Chalk Labs
Need help deploying demand-validator?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/lyfeng-demand-validator
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
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What's inside
- Skill name
demand-validator- Description
- None
- License
- MIT
- Instructions
- 24 lines in SKILL.md · view on GitHub
Agent Skills spec issues
- missing YAML frontmatter
- name: missing
- description: missing
Files (1)
- SKILL.md
SKILL.md (first lines)
<!-- STATUS: BACKLOG — not yet implemented --> --- name: demand-validator description: "[BACKLOG] Validate whether a product idea solves a real problem before writing code." --- # Demand Validator (Backlog) **Status:** Not yet implemented. Design intent documented below. ## Planned Core Logic Search for authentic requests: "I wish there was a tool that...", "How do I do X without using [product]?", "Is there an alternative to [product] that does Y?" ## Planned Analysis Dimensions - How frequently does this need appear across communities? - How satisfied are users with existing solutions? - What is the gap between demand and current supply? ## Goal Answer "is this a real problem?" before the developer writes the first line of code.
From lyfeng/indie-research-toolkit, MIT.
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Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Apr 12, 2026 (6 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/lyfeng/indie-research-toolkit
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get demand-validator running in your business
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Cite this page
demand-validator skill. Agent Mart. https://agentmart.dev/skills/lyfeng-demand-validator (last updated 2026-10-24)