AI Skills

Build a pass/fail eval rubric and test set from real failure traces

Map AI bets, human-AI boundaries, and flywheels for product strategy decisions

Cluster NPS, support, interviews, and churn data into actionable themes

Decide when to hire, who to hire, and how to structure your first sales team.

Design community programs, ambassador tiers, and engagement playbooks.

Map competitors, status quo, and asymmetries into a brief you can defend

Build competitive battlecards, win/loss analyses, and market maps.

Plan discovery interviews that collect stories, not opinions

Plan a content strategy with topic clusters and a prioritized editorial calendar

Edit and sharpen existing marketing copy for clarity, tone, and conversion

Design CS org structures, segmentation tiers, and success metrics.

Turn analytics into narratives stakeholders act on, with hook and structure

Map viral, content, and product-led loops and pick the dominant one

Write survey questions that force prioritization and give actionable signal

Diagnose your founder-led sales bottleneck and codify a repeatable playbook.

Plan GTM strategy with positioning, channel mix, and content systems

Plan product launches: exclusives, lightning strikes, concentric circles

Create lead magnets that capture emails by delivering real upfront value

Score legal risks GREEN/YELLOW/ORANGE/RED on severity by likelihood.

Measure PMF with Sean Ellis, retention curves, and reference customers

Script your offer negotiation: success conditions first, then the salary ask.

Structure BD deals, diagnose network dependency, and protect the long-game.

Design partner tiers, co-marketing playbooks, and channel enablement

Design APIs, plan SDK strategy, and build developer marketplaces

Draft positioning using April Dunford's method and Andy Raskin's narrative

Design pricing tiers, run WTP analysis, and build a packaging matrix

Sort the backlog by conviction and impact, defend the cut list with frameworks

Run user research, JTBD interviews, and opportunity sizing from a prompt.

Plan launches, coordinate cross-functional teams, and run post-launch retros.

Shape product vision, strategy, roadmaps, and growth plans from context.

Prioritize roadmaps, run sprint planning, and align stakeholders

Set up a shared product context file used by all marketing skills

Draft PRDs, user stories, acceptance criteria, and technical specs from a brief.

Assess product-market fit, size markets, and frame competitive positioning

Draft press releases, media pitches, and crisis communication plans.

Design QBR programs, executive decks, and strategic account plans.

Design sales comp that rewards bookings, retention, and expansion.

Create sales collateral that helps reps close deals faster

Score RFPs, build competitive matrices, plan POCs in pre-sales

Rewrite your qualification framework and get a 'yes or no' on the first call.

Cut scope to fit a fixed time appetite using Shape Up, MVP, and Wizard of Oz

Draft a problem-led PRD with context, success metrics, and scope in minutes

Write Shape Up breadboards, shaping docs, and fat-marker sketches