prompt-comprehension SKILL.md skillA
prompt-comprehension from muvon/octomind-tap is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add muvon/octomind-tap/prompt-comprehension@git:20261108.a3ce67aPins git:20261108.a3ce67a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- muvon/octomind-tap
- Path
skills/prompt-comprehension/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261108.a3ce67a, committed Nov 8, 2026
- First version recorded
- Oct 27, 2026
- Size
- 10,655 bytes
- Repository stars
- 6
- License
- Apache-2.0
Test that prompt wording is read the same by a list of models with multiple-choice checks, then tune it. Use when a model misreads a prompt rule.
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
## Overview Models read the same instruction differently. One takes "never poll it" to allow a single `ps`; another reads a ban on writing files as covering only the repo root. This skill measures that. For each text it builds a multiple-choice scenario test plus a restatement step, runs it on every listed model, scores the answers against a key, and edits the wording by the fewest words that remove each misreading. It ends with a result table, the misreadings found, and the final wording. Use it when a rule has to hold across models, when a model is seen misreading an instruction, or before wording ships to weaker models. Skip it for single-model prompts, and for judging output quality or task success (that is an eval suite). ## Mental model - The test measures reading, not capability. A model sees the text and the questions and nothing else. …
Read the whole file at its exact version.
How to install
mdr add muvon/octomind-tap/prompt-comprehension@sha256:2c3a90692191892bThe line at the top of this page pins the label git:20261108.a3ce67a, 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_provuzj2hv2avs7z)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Oct 27, 2026 and Nov 8, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261108.a3ce67a latest | 2026-11-08 | a3ce67a | 10,655 B | A | view · diff |
| git:20261027.cccd52d | 2026-10-27 | cccd52d | 11,101 B | A | view · diff |
| git:20261027.ae6e220 | 2026-10-27 | ae6e220 | 9,979 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (10655 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
muvon/octomind-tap · 6 stars · license Apache-2.0 · pushed 2026-11-08 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_provuzj2hv2avs7z GET https://markdownregistry.com/api/v1/resolve?ref=muvon/octomind-tap/prompt-comprehension GET https://markdownregistry.com/api/v1/blob/2c3a90692191892bfbe0e828c01ff3fe8f073f24d1023fb04c175fddcb39a79e
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.