Skills for Real Engineers. Straight from my .agents directory.
yao-demand-skill
Agent skill fromyaojingang/yao-open-skills
Evaluate product demand from product links, product descriptions, PRDs, websites, app-store pages, white papers, sales decks, screenshots, or funding materials using the demand triangle model: lack, target object, and consumer ability. Use when asked for demand assessment, pre-investment product review, growth diagnosis, positioning validation, competitor-backed demand evidence, or a multi-format demand report. Do not use for pure market sizing, generic business-model design, UX-only review, legal/financial advice, or ad-copy ideation without demand evidence.
How to install yao-demand-skill
npx skills add yaojingang/yao-open-skills# or add only this skill to Claude Code: copy the folder
skills/yao-demand-skill/
# into
~/.claude/skills/yao-demand-skill/ (all projects)
.claude/skills/yao-demand-skill/ (one project)
1# Yao Demand Skill23Evidence-backed demand assessment for products, services, apps, SaaS, AI tools, consumer goods, education products, and early-stage ventures.45## Use This Skill For67- assessing whether a product has a solid demand foundation before building, investing, launching, or scaling8- diagnosing weak conversion, weak retention, vague positioning, pricing friction, trust friction, or adoption barriers9- comparing direct competitors, indirect substitutes, current user workarounds, and the option of not buying10- producing a visual demand diagnosis report with citations, scores, red flags, 10+ chart modules, experiments, forecasts, and four final formats1112## Do Not Route Here1314- pure TAM/SAM/SOM market sizing without product-demand diagnosis15- generic monetization or business-model option design; use a business-model skill instead16- UX heuristic review without demand, JTBD, or adoption evidence17- legal, financial, medical, or investment advice as a final decision18- manipulative marketing designed to shame, scare, addict, or exploit vulnerable users1920## Workflow21221. Confirm the product input. Accept a URL, text description, PRD, website copy, docs, screenshot, app-store page, sales material, or funding deck. Ask only one concise question if no product substance is available.232. Build the product canvas: product definition, user, scenario, features, price, promise, business model, market, source list, and unresolved assumptions.24…
Excerpt shown under the repository's MIT license.
More skills in yao-open-skills
Similar skill repositories
An agentic skills framework & software development methodology that works.
A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.
Public repository for Agent Skills
Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
An AI skill that provides design intelligence for building professional UI/UX across multiple platforms.
