source-driven-development SKILL.md skillB

This file is byte-identical to the first copy the registry indexed, one of 5 indexed copies. Same content hash, so the same checks give both the same grade.

source-driven-development from nota-america/forgecat-agent-profiles is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

mdr add nota-america/forgecat-agent-profiles/source-driven-development@git:20260916.3a6b22e

Pins git:20260916.3a6b22e in mdr.lock. Pin the fingerprint instead.

Audit grade

B, 16 of 17 checks passed

Kind

SKILL.md skill

Repository

nota-america/forgecat-agent-profiles

Path

profiles/addyosmani/agent-skills/for-cursor/.cursor/skills/source-driven-development/SKILL.md

Versions recorded

2

Latest version

git:20260916.3a6b22e, committed Sep 16, 2026

First version recorded

Jun 10, 2026

Size

10,038 bytes

Repository stars

93

License

Apache-2.0

Grounds every implementation decision in official documentation. Use when you want to verify an approach against the official docs before implementing it, or when you want authoritative, source-cited code free from outdated patterns. Use when building with any framework or library where correctness matters.

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

# Source-Driven Development

## Overview

Every framework-specific code decision must be backed by official documentation. Don't implement from memory — verify, cite, and let the user see your sources. Training data goes stale, APIs get deprecated, best practices evolve. This skill ensures the user gets code they can trust because every pattern traces back to an authoritative source they can check.

## When to Use

- The user wants code that follows current best practices for a given framework
- Building boilerplate, starter code, or patterns that will be copied across a project
- The user explicitly asks for documented, verified, or "correct" implementation
- Implementing features where the framework's recommended approach matters (forms, routing, data fetching, state management, auth)
- Reviewing or improving code that uses framework-specific patterns
- Any time you are about to write framework-specific code from memory

**When NOT to use:**

- Correctness does not depend on a specific version (renaming variables, fixing typos, moving files)
- Pure logic that works the same across all versions (loops, conditionals, data structures)
…

Read the whole file at its exact version.

How to install

mdr add nota-america/forgecat-agent-profiles/source-driven-development@sha256:c59faf851377f0ee

[![mdr](https://markdownregistry.com/badge/art_henmmd2adpwewtrp.svg)](https://markdownregistry.com/a/art_henmmd2adpwewtrp)

Versions

The registry has recorded 2 versions of this file, between Jun 10, 2026 and Sep 16, 2026, about one every 98 days. Its first recorded version is graded A and its latest B.

Audit of the latest version

Source

API

GET https://markdownregistry.com/api/v1/artifacts/art_henmmd2adpwewtrp
GET https://markdownregistry.com/api/v1/resolve?ref=nota-america/forgecat-agent-profiles/source-driven-development
GET https://markdownregistry.com/api/v1/blob/c59faf851377f0eeda45306398d16eb96d77ab1c2fd3e1a7fb58e9a0af33c1e9

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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