beats-pm-kit

Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop recommendations. Use when evaluating experiment results, checking if a test reached significance, interpreting split test data, or deciding whether to ship a variant.

Local-first dual-pillar agentic memory inspired by TencentDB-Agent-Memory.

Assess whether your product work is AI-first or AI-shaped. Use when evaluating AI maturity and choosing the next team capability to build.

Full autonomous execution from idea to working code

Track high-priority leadership requests.

Conducts deep-dive research to create a strategic dossier on a target company.

The 'Recall Engine'. Fetches history, decisions, and tasks related to a person or topic.

System health and diagnostics.

Daily briefing and planning with critical commitment preflight.

Execute SQL, analyze funnels, and define success metrics.

Map, score, and visualize cross-team dependencies for programs and releases.

Convert Markdown documents into PDF, DOCX, PPTX, or XLSX formats. Routes Office formats to OfficeCLI, PDF via Chrome.

Strategic planning with optional interview workflow

The "Black Hole" for chaos. Aggressively extracts tasks from raw input, screenshots, and transcripts, then routes them to the ledger.

Build evidence-based launch strategy from positioning, readiness, channel, risk, and success-metric inputs.

Synthesize a single meeting transcript into TASK_MASTER updates, structured action items, decisions, follow-ups, and stakeholder profiles. Use when processing a meeting recording, cleaning up transcript notes, or extracting commitments from a conversation.

Consolidates memories and generates cross-cutting strategic insights from disparate files.

Create, read, and edit Word (.docx), Excel (.xlsx), and PowerPoint (.pptx) files using OfficeCLI. Use when user requests Office documents, presentations, spreadsheets, or exports to Office formats.

Author comprehensive Product Requirements Documents (PRDs) using a strict 8-section unified template, and translate requirements into JTBD Job Stories. Use when drafting new product specifications, breaking down features into Job Stories, or outlining a new feature.

Create a go-to-market strategy covering marketing channels, messaging, success metrics, and launch timeline. Use when planning a product launch, creating a GTM plan from scratch, or defining a launch strategy for a new market.

Facilitate a structured sprint retrospective — what went well, what didn't, and prioritized action items with owners and deadlines. Use when running a retrospective, reflecting on a sprint, creating action items from team feedback, or learning how to run effective retros.

Systematic risk analysis for docs and plans.

Turn daily product evidence into readable Markdown tasks and generated workstream views.

Create comprehensive test scenarios from user stories with test objectives, starting conditions, user roles, step-by-step actions, and expected outcomes. Use when writing QA test cases, creating test plans, defining acceptance tests, or preparing for feature validation.

Review product interfaces for visual hierarchy, usability, accessibility, and delivery-ready improvements.

Execute the full Centrifuge Protocol to keep the brain lean, private, and organized. Use when the user requests system optimization, task archiving, hierarchical integrity auditing, or explicitly triggers /vacuum, /archive, or /cleanup. Do NOT use to archive active code or configurations.

Weekly rollup and planning with critical commitment preflight.

Create product backlog items in Why-What-Acceptance format — independent, valuable, testable items with strategic context. Use when writing structured backlog items, breaking features into work items, or using the WWA format.

Persist scoped Slack, Teams, Outlook, and Calendar reads as searchable local communication transcripts with metadata, evidence snippets, and task-routing results.

Read-only Outlook mail and Calendar intake for context, task extraction, schedule awareness, and stakeholder enrichment.

Extract local Beats PM tasks from scoped Slack messages using read-only Slack access. Use with /beats-slack when Slack is connected and the user wants Slack-only task compilation.

Extract local Beats PM tasks from scoped Microsoft Teams chats or channels using read-only Teams access. Use with /beats-teams when Teams is connected and the user wants Teams-only task/status compilation.

Classify messy PM input before workflow execution. Use for task intake, transcripts, communication refreshes, discovery, planning, prioritization, PRD creation, decision logging, and scope-boundary challenges.

Design RESTful APIs following best practices. Use when Designing new API endpoints, Restructuring existing APIs, or Planning API versioning strategy

Capture Jira and Confluence references found during Slack, Teams, Outlook, or Calendar intake by using read-only Atlassian connector fetches and saving local markdown context artifacts with full source URLs.

Build brand-agnostic MBB-style PPTX/PDF/static web presentation decks from source briefs, notes, and optional templates. Use for `/deck` or when a user wants a polished presentation package without company-specific private branding baked into the kit.

Create, normalize, organize, and validate privacy-safe SOPs, runbooks, checklists, and worked examples for product management and consulting workflows. Use for `/sop`, SOP capture from transcripts or docs, release/process runbooks, and local-only operating procedures.

Investigate bugs systematically and perform root cause analysis. Use when Investigating reported bugs, Diagnosing unexpected behavior, or Finding the root cause of issues

The complete qualitative research companion. Creates non-leading interview scripts, acts as an interview simulator, conducts deep Socratic interviews with ambiguity gating, and synthesizes transcripts.

Editorial-quality architecture, flow, and strategy diagrams. Self-contained HTML + SVG.