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jasper0507/idea-harness

Put a harness on AI before it guesses. Clarifies vague app ideas into precise requirements via Socratic questioning. Works with Claude Code / Cursor / Codex / Hermes / OpenClaw.

🛠 AI-built Shell MIT GitHub ↗ site ↗
★ 2
stars
70
AI relevance
65
solo dev
1
tool sigs

SUMMARY AI summary by gpt-5-mini

Idea Harness is a small "clarification" skill for AI coding agents that converts a one-line, fuzzy app idea into a precise, machine-safe requirements brief. It’s designed for non-programmers or makers who fear LLMs will fill gaps with unwanted assumptions; it prevents autonomous guesswork by enforcing confirmed facts. Key features: - Seven decision-tree clarification thresholds and four precision checks - Deterministic state machine: gathering → needs-precision → blocked → ready - Asks one critical question at a time; Socratic follow-ups to expose hidden assumptions - Emits a requirements brief only when all checks pass; execution prompts generated only on explicit request Repo is skill-only (no runtime deps) and includes SKILL.md, STATE-MACHINE.md, PRECISION-GATE.md, OUTPUTS.md, examples. Recommended for turning vague ideas into minimal, correct first versions; not for full PRDs or immediate coding.

AI Coding Tools Used

This repository contains config files from these AI coding tools, indicating AI-assisted development.

Claude Code CLAUDE.md

DETECTED Detected AI stack

AI-related keywords found in this repo's description, topics, or README summary — grouped by category. Each badge links to the corresponding ranking detail page.

🤖 LLM models (1)
Claude

GitHub Topics

#ai-skill #claude-code #cursor-skill #idea-validation #no-code #prompt-engineering #requirements-clarification #socratic-method

Language breakdown (by bytes)

Shell
100%

Owner

Account
jasper0507
Type
User
Followers
1
Company
Sun Yat-sen University

Sun Yat-sen University,major in software engineering.

Dates

Created on GitHub 2026-04-29
Last push 2026-05-09
First seen here 2026-05-09
Last fetched 2026-05-09 18:21

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