shaan-ad

User research interview guide creation. Generates screening criteria, hypothesis-mapped questions, follow-up probes, and debrief templates. Includes guidance on avoiding bias.

Validate ideas with market sizing (TAM/SAM/SOM), competitive landscape, strategic alignment, technical feasibility, and a go/no-go recommendation.

Reads all knowledge files and MCP integrations to produce a single-page product status dashboard with OKR progress, sprint status, decisions, blockers, launches, and metrics.

Codebase-aware technical feasibility assessment. Scans existing code for reusable components, estimates complexity with T-shirt sizing, identifies risks, and flags areas needing engineer input.

End-to-end user journey mapping. Maps stages from awareness through advocacy, identifies actions, thoughts, emotions, pain points, and opportunities at each stage. Can scan codebases for actual product flows.

Review product metrics, identify trends and anomalies, connect movements to OKRs and recent changes, and produce actionable recommendations.

Product Manager's Operating System: gateway skill that routes requests to 27 PM workflow skills and manages the knowledge system.

Analyze customer feedback from any source. Categorize by theme, frequency, and severity. Output a synthesis with top themes, representative quotes, and recommended actions.

Create beautiful HTML slide decks for product presentations. Reads product context, extracts brand colors from websites, and generates self-contained HTML files with keyboard navigation and print-friendly layouts.

Interactive strategy document creation. Reads company context, researches competitors and market trends, then generates a comprehensive product strategy with vision, pillars, positioning, and metrics.

Interactive user persona creation. Researches audiences via web, builds detailed persona profiles with demographics, behaviors, and motivations, and links personas to product features and user stories.

Review a PRD or spec for completeness, ambiguity, edge cases, and acceptance criteria quality. Present structured findings by severity and offer to fix issues directly.

Build a quarterly roadmap from prioritized features. Considers team capacity, dependencies, and strategic goals. Outputs a now/next/later or time-based plan with rationale.

Research a competitor from their URL or name. Fetch website, pricing, features, and news. Generate a battlecard with positioning, strengths, weaknesses, and strategic implications.

Generate a complete PRD through guided discovery, context alignment, and optional codebase analysis. Outputs a populated spec with user stories, Gherkin acceptance criteria, metrics, and launch plan.

Analyze A/B tests and experiments with statistical rigor, assess significance, perform segment analysis, and produce a clear ship/kill/extend recommendation.

Generate a comprehensive launch checklist from a PRD, covering release criteria, QA, comms, rollback, metrics, and stakeholder prep. Slash command: /launch <feature>

Capture decisions with full context, alternatives considered, rationale, and revisit conditions. Auto-links to related PRDs, strategy docs, and OKRs.

Facilitate structured retrospectives and post-mortems with probing questions, timeline construction, root cause analysis, and recurring theme detection across past retros.

Generate meeting preparation docs tailored by meeting type, pulling context from past meetings, recent decisions, action items, and sprint status.

Morning briefing for PMs. Reads all knowledge files, pulls from MCPs, and produces a prioritized "what matters today" summary. Slash command: /brief

Sprint planning with capacity awareness. Pulls from backlog (via MCP or manual input), calculates what fits based on team velocity, and outputs recommended scope with stretch goals and deferred items.

Generate multi-audience stakeholder updates tailored for engineering, leadership, and customer-facing teams, pulling context from knowledge files and MCP integrations.

Guided OKR creation with strategy alignment. Reads existing strategy, helps craft objectives and measurable key results, and validates quality and alignment.

Interactive onboarding wizard that creates the PM-OS knowledge base for your product. Asks questions, fetches company info, and populates all knowledge files.

End-to-end quarterly planning. Reviews past performance, reads strategy and capacity, then produces quarter themes, OKRs, roadmap commitments, resource allocation, and risk assessment.

Score and rank features using RICE or ICE frameworks. Aligns with OKRs for strategic weighting. Outputs a ranked list with scores, rationale, and top recommendations.