PM stress-test roleplay. Use this skill whenever a PM wants to practice handling a difficult situation with a designer or engineer, stress-test their instincts in a realistic scenario, or understand what it feels like to be on their team when things go wrong. You play a frustrated, skeptical, or overloaded team member…
PM blind spot identifier. Use this skill whenever a PM wants a comprehensive read on which behavioral gaps they have that they can't see themselves. This is the deepest and most comprehensive mode — a full interview that surfaces systematic patterns across all 7 behavioral clusters. Trigger on: "what are my blind…
Find, diagnose, and fix misalignment in corporate settings. Use this skill when teams are stuck, decisions aren't being made, meetings are dysfunctional, or there's confusion about who has authority. Trigger on: "we're misaligned", "can't get everyone on the same page", "meetings are a waste of time", "who's supposed…
PM decision quality auditor. Use this skill whenever a PM wants to audit a specific decision they made — not just whether it worked out, but whether it was a good decision by the criteria that define PM excellence. Trigger on: "was this the right call?", "I want to audit this decision", "I'm not sure I made this…
This skill should be used when someone needs to find, propose, or evaluate a focal point in a coordination, negotiation, or alignment problem. A focal point is a solution that people converge on without explicit agreement — because it is uniquely prominent, simple, or recognizable. Based on Thomas Schelling's "The…
PM alignment coach and router. Use this skill whenever a product manager (or someone managing products) wants to reflect on their own performance, check their behaviors against a standard of excellence, get coaching, practice a difficult scenario, audit a decision, or understand their blind spots. Trigger on phrases…
Ground persuasive writing in a real reason people buy. Use when writing or editing copy meant to make someone buy, subscribe, or act (landing pages, ads, offers, positioning), or when auditing a draft that reads as feature-speak — "why would anyone buy this?", "make this benefit-led", "what's the hook?".
Construct, critique, and audit arguments using the complete methodology from Weston's "A Rulebook for Arguments". Use when building a position, stress-testing logic, identifying fallacies, writing argumentative essays, or preparing for debate. Covers all 45 rules, 19 fallacies, 3 definition rules, deductive forms…
PM behavioral retrospective. Use this skill whenever a PM wants to debrief a specific situation they recently handled — a meeting, a conflict, a decision, a conversation with an engineer or designer, a feature that shipped badly, a standup that went sideways. The PM describes what happened and you map their actual…
Outside-in PM perspective generator. Use this skill whenever a PM wants to know how they're actually landing with their team — specifically with designers and engineers. You gather information about how the PM works, then generate a realistic simulation of what their teammates would say about them in a candid peer…
Analyze technology announcements to surface non-obvious strategic implications using Verbalized Sampling. Works against any context: a business, product, codebase, feature branch, personal project, career, or exploratory domain. Use when a new technology, feature, or capability is announced and you want to understand…
Generate diverse outputs by prompting for a probability distribution instead of a single response. Implements Verbalized Sampling (VS) from Zhang et al. 2025 — a training-free technique that counteracts LLM mode collapse caused by typicality bias in alignment data. Use when the task needs genuine diversity: creative…
This skill should be used when a user wants to identify which parts of a codebase are safe to modify with AI ("vibe code") and which require careful human engineering. It classifies files and modules into Leaf (safe to vibe), Branch (caution), or Trunk (hands off) based on dependency isolation, stability, and external…
Represent messy work as durable obligations, workflow building blocks, fragments, AI/automation insertion points, and exception queues. Use this whenever the user wants to analyze interviews, messy notes, customer research, operational workflows, PM workflows, vertical SaaS opportunities, AI insertion points…
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: