by market-analyst.

vandanaajaydubey111/great-pm · skills/competitive-battlecard/SKILL.md · Create sales-ready competitive battlecards comparing your product against a specific competitor — positioning, feature…

vandanaajaydubey111/great-pm · skills/connectors/SKILL.md · How great-pm agents read and write external tools (Notion, Slack, Linear, Jira, analytics) through the model-agnostic…

vandanaajaydubey111/great-pm · skills/consumer-privacy/SKILL.md · Playbook for consumer-privacy compliance — CCPA / CPRA (California), state privacy laws (VA / CO / CT / UT / TX /…

vandanaajaydubey111/great-pm · skills/contagious/SKILL.md · Engineer word-of-mouth and virality using the STEPPS framework (Social Currency, Triggers, Emotion, Public, Practical…

vandanaajaydubey111/great-pm · skills/continuous-discovery/SKILL.md · Build a weekly cadence of customer touchpoints using Opportunity Solution Trees, assumption mapping, and interview…

vandanaajaydubey111/great-pm · skills/cost-model/SKILL.md · Standardized cost-estimation framework for great-pm initiatives. Forces explicit LLM cost (across great-pm pipelines)…

vandanaajaydubey111/great-pm · skills/crossing-the-chasm/SKILL.md · Navigate the technology adoption lifecycle from early adopters to mainstream market. Use when the user mentions…

vandanaajaydubey111/great-pm · skills/customer-journey-map/SKILL.md · Create an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and opportunities. Use when…

vandanaajaydubey111/great-pm · skills/done-blocked/SKILL.md · Reusable reporting contract for any great-pm agent that hands work back to the loop. Forces ONE of two terminal…

vandanaajaydubey111/great-pm · skills/edtech-compliance/SKILL.md · Playbook for edtech regulatory compliance — COPPA (US under-13), FERPA (US schools), GDPR-K (EU age of digital consent…

vandanaajaydubey111/great-pm · skills/engagement-depth/SKILL.md · Measure whether a product earns a durable place in the user''s routine — not just whether they came back once. Use when…

vandanaajaydubey111/great-pm · skills/eu-gdpr/SKILL.md · Playbook for GDPR compliance from a product perspective — lawful basis, consent UX, DPIA triggers, Article 22…

vandanaajaydubey111/great-pm · skills/experiment-design/SKILL.md · Playbook for trustworthy experiments — hypothesis framing, test types, sample size and power, statistical vs practical…

vandanaajaydubey111/great-pm · skills/funnel-diagnostics/SKILL.md · The step-by-step drop-off diagnostic workflow — define the funnel, measure each step's conversion, find the worst drop…

vandanaajaydubey111/great-pm · skills/great-pm/SKILL.md · The great-pm operating model — the 6-stage product loop, the 3 human gates, the governance rule, and the beads tracking…

vandanaajaydubey111/great-pm · skills/growth-loops/SKILL.md · Identify growth loops (flywheels) for sustainable traction. Evaluates 5 loop types: Viral, Usage, Collaboration…

vandanaajaydubey111/great-pm · skills/healthcare-compliance/SKILL.md · Playbook for healthcare product compliance — FDA SaMD classification, IEC 62304 software lifecycle, ISO 14971 risk, IRB…

vandanaajaydubey111/great-pm · skills/hipaa-bundle/SKILL.md · Playbook for HIPAA compliance from a product perspective — PHI scope, Covered Entity vs Business Associate, BAA chain…

vandanaajaydubey111/great-pm · skills/hooked-ux/SKILL.md · Design habit-forming product loops using the Hook Model (Trigger, Action, Variable Reward, Investment). Use when the…

vandanaajaydubey111/great-pm · skills/impact-mapping/SKILL.md · Build an Impact Map (Gojko Adzic) — a four-level tree connecting a measurable Goal → Actors (who can move it) → Impacts…

