spec-organizer

Transform vague product ideas into technical and plain-language specifications.

2|Updated Apr 2, 2026

Search Tags:#workflow #documentation #requirements #spec #product-management #acceptance-criteria

Ready to run

npx skills add https://github.com/Randy-C-X/allanyiin_skills --skill spec-organizer

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: spec-organizer
Source: https://github.com/Randy-C-X/allanyiin_skills/tree/main/skills/spec-organizer
Command: npx skills add https://github.com/Randy-C-X/allanyiin_skills --skill spec-organizer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

spec-organizer helps you convert vague product ideas into concrete, actionable specifications, including technical specs, plain-language specs, and staged Codex/Claude Code development plans.

Core Features & Use Cases

Research-first workflow: gather concepts, compare alternatives, and identify gaps before drafting specs.
Dual-delivery outputs: produce a technical specification, a plain-language version, and a Codex/Claude Code stage plan.
Stage-based planning: break complex ideas into verifiable stages with clear DoD and handoff points.
Reuse-friendly guidance: include UI/IA considerations, data models, and testing criteria to support engineering, QA, and product reviews.
Edge/abuse handling and risk: document edge cases and include guardrails and validation rules.

Quick Start

Provide a fuzzy product idea and I will generate a complete spec in one go.

Frequently Asked Questions about spec-organizer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I turn fuzzy product ideas into actionable technical specifications?▼

To turn fuzzy product ideas into actionable technical specifications, provide your raw concepts to trigger a research-first workflow that identifies gaps and outputs complete technical specs with data models and acceptance criteria.

Can I generate a plain-language spec alongside technical requirements for product reviews?▼

Yes, you can generate a plain-language spec alongside technical requirements through dual-delivery outputs, ensuring product teams receive both technical specifications and accessible plain-language versions for stakeholder alignment.

How do I break complex requirements into staged development plans with clear DoD?▼

Breaking complex requirements into staged development plans with clear DoD involves stage-based planning that creates verifiable phases with defined handoff points, UI/IA considerations, and testing criteria for engineering teams.

Does this spec workflow handle edge cases and validation rules for engineering teams?▼

Yes, this spec workflow handles edge cases and validation rules for engineering teams by documenting edge and abuse scenarios while embedding guardrails directly into the generated technical specifications and development plans.

What is the best way to plan phased development using Codex or Claude Code?▼

The best way to plan phased development using Codex or Claude Code is generating dedicated stage plans that map documentation and deliver verifiable stages with clear stage gates for incremental coding execution.