prompt-engineering SKILL.md skillA

prompt-engineering from doodledood/manifest-dev is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add doodledood/manifest-dev/prompt-engineering@git:20261001.e957e91

Pins git:20261001.e957e91 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
doodledood/manifest-dev
Path
claude-plugins/manifest-dev-tools/skills/prompt-engineering/SKILL.md
Versions recorded
5
Latest version
git:20261001.e957e91, committed Oct 1, 2026
First version recorded
Jun 8, 2026
Size
10,099 bytes
Repository stars
75
License
MIT

Create, update, review, or discuss an LLM prompt — a system prompt, a skill, or an agent. Use when writing or improving a prompt, discussing a skill or agent, diagnosing prompt failures, or when the user says a prompt needs work.

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

A prompt states a goal and gets out of the way. Everything else in it is load — spent on every run, taken from the attention the model would otherwise put on the work — so each line has to buy more than it costs. What follows decides three things: whether a line exists, where it sits, and how it is worded.

## Where a line came from

Ask this before asking whether the line helps. A line can be true, relevant, and still worth cutting, so usefulness does not settle it. Provenance does, and you can answer it from memory:

- **The user ruled it** — a decision, preference, or constraint they stated. Nothing derives it. Keep.
- **The world holds it, out of the run's reach** — an unwritten convention, a failure you observed, a fact outside what the run will read. Keep, and prefer a pointer to the source over a copy that can go stale.
- **It counteracts a default you have watched the model take** — keep, when the default is observed rather than feared.
- **You worked it out from material the run will also read** — cut. A conclusion available in the corpus is one the run reaches itself, so writing it down buys nothing and spends load on every invocation.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add doodledood/manifest-dev/prompt-engineering@sha256:57e93654888a3403

The line at the top of this page pins the label git:20261001.e957e91, 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_o7ro7vcmedwi2fsl.svg)](https://markdownregistry.com/a/art_o7ro7vcmedwi2fsl)

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

Versions

The registry has recorded 5 versions of this file, between Jun 8, 2026 and Oct 1, 2026, about one every 29 days.

versioncommittedcommitsizeaudit
git:20261001.e957e91 latest2026-10-01 e957e91 10,099 BA view · diff
git:20260830.af30ac62026-08-30 af30ac6 10,111 BA view · diff
git:20260817.6ae6dce2026-08-17 6ae6dce 9,407 BA view · diff
git:20260610.0b439542026-06-10 0b43954 2,982 BA view · diff
git:20260608.88a7a5c2026-06-08 88a7a5c 2,844 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 (10099 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

doodledood/manifest-dev · 75 stars · license MIT · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_o7ro7vcmedwi2fsl
GET https://markdownregistry.com/api/v1/resolve?ref=doodledood/manifest-dev/prompt-engineering
GET https://markdownregistry.com/api/v1/blob/57e93654888a34033440ce8c84dd61b7155e11a93b27d1a22b8bc5ea87bb621f

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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