vandanaajaydubey111/great-pm · skills/improve-retention/SKILL.md · Diagnose and fix retention problems using behavior design (B=MAP). Use when the user mentions "users drop off"…

vandanaajaydubey111/great-pm · skills/india-fintech/SKILL.md · Playbook for product decisions in Indian fintech — UPI rails, RBI regulatory frame, DPDP Act 2023, NPCI conventions…

vandanaajaydubey111/great-pm · skills/influence-psychology/SKILL.md · Apply the six principles of ethical persuasion (reciprocity, commitment, social proof, authority, liking, scarcity) to…

vandanaajaydubey111/great-pm · skills/inspired-product/SKILL.md · Build empowered product teams using discovery and delivery dual-track. Use when the user mentions "product discovery"…

vandanaajaydubey111/great-pm · skills/jobs-to-be-done/SKILL.md · Discover what customers truly need by analyzing the "job" they hire your product to do. Use when the user mentions…

vandanaajaydubey111/great-pm · skills/launch-readiness/SKILL.md · Playbook for safe product launches — phased rollout strategies, beta cohort design, readiness checklists, rollback…

vandanaajaydubey111/great-pm · skills/lean-canvas/SKILL.md · Generate a Lean Canvas with problem, solution, metrics, cost structure, UVP, unfair advantage, channels, segments, and…

vandanaajaydubey111/great-pm · skills/lean-startup/SKILL.md · Design MVPs, validated learning experiments, and pivot-or-persevere decisions using Build-Measure-Learn. Use when the…

vandanaajaydubey111/great-pm · skills/made-to-stick/SKILL.md · Craft messages that are understood, remembered, and drive action using the SUCCESs checklist (Simple, Unexpected…

vandanaajaydubey111/great-pm · skills/metrics-design/SKILL.md · Playbook for designing product metrics — North Star, leading vs lagging KPIs, event instrumentation, success…

vandanaajaydubey111/great-pm · skills/mom-test/SKILL.md · Talk to customers without leading them using Mom Test rules: discuss their life not your idea, ask about specifics in…

vandanaajaydubey111/great-pm · skills/north-star-input-tree/SKILL.md · Build a North Star Metric and decompose it into 3-5 controllable input metrics that sum/multiply to it — the Amplitude…

vandanaajaydubey111/great-pm · skills/obviously-awesome/SKILL.md · Define product positioning by mapping competitive alternatives, unique attributes, and best-fit customers to the right…

vandanaajaydubey111/great-pm · skills/opportunity-solution-tree/SKILL.md · Build an Opportunity Solution Tree (OST) to structure continuous product discovery — map one desired outcome to…

vandanaajaydubey111/great-pm · skills/outcome-roadmap/SKILL.md · Transform an output-focused roadmap into an outcome-focused one that communicates strategic intent. Rewrites…

vandanaajaydubey111/great-pm · skills/pci-bundle/SKILL.md · Playbook for PCI-DSS scope decisions from a product perspective — SAQ-A vs SAQ-A-EP vs SAQ-D, card-data flow…

vandanaajaydubey111/great-pm · skills/pestle-analysis/SKILL.md · Perform a PESTLE analysis covering Political, Economic, Social, Technological, Legal, and Environmental factors. Use…

vandanaajaydubey111/great-pm · skills/plg-operating-model/SKILL.md · Run product-led growth as an integrated system, not a tactic — where the product itself acquires, activates, retains…

vandanaajaydubey111/great-pm · skills/pm-audit/SKILL.md · Playbook for auditing PM-health across 15 dimensions (Discovery, Strategy, Prioritization, Roadmap, Specs, Metrics…

vandanaajaydubey111/great-pm · skills/pm-tech-spec-review/SKILL.md · Review an engineering technical spec through a PM lens — does it cover every PRD requirement, does it preserve user/UX…

vandanaajaydubey111/great-pm · skills/porters-five-forces/SKILL.md · Perform Porter's Five Forces analysis — competitive rivalry, supplier power, buyer power, threat of substitutes, and…

