Home / ysskrishna / ai-agent-skills · GitHub

design-thinking SKILL.md skillA

design-thinking from ysskrishna/ai-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add ysskrishna/ai-agent-skills/design-thinking@v2026.10.5

Pins v2026.10.5 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: ysskrishna/ai-agent-skills
Path: skills/design-thinking/SKILL.md
Versions recorded: 5
Latest version: v2026.10.5, committed Oct 5, 2026
First version recorded: May 18, 2026
Size: 3,327 bytes
Repository stars: 17
License: MIT

Use for design thinking, or when a product or service problem needs user understanding before solutions: "what do users really need?", "how might we...", "plan a discovery sprint", "validate this concept". Skip when the spec is frozen or the task is code maintenance.

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

# Design Thinking

Fall in love with the problem, not the first solution. End with **what to learn next**, not just ideas.

## When to use

- A product, service or UX problem where the real user need is unclear.
- "How might we" framing, discovery sprints, concept validation before building.
- Reframing a request using what users actually do or say.

Skip: the spec is fully frozen and no discovery is wanted, or the task is code-only maintenance with no user problem to frame.

## Before you start

1. State in one block: **Design challenge** (who is affected, in what situation) and **Pass** (Empathize, Define, Ideate, Prototype, Test plan).
2. **Gather first.** Read tickets, interview notes, support threads, analytics or the product itself before writing Empathize. Ask up to 3 questions only for users, constraints or success signals that tools cannot answer.
3. **Light path.** Small ask: 1-2 lines per stage, 3 ideas, one prototype, 2 signals.
4. If Empathize has no real user input, say so in Define and keep the POV narrow. Never invent research.

## Stages

### 1. Empathize
- **Who:** primary user or stakeholder. Mark facts from the user versus `[INFERRED]`.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add ysskrishna/ai-agent-skills/design-thinking@sha256:90d1f4549feb7c84

The line at the top of this page pins the label v2026.10.5, 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_glcdtnvgwf2j66fe.svg)](https://markdownregistry.com/a/art_glcdtnvgwf2j66fe)

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

Versions

The registry has recorded 5 versions of this file, between May 18, 2026 and Oct 5, 2026, about one every 35 days.

version	committed	commit	size	audit
v2026.10.5 latest	2026-10-05	f2bebb8	3,327 B	A	view · diff
v2026.5.17	2026-05-18	1866e36	3,429 B	A	view · diff
v2026.5.17	2026-05-18	ceb6606	3,342 B	A	view · diff
v2026.5.17	2026-05-18	6afc97b	3,176 B	A	view · diff
v2026.5.17	2026-05-18	926b700	3,018 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 (3327 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

ysskrishna/ai-agent-skills · 17 stars · license MIT · pushed 2026-10-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_glcdtnvgwf2j66fe
GET https://markdownregistry.com/api/v1/resolve?ref=ysskrishna/ai-agent-skills/design-thinking
GET https://markdownregistry.com/api/v1/blob/90d1f4549feb7c84e6b1eedde4c2252def84185d2d2a3c19dbc91691794b18b6

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.

More from ysskrishna/ai-agent-skills

AGENTS.md AGENTS.md file

ysskrishna/ai-agent-skills · AGENTS.md

git:20261016.ac0d8a0 · audit A · 17 stars

analytical-thinking SKILL.md skill

ysskrishna/ai-agent-skills · skills/analytical-thinking/SKILL.md · Use for analytical thinking, or when a question needs breaking down and evidence: "why did metric X drop?", "what…