Use Cases
AI Tools for Product Managers
Write feature specs, analyze metrics, build roadmaps, and synthesize user feedback.
192 playbooks across 4 categories
Product Management(50)
View all 50 →Compounding PM Operating System
A persistent PM profile that learns your frameworks, vocabulary, and decision patterns across product cycles — comparing predictions to actuals so each cycle gets sharper than the last.
Acquisition Channel Advisor
Evaluate acquisition channels using unit economics, customer quality, and scalability. Decide whether to scale, test, or kill each channel with finance-backed reasoning.
SaaS Business Health Diagnostic
Diagnose SaaS business health across growth, retention, unit economics, and capital efficiency. Identify red flags by urgency and get a prioritized action plan with stage-specific benchmarks.
Context Engineering Advisor
Diagnose whether you're doing context stuffing (volume without intent) or context engineering (structure for attention). Build memory architecture, define context boundaries, and implement the Research → Plan → Reset → Implement cycle.
AI-Shaped Readiness Advisor
Diagnose whether your product work is 'AI-first' (efficiency) or 'AI-shaped' (strategic transformation). Score 5 competencies, identify gaps, and get a priority action plan.
Altitude & Horizon Framework (PM → Director)
Understand the PM-to-Director transition through altitude (scope) and horizon (time). Diagnose which of four transition zones is creating friction and apply the Cascading Context Map when direction from above is vague.
Director Readiness Advisor
Coach the PM-to-Director transition with 4 situational branches — preparing, interviewing, newly landed, or recalibrating — and deliver war-story-backed guidance calibrated to your specific stage.
Discovery Interview Prep
Design a customer discovery interview plan with the right methodology, questions, and bias guardrails — calibrated to your research goal, segment, and constraints via 4 adaptive questions.
Discovery Process (End-to-End)
Run a complete 6-phase discovery cycle — frame, research, synthesize, generate, validate, decide — in 3-4 weeks. Orchestrates 10+ component skills for problem-to-validated-solution workflow.
Customer Journey Map
Build a strategic customer journey map across Awareness → Consideration → Decision → Service → Loyalty — with actions, touchpoints, emotions, KPIs, business goals, and owning teams per stage.
Customer Journey Mapping Workshop
Run a 5-question adaptive workshop to build a customer journey map — actor, scenario, phases, actions/emotions, and prioritized opportunities — that aligns cross-functional teams around real pain points.
End-of-Life (EOL) Message
Write a clear, empathetic EOL announcement with customer-benefit rationale, explicit impact acknowledgment, transition support, and specific timeline — maintaining trust through product retirements.
Market Research(42)
View all 42 →Business Analysis Framework Toolkit
A two-phase consulting-report system: build a rigorous analysis framework from a 20+ framework catalog (SWOT, Porter's Five Forces, BCG Matrix, TAM-SAM-SOM, DCF, and more) with per-chapter data requirements, then synthesize collected data into a McKinsey-voice report under a strict no-hallucinated-numbers rule.
Bilibili Source Fetcher
Fetch real, citable Bilibili (B站) video metadata and danmaku — views, likes, follower counts, tags, and bullet-comments — so you never hand-type or estimate engagement numbers again.
Competitor Code Analysis
Analyze competitor repositories with an evidence-based approach — every finding grounded in actual cloned code, never assumptions.
Competitor Alerts
Configure competitor alerts.
Competitor Pages
Create competitor comparison pages.
Competitor Intelligence Brief
Monitor your competitors' feeds and newsletters daily — get briefed on what they shipped, messaging changes, and gaps you could fill.
Ad Copy Variation Generator
Analyze winning ad patterns and generate hundreds of new variations optimized for different platforms.
AI Research Analysis
Run trustworthy qualitative analysis on interviews, surveys, and user research. Built-in guardrails prevent hallucinated quotes, generic insights, and unusable signals.
Business Strategy Consultant
Replace expensive business consultants with 10 strategic analysis frameworks - SWOT, GTM, pricing, KPIs, and more in one toolkit.
Benchmark Due Diligence
Run adversarial due-diligence on a competitor or role-model you envy, separating marketing bubble from real signal and mapping their validated playbook onto your own resources.
Business Plan Generator
Generate investor-ready business plans with market analysis, financial projections, and go-to-market strategy.
Company Research & Due Diligence
Conduct comprehensive company research and due diligence. Analyze business model, competitive landscape, management, and market position.
Project Management(23)
View all 23 →Agile Product Owner
Generate user stories with acceptance criteria, plan sprints, groom backlogs, track velocity, and prepare stakeholder demos using agile best practices.
Asana Project Automation
Automate Asana project management workflows, task tracking, team collaboration, and reporting
ClickUp Automation
Automate ClickUp workspace management, task workflows, time tracking, and team productivity
Jira Automation Workflows
Automate Jira project management workflows, sprint planning, issue tracking, and reporting
Linear Project Automation
Automate Linear issue tracking, cycle planning, roadmap management, and engineering workflows
Monday.com Automation
Automate Monday.com workflows, board management, team collaboration, and cross-board integrations
Wayfinder: Decision-Ticket Planning for Oversized Efforts
Plan work too big for one agent session as a shared map of decision tickets — questions to resolve, not slices of a build to execute — and work through them one at a time until the way to the destination is clear.
Project Status Artifact
Generate and publish an opinionated, tabbed project status page for work too big for one update — success criteria, a workstream sequence, next steps, risks — then refresh it in place on the same URL, reporting only what changed instead of re-narrating the whole project.
Spec-Driven Project Manager (CCPM)
A complete PRD-to-shipped-code workflow: write PRDs, parse them into technical epics, decompose into GitHub issues, launch parallel agents via git worktrees, and track it all with deterministic status scripts.
Trello Board Automation
Automate Trello board management, card workflows, power-ups, and team collaboration
Product Roadmap Communication
Transform product roadmaps into audience-specific communications for executives, customers, sales teams, and engineering.
Project Charter & Kickoff Documentation
Create project charters with scope definition, stakeholder analysis, risk assessment, and kickoff materials for new initiatives.
Data & Reporting(77)
View all 77 →Agency Dashboard
Portfolio-level client overview.
Competitor Monitor
Set up ongoing competitor monitoring.
Analytics Insights
Analyze marketing performance.
Anomaly Scan
Detect marketing anomalies.
Client Report
Generate client-facing reports.
Chart & Data Visualization Designer
Design effective data visualizations and charts. Generate chart configurations for ECharts, Chart.js, and other libraries. Create dashboards and reports.
Data Visualization Creator
Create publication-quality data visualizations with matplotlib, plotly, or Chart.js
Dataset Explorer
Profile datasets to understand shape, quality, distributions, and key patterns
Eval Config
Configure content eval settings.
Eval Suite
Batch evaluate multiple content pieces.
Data Analysis Validator
QA-review data analysis for methodology, accuracy, and presentation before sharing
Data Context Extractor
Extract company-specific data knowledge and generate tailored analysis templates
Explore Other Roles
AI Tools for Researchers & Scientists
Accelerate literature review, data analysis, manuscript writing, and lab workflows.
AI Tools for Engineers & Developers
Automate changelogs, documentation, code review, CI/CD, and development workflows.
Claude for Executives & Directors
Strategic analysis, competitive intelligence, board presentations, and decision support.
AI Tools for Startup Founders
Launch faster with marketing, market research, legal, hiring, and sales playbooks.
Claude for Teachers, Students & Educators
Study smarter with research assistance, note organization, and learning workflows.
AI Tools for Operations Managers
Streamline SOPs, compliance audits, vendor evaluation, and process documentation.