shaan-ad

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

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.

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

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

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

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.

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.

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.

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.

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

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

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