PM in Product

Configure cross-session user memory and multi-profile isolation for AI agents.

Score a design against Dieter Rams' principles and create a plan to improve it.

Execute multi-phase plans by coordinating specialized subagents.

Run plans through adversarial debate to find weak spots and defensible insights.

Create intelligent multi-step plans to achieve complex objectives using adaptive reasoning.

Track and manage multi-turn objectives across conversation sessions.

Set up statistically sound A/B tests with mandatory checks for hypotheses, metrics, and readiness.

Diagnose your AI project and create an optimal technical roadmap in Spanish.

Inject domain-specific knowledge, regulations, and industry standards into your project.

Iteratively improve a single mission until it passes evaluation or hits time limit.

Create and manage markdown plans to track goals, findings, and progress on complex tasks.

Analyze your app listing against best practices and get a prioritized optimization plan.

Find ideal partners and plan joint marketing campaigns with other companies.

Write B2B cold emails and follow-up sequences designed to get replies.

Build and grow online communities to drive product adoption and customer loyalty.

Create SEO-optimized comparison pages positioning your product against competitors.

Analyze customer interviews, surveys, and reviews to uncover what customers think and need.

Submit your product to startup and SaaS directories for backlinks and discovery.

Manage durable task tracking, dependencies, and blockers for shared project work.

Organize complex projects using persistent markdown files to track tasks and progress.

Organize complex projects by breaking them into tasks and tracking progress in markdown files.

Keep task plans and progress in markdown files that survive context loss.

Organize complex projects using persistent markdown files to track plans, progress, and findings.

Take a quick quiz to find your starting point in an AI engineering curriculum.

Analyze RFP requirements, build competitor comparisons, and plan proof-of-concept engagements.

Prepare tough answers and narratives for adversarial board questions.

Navigate difficult choices with no clear right answer using structured analysis.

Challenge your business assumptions by stress-testing revenue, market size, and competitive risks.

Run a structured multi-perspective executive deliberation to make strategic decisions without groupthink.

Get executive guidance on strategy, fundraising, board management, and organizational leadership.

Guide teams through organizational changes using the ADKAR model and communication strategies.

Route founder questions to advisors, coordinate board meetings, and synthesize decisions.

Organize open GitHub issues into a prioritized table with recommendations.

Get a second opinion on your current task from an independent agent.

Assemble two AI agents to analyze root causes and plan solutions when stuck.

Extract web pages as clean, readable Markdown with clutter removed.

Save conversation insights and decisions to your Obsidian vault.

Run bounded research loops, gather cited sources, and draft documented reports.

Find worthy competitors to emulate using a five-filter method that cuts through noise.

Generate SEO-optimized comparison and alternatives pages targeting competitive keywords.

Turn rough ideas into approved plans with validated structure before coding.

Analyze investment opportunities by evaluating whether a project creates new order or merely shifts existing structures.

Verify milestone completion against original requirements before archiving.

Run project phases autonomously with discussion, planning, and execution steps.

Evaluate growth channels by unit economics, customer quality, and scalability.

Assess whether your product work is AI-first or AI-shaped and identify capability gaps.

Design parallel AI agent workflows with clear handoffs and monitoring for complex tasks.

Diagnose PM-to-Director transitions using altitude and horizon thinking models.

Generate and evaluate improvement ideas for your project workflow.

Think through questions using the investment philosophy of Duan Yongping.

Create cinematic product videos from shot templates, screenshots, and audio assets.

Compare Claude and GPT answers through rounds of mutual critique before synthesizing.

Generate a complete product feature specification with acceptance criteria and dependencies.

Convene multiple historical thinkers to deliberate and analyze your complex problems.

Delegate tasks to a CCB agent with configurable feedback and silence modes.

Review project positioning, release strategy, and breaking changes for APM.

Communicate design's business value and outcomes to stakeholders and leadership.

Structure design feedback sessions with clear frameworks and actionable outcomes.

Identify and prioritize design inconsistencies and structural problems in your product.

Load and execute implementation plans with built-in review checkpoints.

Discover, build, and run repeatable AI-agent loops with safety checks and evidence tracking.

Explore ideas and clarify requirements to create a structured change proposal.

Refine your idea into a complete design through collaborative questions and feedback.

Record binding decisions with problem frame, rationale, and consequences.

Generate 3–5 distinct solution approaches with explicit weaknesses for each.

Adopt a specific agent role and governance scope for the current session.

Build lean products using 37signals philosophy: fixed timelines, flexible scope, small teams.

Create uncontested market space through value innovation instead of direct competition.

Generate customer-friendly release notes from git commit history automatically.

Generate creative domain name ideas and check availability across multiple extensions.

Automatically extract and organize invoices and receipts into tax-ready folders.

Find and qualify high-quality sales leads by analyzing your business and target market.

Save conversations and insights to Notion as organized documentation pages.