vandanaajaydubey111/great-pm · skills/pr-authoring/SKILL.md · Playbook for deployment-aware pull requests — the 11-section format that turns a PR into a reviewable contract; why…

vandanaajaydubey111/great-pm · skills/pr-review/SKILL.md · Playbook for reviewing pull requests — verdict format, verification-not-trust, severity-ranked findings with concrete…

vandanaajaydubey111/great-pm · skills/prd-authoring/SKILL.md · Playbook for writing build-ready PRDs — structure, user stories, acceptance criteria, scope vs non-goals, edge cases…

vandanaajaydubey111/great-pm · skills/pre-mortem/SKILL.md · Imagine the initiative has already shipped and failed publicly — work backwards from the failure to identify the most…

vandanaajaydubey111/great-pm · skills/pricing-models/SKILL.md · Playbook for choosing a pricing model, designing tiers, setting the free-vs-paid line, and estimating willingness to…

vandanaajaydubey111/great-pm · skills/prioritization-methods/SKILL.md · Playbook for 12 proven prioritization methods. Helps prioritization-analyst pick the right method for the decision at…

vandanaajaydubey111/great-pm · skills/product-strategy-stack/SKILL.md · Cascade a fixed product vision into a changing roadmap through an explicit Vision → Strategy → Bets → Roadmap stack —…

vandanaajaydubey111/great-pm · skills/rag-vs-finetune-decision/SKILL.md · The model-capability decision tree — prompt-engineering first, then RAG for missing knowledge, then fine-tuning for…

vandanaajaydubey111/great-pm · skills/release-notes/SKILL.md · Generate user-facing release notes from tickets, PRDs, or changelogs. Creates clear, engaging summaries organized by…

vandanaajaydubey111/great-pm · skills/responsible-ai-guardrails/SKILL.md · The product-side (not legal-side) safety playbook for shipping AI features — input/output filtering, confidence…

vandanaajaydubey111/great-pm · skills/retro/SKILL.md · Facilitate a structured sprint retrospective — what went well, what didn't, and prioritized action items with owners…

vandanaajaydubey111/great-pm · skills/skeptical-triage/SKILL.md · Reusable 3-round self-challenge + arbiter pattern for stress-testing a critical PM decision before it is finalized…

vandanaajaydubey111/great-pm · skills/sprint-planning/SKILL.md · Plan a sprint with capacity estimation, story selection against Definition of Ready, dependency mapping, and risk…

vandanaajaydubey111/great-pm · skills/stakeholder-map/SKILL.md · Build a stakeholder map using a power/interest grid, identify communication strategies per quadrant, and generate a…

vandanaajaydubey111/great-pm · skills/storybrand-messaging/SKILL.md · Clarify brand messaging using narrative structure that positions the customer as hero. Use when the user mentions…

vandanaajaydubey111/great-pm · skills/swot-analysis/SKILL.md · Perform a detailed SWOT analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations…

vandanaajaydubey111/great-pm · skills/ticket-authoring/SKILL.md · Playbook for change tickets — the format that makes a work item buildable and traceable; outcome title, why, scope…

vandanaajaydubey111/great-pm · skills/us-fintech/SKILL.md · Playbook for product decisions in US fintech — federal + state regulatory matrix, ECOA / Reg B adverse action, FCRA…

vandanaajaydubey111/great-pm · skills/user-research/SKILL.md · Playbook for planning and synthesizing user research — research questions, JTBD framing, interview-guide design…

vandanaajaydubey111/great-pm · skills/value-proposition-canvas/SKILL.md · Design a sharp value proposition using a 6-part JTBD template — Who, Why (problem/JTBD), What-before, How (solution)…

vandanaajaydubey111/great-pm · skills/working-backwards/SKILL.md · Amazon's Working Backwards / PR-FAQ method — start from the customer problem and desired outcome, write the internal…