Converts vague ideas into concrete, testable specifications with acceptance criteria. No implementation begins without a spec.
Install via CLI
openskills install DevelopersGlobal/ai-agent-skills---
name: idea-to-spec
description: Converts vague ideas into concrete, testable specifications with acceptance criteria. No implementation begins without a spec.
category: think
applies-to: [claude, gemini, cursor, copilot, any]
version: 1.0.0
---
## Overview
Vague ideas produce vague implementations. This skill transforms any idea — no matter how fuzzy — into a concrete specification with clear scope, acceptance criteria, and non-goals.
## When to Use
- At the start of any new feature
- When a request is ambiguous
- Before creating tasks or writing any code
## Process
### Step 1: Capture the Core Problem
1. Write: *"Users currently can't [do X], which causes [pain Y]."*
2. Identify: who has this problem? How often? What's the impact?
3. Distinguish problem from solution — don't spec a solution until the problem is understood.
**Verify:** You can state the problem without mentioning any implementation.
### Step 2: Define Success
4. Write 3–7 acceptance criteria in this format:
```
Given [context]
When [action]
Then [outcome]
```
5. Each criterion must be binary — either it passes or it doesn't.
6. Include negative cases: *"Given X, the system must NOT do Y."*
**Verify:** A QA engineer can test each criterion without asking for clarification.
### Step 3: Define Scope
7. **In scope**: List what is explicitly included.
8. **Out of scope**: List what is explicitly excluded — as important as what's included.
9. **Open questions**: List any decisions that still need resolution before implementation.
**Verify:** The out-of-scope list has at least 2 items.
### Step 4: Define Non-Functional Requirements
10. Performance: response time, throughput, scale targets.
11. Security: auth requirements, data sensitivity.
12. Reliability: uptime SLA, acceptable error rate.
## Verification
- [ ] Problem statement written without mentioning implementation
- [ ] Acceptance criteria in Given/When/Then format
- [ ] Each criterion is binary (pass/fail)
- [ ] Explicit out-of-scope list
- [ ] Open questions listed
## References
- [think-before-coding skill](../think-before-coding/SKILL.md)
- [task-decomposition skill](../task-decomposition/SKILL.md)
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