ai-skills Cursor ruleA

ai-skills from amey-thakur/ai-skills is a Cursor rule: instructions the Cursor agent follows in that repo.

Install it, pinned
mdr add amey-thakur/ai-skills/.cursor/rules/ai-skills.mdc@git:20260721.9534dd9

Pins git:20260721.9534dd9 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
Cursor rule
Repository
amey-thakur/ai-skills
Path
.cursor/rules/ai-skills.mdc
Versions recorded
2
Latest version
git:20260721.9534dd9, committed Jul 21, 2026
First version recorded
Jul 21, 2026
Size
868 bytes
Repository stars
13
License
MIT

Operate the AI-SKILLS library autonomously, selecting the right skill or prompt for each task.

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

# Use this library autonomously

This repository is a library of AI-agent skills (methods to follow) and prompts
(templates to run). Use it without waiting for the user to name a skill.

For any task:

1. Name the task's intent (review code, write an email, debug, design, research).
2. Open `index.json` and match the intent against each skill's `use_when`
   trigger or each prompt's `description`.
3. Take the 1-3 entries that genuinely fit; one strong match beats three loose.
4. Follow a skill's `SKILL.md` method, or fill a prompt's `{variables}` and run.
5. Check the output against the entry's guardrail section (`## Boundaries`,
   `## Rules`, or similar) before finishing.

The full protocol is in `AGENTS.md`.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add amey-thakur/ai-skills/.cursor/rules/ai-skills.mdc@sha256:6b8da0f6d5c0519b

The line at the top of this page pins the label git:20260721.9534dd9, 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 badge

[![mdr](https://markdownregistry.com/badge/art_dh6uxkteymboazvf.svg)](https://markdownregistry.com/a/art_dh6uxkteymboazvf)

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

Versions

The registry has recorded 2 versions of this file, all committed on Jul 21, 2026.

versioncommittedcommitsizeaudit
git:20260721.9534dd9 latest2026-07-21 9534dd9 868 BA view · diff
git:20260721.fe3067c2026-07-21 fe3067c 830 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (868 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

amey-thakur/ai-skills · 13 stars · license MIT · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_dh6uxkteymboazvf
GET https://markdownregistry.com/api/v1/resolve?ref=amey-thakur/ai-skills/.cursor/rules/ai-skills.mdc
GET https://markdownregistry.com/api/v1/blob/6b8da0f6d5c0519be4e5fc587eaafa5dd49a334b6821f5283b72e560b1965117

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: Cursor rules vs AGENTS.md · which agent file does what.

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