Home / shashankswe2020-ux / whoop-mcp · GitHub

idea-refine SKILL.md skillA

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 shashankswe2020-ux/whoop-mcp is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add shashankswe2020-ux/whoop-mcp/idea-refine@git:20260410.1a22ea0

Pins git:20260410.1a22ea0 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: shashankswe2020-ux/whoop-mcp
Path: .github/skills/idea-refine/SKILL.md
Versions recorded: 1
Latest version: git:20260410.1a22ea0, committed Apr 10, 2026
Size: 7,921 bytes
Repository stars: 176
License: MIT

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
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add shashankswe2020-ux/whoop-mcp/idea-refine@sha256:82cd83f2bd16c0fb

The line at the top of this page pins the label git:20260410.1a22ea0, 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.

Badge

[![mdr](https://markdownregistry.com/badge/art_cjj6jc4yvkrmhlq6.svg)](https://markdownregistry.com/a/art_cjj6jc4yvkrmhlq6)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Apr 10, 2026.

version	committed	commit	size	audit
git:20260410.1a22ea0 latest	2026-04-10	1a22ea0	7,921 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (7921 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

shashankswe2020-ux/whoop-mcp · 176 stars · license MIT · pushed 2026-10-30 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_cjj6jc4yvkrmhlq6
GET https://markdownregistry.com/api/v1/resolve?ref=shashankswe2020-ux/whoop-mcp/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.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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