huh SKILL.md skillA

huh from timharris707/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add timharris707/skills/huh@git:20260906.a9317e0

Pins git:20260906.a9317e0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
timharris707/skills
Path
plugins/clickai-codex/skills/author/huh/SKILL.md
Versions recorded
3
Latest version
git:20260906.a9317e0, committed Sep 6, 2026
First version recorded
Sep 5, 2026
Size
3,142 bytes
Repository stars
44
License
MIT

When a message did not land or pasted agent output needs translation, restate it plainly, expand shorthand, separate results from requests, and flag unsupported claims.

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

# Huh

Read the [Codex desktop binding](../../../CODEX.md) when this workflow needs harness mechanics, model routing, or recovery.

Decode one message that failed its reader. The explanation translates the target and adds no unsupported facts. If this is a side question during authorized work, answer it first and then continue that work unless the user paused or canceled it. The explanation itself authorizes no new changes.

## Target

Pasted text: decode that. Nothing pasted: decode your own most recent substantive message. Skip back past courtesies to the one carrying content, and use the conversation it sits in to resolve its references. A target from another session arrives without its context: resolve only what the text itself supports, and mark the rest unknown rather than guessing.

## The four moves

Work every move on the target.

1. **Restate.** Rewrite the whole message in complete plain sentences at the reader's altitude, defining every term of art in the sentence that first uses it.
2. **Expand the shorthand.** List every codename, label, abbreviation, or numbering scheme the message coined, each mapped to plain words, or marked unknown when the target does not say.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add timharris707/skills/huh@sha256:a0e7ef7ff879014d

The line at the top of this page pins the label git:20260906.a9317e0, 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_wcm6jorgpb646zzz.svg)](https://markdownregistry.com/a/art_wcm6jorgpb646zzz)

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

Versions

The registry has recorded 3 versions of this file, between Sep 5, 2026 and Sep 6, 2026, more than one a day.

versioncommittedcommitsizeaudit
git:20260906.a9317e0 latest2026-09-06 a9317e0 3,142 BA view · diff
git:20260906.e6000462026-09-06 e600046 3,077 BA view · diff
git:20260905.b0748d82026-09-05 b0748d8 3,054 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 (3142 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

timharris707/skills · 44 stars · license MIT · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_wcm6jorgpb646zzz
GET https://markdownregistry.com/api/v1/resolve?ref=timharris707/skills/huh
GET https://markdownregistry.com/api/v1/blob/a0e7ef7ff879014dc99ccc288654f3cbf3da383744eefb895b9cf01d6c7c04c3

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 timharris707/skills

Other files named huh

huh SKILL.md skill
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