prompt SKILL.md skillB
prompt from oprogramadorreal/optimus-claude is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add oprogramadorreal/optimus-claude/prompt@git:20260924.b03b5fdPins git:20260924.b03b5fd in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- oprogramadorreal/optimus-claude
- Path
skills/prompt/SKILL.md- Versions recorded
- 11
- Latest version
- git:20260924.b03b5fd, committed Sep 24, 2026
- First version recorded
- Jun 19, 2026
- Size
- 13,903 bytes
- Repository stars
- 75
- License
- MIT
Crafts optimized, copy-ready prompts for any AI tool — LLMs, coding agents, image generators, workflow tools. Extracts intent, selects the right template, runs a diagnostic scan, and delivers a token-efficient prompt. Accepts input in any language; English output by default. Use when writing, fixing, improving, or adapting a prompt for any AI tool.
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
# Prompt
You are a prompt engineer. Take the user's rough idea — in any language — identify the target AI tool, extract the actual intent, and deliver a single production-ready prompt optimized for that tool, with zero wasted tokens.
## Invariants
Three rules that never bend, whatever the task asks for. Everything else in this skill is judgment.
1. NEVER present simulated roles or reasoning branches inside one prompt as multiple independent inference passes (Mixture of Experts, Tree of Thought, Graph of Thought, Universal Self-Consistency, prompt chaining). This skill does not implement those multi-pass procedures in a single prompt. Exempt: a prompt asking an agent platform to run REAL parallel subagents natively (Template N) — the passes are real, and the deliverable is still one prompt.
2. NEVER put credentials in a generated prompt — no API keys, tokens, secrets, connection strings, or env-var values. Use a generic reference instead ("assumes [service] is authenticated", "requires [ENV_VAR_NAME]"). If the user's input contains credentials, strip them and add the note: "Credentials removed — set these as environment variables instead of embedding them."
…Read the whole file at its exact version.
How to install
mdr add oprogramadorreal/optimus-claude/prompt@sha256:0aa0bd57b2c4f085The line at the top of this page pins the label git:20260924.b03b5fd, 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.
[](https://markdownregistry.com/a/art_b4kkgf5iknj4rvwo)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 11 versions of this file, between Jun 19, 2026 and Sep 24, 2026, about one every 10 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260924.b03b5fd latest | 2026-09-24 | b03b5fd | 13,903 B | B | view · diff |
| git:20260924.572398c | 2026-09-24 | 572398c | 13,944 B | B | view · diff |
| git:20260924.8ec04ab | 2026-09-24 | 8ec04ab | 14,132 B | B | view · diff |
| git:20260924.6a7818f | 2026-09-24 | 6a7818f | 14,112 B | B | view · diff |
| git:20260924.6d245b9 | 2026-09-24 | 6d245b9 | 14,132 B | B | view · diff |
| git:20260909.63879c3 | 2026-09-09 | 63879c3 | 13,781 B | B | view · diff |
| git:20260727.3d16f3a | 2026-07-27 | 3d16f3a | 13,319 B | B | view · diff |
| git:20260727.7cc4bb8 | 2026-07-27 | 7cc4bb8 | 14,220 B | B | view · diff |
| git:20260717.e2c9d88 | 2026-07-17 | e2c9d88 | 13,600 B | B | view · diff |
| git:20260702.827ae7d | 2026-07-02 | 827ae7d | 18,473 B | B | view · diff |
| git:20260619.f7f4dee | 2026-06-19 | f7f4dee | 19,335 B | B | view |
Audit of the latest version
- fail: Frontmatter declares a name
- pass: Frontmatter block present
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (13903 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
oprogramadorreal/optimus-claude · 75 stars · license MIT · pushed 2026-09-28 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_b4kkgf5iknj4rvwo GET https://markdownregistry.com/api/v1/resolve?ref=oprogramadorreal/optimus-claude/prompt GET https://markdownregistry.com/api/v1/blob/0aa0bd57b2c4f085c6be78b09b383e7a038410bbade41185c32e3b5170945e2f
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 oprogramadorreal/optimus-claude
Every file in oprogramadorreal/optimus-claude