File bug reports and feature requests for Nimbalyst to GitHub Issues.

Design multi-agent systems with defined roles, handoffs, and team structure.

Think through ideas and investigate problems before making changes.

Generate memorable creature acronyms to name product management blockers and challenges.

Generate professional PowerPoint presentations with structured content, charts, and speaker notes.

Orchestrate complex tasks with parallel verification agents and strategic execution gates.

Generate a trusted workflow with flowchart and adapter for any business domain.

Design statistically rigorous A/B tests and interpret results with recommendations.

Set up a recurring work domain with charter, scaffolding, and a test run.

Execute Paca tasks end-to-end, including reading requirements, doing the work, and updating status.

Convert product requirements into structured epics with user stories and spec documents.

Analyze user behavior patterns, funnels, and journeys from event data to answer product questions.

Design statistically valid experiments and split tests for your product.

Guide product leads through a structured retrospective after major or minor releases.

Clarify project goals, scope, and success criteria before you start building.

Review and approve or reject pending tasks and plans in Bernstein.

Choose the right development approach for your project based on current state analysis.

Clarify ambiguous goals and competing constraints before making directional decisions.

Explore and pressure-test new features, designs, and architecture before implementation.

Ask users questions and present choices via interactive forms during conversations.

Execute stories end-to-end through planning, validation, execution, and quality gates.

Generate five concrete daily actions scored by impact and filtered for specificity.

Optimize app titles, subtitles, and keywords for better App Store visibility.

Build a mental map of your codebase once, then answer questions across multiple turns.

Document time-based assumptions about your industry to ground strategic decisions.

Explore ideas and clarify what to build before you start coding.

Create comprehensive agile epics with business value, success criteria, and user stories.

Get executive guidance on strategy, technology, growth, and competitive intelligence decisions.

Plan projects and create task boards with dependencies and agent assignments.

Research real A/B tests from other apps to inform your growth and product strategy.

Find unexpected design inspiration by exploring patterns from unrelated industries and domains.

Convert goals and artifacts into execution packets for downstream processing.

Coordinate and recover multi-stage research projects with checkpoints and state management.

Pause execution and request human approval before proceeding with critical decisions.

Ask questions about Smithers using your installed agent.

Load named personas that shift how Claude approaches tasks and reviews work.

Create and refine presentation slides in PowerPoint for any audience and topic.

Scaffold an AI agent harness in one command from pre-built templates.

Scaffold a custom AI agent harness with CLI, MCP server, and marketplace identity.

Present completed work results and ask user to confirm or reject acceptance.

Collect opinions from multiple AI agents and synthesize them into one answer.

Calculate customer acquisition cost, lifetime value, and payback period by channel.

Identify and analyze direct, indirect, and emerging competitors with market positioning gaps.

Reduce SaaS customer churn with save offers, surveys, payment recovery, and win-back campaigns.

Find, audit, and design AI agent loops with safe triggers, actions, and stopping conditions.

Manage tasks, boards, and workflows in your terminal with a CLI kanban tool.

Define testable hypotheses with success metrics to validate assumptions before building.

Map customer motivations across functional, emotional, and social dimensions.

Break down objectives into focused, scoped work units with clear success criteria.

Convert user requests into structured goals and objectives.

Manage Basecamp projects, todos, messages, files, and team coordination.

Guide a feature from planning through implementation and review.

Get grilled on your plan or design through tough questioning.

Track project tasks, subtasks, and dependencies as an interactive graph.

Manage AI agent companies, tasks, and operations via CLI or REST API.

Get strategic analysis from multiple independent expert perspectives on business decisions.

Create product requirements, epics, stories, and decisions to clarify scope and strategy.

Generate multiple creative solutions in parallel for open-ended design problems.

Orchestrate complex work by breaking tasks into lanes and tracking progress across teams.

Stress-test your plan with relentless questions until you reach shared understanding.

Ask probing questions to stress-test your plan before building.

Turn vague feature ideas into structured product requirements through guided questions.

Rank and organize the next ready work item into a Goal Packet.

Brainstorm ideas with a partner LLM in alternating turns, then synthesize the best into a plan.

Scan your project for stalled branches, failed builds, and plan drift, then fix confirmed issues.

Break complex work into atomic tasks executed in fresh context windows.

Query persistent project context and past decisions before starting agent work.

Validate crypto startup ideas and decide whether they're worth building.

Prepare a winning hackathon submission with track selection, demo scripts, and judging checklists.

Build investor pitch decks with interview-driven narratives and speaking notes.

Store and recall shared decisions across multiple agents and sessions.

Create, improve, and test skills with performance evaluation and benchmarking.

Execute tasks quickly by aligning on goals first without formal planning.

Generate a tailored interview guide with technical Q&A, behavioral prep, and scoring rubrics.

Record and query project decisions with timestamps, rationale, and consequences.