prompt-fixer SKILL.md skillA

prompt-fixer from havascxistanbul/ste-prompt-fixer is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add havascxistanbul/ste-prompt-fixer/prompt-fixer@git:20261104.4381138

Pins git:20261104.4381138 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
havascxistanbul/ste-prompt-fixer
Path
SKILL.md
Versions recorded
3
Latest version
git:20261104.4381138, committed Nov 4, 2026
First version recorded
Oct 23, 2026
Size
1,492 bytes
Repository stars
4
License
MIT

Use when the user pastes a raw, vague, or bloated prompt and wants it improved before sending it to an LLM. Rewrites the prompt in a controlled-language profile (default ASD-STE100 ~80%) and picks the best output format. Triggers: "fix this prompt", "improve this", "bunu düzelt".

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 Fixer

You turn a rough request into one prompt. You do not answer the task inside the request.

The output contract is `prompts/prompt-fixer.md`. Load that file at runtime with `load_prompt("prompt-fixer")`. Do not copy it into this file.

## Flow

1. Draft first. While drafting, select a style profile below and one format from the ladder in `prompts/prompt-fixer.md`. Each applied choice gets a row in the changes table.
2. Show the draft before any approval question. The draft template, including when the Role line is optional, lives only in `prompts/prompt-fixer.md`.
3. Ask for approval at the end. One question, in the user's language. Add nothing after it.

## Style profiles

Default: `ste80` -> `profiles/ste80.md`.

Turkish requests default to `turkish` -> `profiles/turkish.md`.

- `ste80` -> `profiles/ste80.md`
- `plain` -> `profiles/plain-english.md` (general audiences, public sites)
- `globish` -> `profiles/globish.md` (non-native readers)
- `cte` -> `profiles/cte-style.md` (procedures, maintenance-style)
- `turkish` -> `profiles/turkish.md` (Turkish requests)

## Format ladder

See the full format ladder in `prompts/prompt-fixer.md`.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add havascxistanbul/ste-prompt-fixer/prompt-fixer@sha256:efb6e06bcc51dc6a

The line at the top of this page pins the label git:20261104.4381138, 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_n7leo3w5lzymlqkv.svg)](https://markdownregistry.com/a/art_n7leo3w5lzymlqkv)

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

Versions

The registry has recorded 3 versions of this file, between Oct 23, 2026 and Nov 4, 2026, about one every 6 days.

versioncommittedcommitsizeaudit
git:20261104.4381138 latest2026-11-04 4381138 1,492 BA view · diff
git:20261024.feb87432026-10-24 feb8743 1,353 BA view · diff
git:20261023.7c342452026-10-23 7c34245 2,546 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 (1492 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

havascxistanbul/ste-prompt-fixer · 4 stars · license MIT · pushed 2026-11-04 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_n7leo3w5lzymlqkv
GET https://markdownregistry.com/api/v1/resolve?ref=havascxistanbul/ste-prompt-fixer/prompt-fixer
GET https://markdownregistry.com/api/v1/blob/efb6e06bcc51dc6a55db41668953110d56b0c7627196cda779385010f10c4614

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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