Agent Skills by Product Faculty
Showing 65 vetted skills indexed across 1 GitHub repositories.
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.
Productfculty-aipmproduct-work-levels
Diagnose product work disconnects using Shreyas Doshi's three-level framework.
Productfculty-aipmepic-breakdown
Decompose large initiatives into sequenced epics with an Epic Template.
Productfculty-aipmpricing-review
Evaluate SaaS and AI-feature product pricing models and recommend tiered structures with value metrics and price points.
Productfculty-aipmtechnical-pm
Assess technical credibility and generate a 30-day learning plan for product managers.
Productfculty-aipmbecoming-senior-pm
Assess five senior PM behaviors and generate a prioritized six-month development plan.
Productfculty-aipmeval-suite-design
Design evaluation suites with three-layer run plans for AI product features.
Productfculty-aipmfeedback-triage
Cluster user feedback into ranked themes with prioritized recommendations.
Productfculty-aipmcompetitive-positioning
Analyze competitors and generate a 7 Powers assessment and Dunford positioning statement.
Productfculty-aipmmessaging-hierarchy
Translate positioning inputs into a structured messaging hierarchy with taglines and proof points.
Productfculty-aipmeng-brief
Translate product requirements and PRDs into engineering-ready briefs with acceptance criteria.
Productfculty-aipmaltitude-horizon
Assess a product manager's altitude and planning horizon against role expectations.
Productfculty-aipmopportunity-solution-tree
Map user and business outcomes to structured opportunities and candidate solutions.