writing-prompts SKILL.md skillA

writing-prompts from ampcode/official-plugins is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add ampcode/official-plugins/writing-prompts@git:20261018.874d98c

Pins git:20261018.874d98c in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
ampcode/official-plugins
Path
skills/writing-prompts/SKILL.md
Versions recorded
3
Latest version
git:20261018.874d98c, committed Oct 18, 2026
First version recorded
Sep 28, 2026
Size
11,926 bytes
Repository stars
21
License
none declared

Writes and revises text a model consumes: system prompts, tool and parameter descriptions, AGENTS.md and other agent guidance, skill descriptions, and prompt templates. Use when drafting, editing, or reviewing any of these. Load FIRST, before touching model instructions.

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

# Writing Model Instructions

## What a model instruction is

A model instruction is any text a model reads to decide how to behave: a system prompt, a tool name and description, a parameter description, the text a tool returns, an AGENTS.md or other guidance file, a skill description or body, or a prompt template. The model reads all of these together with the conversation, and its attention is limited. Every line competes with every other line. Text that does not change behavior still costs attention.

The goal is behavior, not prose. A good instruction reliably produces the intended behavior across the whole range of situations it covers, with the least text that achieves that. Clarity for the model comes first; everything else follows from it.

## Principles

### Be clear and direct

Name the situation, the behavior, and the boundary. Define a term before you use it. Use concrete nouns and verbs, short sentences, and one idea per sentence. The test: a new teammate with no context should be able to follow the text without asking a question. If they would be confused, the model will be too.

Weak: "Handle git operations carefully."
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add ampcode/official-plugins/writing-prompts@sha256:447bafc633be1fd0

The line at the top of this page pins the label git:20261018.874d98c, 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_4bbnjoausaddimcf.svg)](https://markdownregistry.com/a/art_4bbnjoausaddimcf)

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

Versions

The registry has recorded 3 versions of this file, between Sep 28, 2026 and Oct 18, 2026, about one every 10 days.

versioncommittedcommitsizeaudit
git:20261018.874d98c latest2026-10-18 874d98c 11,926 BA view · diff
git:20260929.7201b9d2026-09-29 7201b9d 11,740 BA view · diff
git:20260928.70853002026-09-28 7085300 11,705 BA 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 (11926 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

ampcode/official-plugins · 21 stars · license none declared · pushed 2026-11-01 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_4bbnjoausaddimcf
GET https://markdownregistry.com/api/v1/resolve?ref=ampcode/official-plugins/writing-prompts
GET https://markdownregistry.com/api/v1/blob/447bafc633be1fd0ccb3eb893625e481207c8535f40be4a585b894401877faad

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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Every file in ampcode/official-plugins

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