This file is byte-identical to the first copy the registry indexed, one of 3 indexed copies. Same content hash, so the same checks give both the same grade.
idea-refine from naimkatiman/continuous-improvement is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
Refines ideas iteratively. Refine ideas through structured divergent and convergent thinking. Use "idea-refine" or "ideate" to trigger.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Idea Refine
Refines raw ideas into sharp, actionable concepts worth building through structured divergent and convergent thinking.
## How It Works
1. **Understand & Expand (Divergent):** Restate the idea, ask sharpening questions, and generate variations.
2. **Evaluate & Converge:** Cluster ideas, stress-test them, and surface hidden assumptions.
3. **Sharpen & Ship:** Produce a concrete markdown one-pager moving work forward.
## Usage
This skill is primarily an interactive dialogue. Invoke it with an idea, and the agent will guide you through the process.
```bash
# Optional: Initialize the ideas directory
bash /mnt/skills/user/idea-refine/scripts/idea-refine.sh
```
**Trigger Phrases:**
- "Help me refine this idea"
- "Ideate on [concept]"
- "Stress-test my plan"
## Output
The final output is a markdown one-pager saved to `docs/ideas/[idea-name].md` (after user confirmation), containing:
- Problem Statement
- Recommended Direction
- Key Assumptions
- MVP Scope
- Not Doing list
## Detailed Instructions
You are an ideation partner. Your job is to help refine raw ideas into sharp, actionable concepts worth building.
### Philosophy
…
The line at the top of this page pins the label git:20260507.4a6727c, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_26cu3vzagihh2542
GET https://markdownregistry.com/api/v1/resolve?ref=naimkatiman/continuous-improvement/idea-refine
GET https://markdownregistry.com/api/v1/blob/82cd83f2bd16c0fb527e6e4414e21db5334ceee3b823119e3f049c7f67d7ec23
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
naimkatiman/continuous-improvement · plugins/continuous-improvement/skills/audit/SKILL.md · Enforces Law 4 (Verify Before Reporting) of the 7 Laws of AI Agent Discipline. Audits a window of recent commits for…
naimkatiman/continuous-improvement · plugins/continuous-improvement/skills/deploy-receipt/SKILL.md · Enforces Law 4 (Verify Before Reporting) of the 7 Laws of AI Agent Discipline at the deploy seam. A merge into a branch…
naimkatiman/continuous-improvement · plugins/continuous-improvement/skills/gateguard/SKILL.md · Enforces Law 1 (Research Before Executing) of the 7 Laws of AI Agent Discipline. Fact-forcing gate that blocks…
naimkatiman/continuous-improvement · plugins/continuous-improvement/skills/goal-monitor/SKILL.md · Enforces Law 2 (Plan Is Sacred) of the 7 Laws of AI Agent Discipline. Detects when a session has drifted away from its…
naimkatiman/continuous-improvement · plugins/continuous-improvement/skills/grill-me/SKILL.md · Enforces Law 1 (Research Before Executing) of the 7 Laws of AI Agent Discipline. Interview the user relentlessly about…
naimkatiman/continuous-improvement · plugins/continuous-improvement/skills/grill-with-docs/SKILL.md · Enforces Law 1 (Research Before Executing) and Law 7 (Learn From Every Session) of the 7 Laws of AI Agent Discipline…
naimkatiman/continuous-improvement · plugins/continuous-improvement/skills/handoff/SKILL.md · Enforces Law 5 (Reflect After Every Session) of the 7 Laws of AI Agent Discipline. Compact the current conversation…
addyosmani/agent-skills · skills/idea-refine/SKILL.md · Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking. Use when an…
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-forgecat/skills/idea-refine/SKILL.md · Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking. Use when an…
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-forgecat/platforms/codex/.agents/skills/idea-refine/SKILL.md · Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking. Use when an…
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-codex/.agents/skills/idea-refine/SKILL.md · Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking. Use when an…
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-forgecat/platforms/cursor/.cursor/skills/idea-refine/SKILL.md · Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking. Use when an…
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-claude/.claude/skills/idea-refine/SKILL.md · Refines raw ideas into sharp, actionable concepts through
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-cursor/.cursor/skills/idea-refine/SKILL.md · Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking. Use when an…