PM-Copilot-by-Product-Faculty
Product discovery, PRDs, roadmaps, and stakeholder updates
Instructs the agent to load the user's persistent product memory at session start, surface stale risks and roadmap items, apply the correct PM framework per task, and offer to save new decisions back to memory.
All Skills in This Repository (65)
Pure Emerald Level Indicators
Productfculty-aipmproblem-framing
Articulate ambiguous product hypotheses into testable problem statements.
Productfculty-aipmvision-setting
Create three product vision drafts and check roadmap coherence.
Productfculty-aipmcontinuous-interview-synthesis
Cluster interview transcripts into user struggles and OST opportunity statements.
Productfculty-aipmbeachhead-mapping
Score customer segments and generate a ranked beachhead profile with expansion roadmap.
Productfculty-aipmsql-generation
Generate PostgreSQL-compatible CTE SQL queries for product analytics questions.
Productfculty-aipmregression-testing
Detect AI output regressions from model, prompt, or context changes.
Productfculty-aipmsolo-to-cpo
Map a PM career trajectory from solo PM to CPO with staged milestones.
Productfculty-aipmerror-analysis
Convert AI failure traces into structured categories with root-cause diagnoses.
Productfculty-aipmlaunch-announcement
Frame launch communications that convert feature updates into user value.
Productfculty-aipmstrategy-stack
Synthesizes vision, roadmap, OKRs and execution to scorecard strategy coherence and differentiation.
Productfculty-aipmpre-mortem
Identify potential failure modes in an initiative before launch.
Productfculty-aipmmemory
Read and append dated entries to a structured PM user-profile markdown file.
Frequently Asked Questions
FAQPage SchemaHow to install PM Copilot?▼
Run `npx skills add Productfculty-aipm/PM-Copilot-by-Product-Faculty --all -g -y` in your terminal to install all skills globally.
What does PM Copilot do for product managers?▼
It handles core PM workflows like writing PRDs, structuring roadmaps, triaging feedback, sizing markets, and drafting stakeholder updates, all grounded in your saved product context.
How does PM Copilot remember my product context?▼
It maintains a persistent memory profile of your product, stakeholders, roadmap, and open risks, and updates it after each meaningful session so you never re-brief it.
Does PM Copilot work with Claude Code and Cursor?▼
Yes. All skills follow the universal SKILL.md standard and run in Claude Code, Claude Desktop, Cursor, and other compatible environments.
Can non-technical PMs use PM Copilot?▼
Yes. You work in plain English through commands like /write-prd or /roadmap, and the built-in onboarding wizard sets up your profile in about five minutes.
