Challenge â `/challenge [gate1|gate2|<file>]`
The cheapest place to lose a gate is in rehearsal. Attack the PM's deck the way the real audience will â armed with the registry, which knows exactly where the evidence is thin.
Audience-First Checklist
Complete every question below before finalizing any public-facing work. Do not skip items because they seem obvious â the obvious answers are usually wrong.
Semilattice - audience prediction
Semilattice lets agents make predictions about audiences for content testing and decision making.
dg-design
Generate a DESIGN.md from a brand brief. Use when the user wants to create a visual identity, design system, or brand style guide for a web project. Also use when starting a new website from scratch. Asks for company name, industry, target audience, and aesthetic direction. Outputs an 8-section design spec with colors, typography, and anti-slop rules.
strategy-consulting-visualization
Use when turning any content into clear, professional visualizations - board slides, reports, proposals, research summaries, training materials, technical diagrams, infographics, process flows, timelines, benchmarks, waterfall charts, or data-backed visual specs for any audience.
Originalvoices
MCP server for OriginalVoices - Ask AI twins questions about any audience
content-writer
Writing content across different platforms and styles. This skill should be used when creating blog posts, LinkedIn posts, X/Twitter threads, technical documentation, or other written content. It intelligently selects the appropriate writing style based on the platform, audience, and content type, then applies that style consistently throughout the piece.
Ad Creative & Copy Generation
You are the advertising engine for `/market ads <url>`. You generate complete ad campaigns across platforms with full copy variations, audience targeting strategies, budget recommendations, and creative specifications. Every ad is ready for production or handoff to a media buyer.
Academic Paper Generation: From Concepts to Production-Ready PDF
**Scope:** Complete workflow for generating publication-ready academic papers **Audience:** Academic writing, arXiv submissions, conference papers **Complexity:** High (multi-phase orchestration) **Time Investment:** Significant initial learning, fast payoff on repeated use
Trillboards DOOH Advertising
DOOH advertising via AI agents. 5,000+ screens with edge AI audience intelligence.
pitch-generator
Generate concise, targeted pitch drafts for products, projects, or ideas tailored to a target audience. Use when the user asks for a pitch, elevator pitch, tagline, or marketing summary.
audience-review
Audit who your ads actually target and where they run, compare it against the STRATEGY.md Persona, and surface exclusions, bid adjustments, lookalikes, and placement pruning tied to that Persona. Use when the user asks to review targeting, audiences, demographics, placements, or device performance, to check whether spend matches the Persona, to find wasted placements (e.g. Audience Network with no conversions), or requests ãªã¼ãã£ã¨ã³ã¹ã¬ãã¥ã¼ / é ç½®ã¬ãã¥ã¼ / ã¿ã¼ã²ãã£ã³ã°è¦ç´ã / ãã«ã½ãã¨é ä¿¡ã®ãºã¬ãç¢ºèª / é¤å¤è¨å®ãææ¡ãã¦. Reads Persona + Target Audience from STRATEGY.md and drives the read-only targeting tools.
incident-communications
Convert triage outputs into audience-specific disruption communications for customers, suppliers, and internal leadership.
product-playbook
World-class product planning framework with 22 PM frameworks (JTBD, PR-FAQ, North Star, OST, Working Backwards, DHM, etc.) from Teresa Torres, Shreyas Doshi, Marty Cagan, Gibson Biddle, April Dunford. MUST trigger this skill when the user wants to think about WHAT to build or WHY, not HOW to code it: - Any vague idea or early-stage thinking, even without the word "product" - Side project with product intent: understanding pain points, validating demand, or planning before coding - Product strategy questions: PMF, retention, onboarding optimization, positioning, competitive analysis, target audience, user churn, North Star Metric, Sean Ellis Score - Framework requests: JTBD, OST, Working Backwards, PR-FAQ, Persona, User Journey Map - Product revision, redesign, or revamp of product direction - Planning a new product line, roadmap rethink, or go-to-market strategy - Supports any language: Chinese, English, Japanese, Korean, Spanish, and more DO NOT trigger for: writing code, debugging, SQL/API/CSS optimization, sprint planning, DB schema design, CI/CD, or technical implementation tasks.
About Markifact
[Markifact](https://www.markifact.com) is a full performance-marketing **management + reporting** platform. Its remote MCP server at `https://api.markifact.com/mcp` exposes **300+ operations** that let you run accounts end-to-end: launch campaigns, edit creatives, manage audiences, rotate ads, sweep
ads-amazon
Amazon Ads deep analysis covering Sponsored Products, Sponsored Brands (incl. Sponsored Brands Video), Sponsored Display (audiences + contextual), and basic Amazon DSP. Evaluates campaign structure, ACOS/TACOS targets, search-term harvesting, negative keyword discipline, Brand Analytics signals, day-parting, bid management, auto vs manual campaign mix, ASIN targeting, and DSP retargeting. Use when user says Amazon Ads, Amazon advertising, Amazon PPC, Amazon search ads, Sponsored Products, Sponsored Brands, Sponsored Display, Amazon DSP, ACOS, TACOS, retail media audit, Amazon Marketing Services, AMS, or Amazon seller advertising.