disambiguate SKILL.md skillA

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

Install it, pinned
mdr add broomva/skills/disambiguate@git:20260917.b709d10

Pins git:20260917.b709d10 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
broomva/skills
Path
skills/tooling/disambiguate/SKILL.md
Versions recorded
3
Latest version
git:20260917.b709d10, committed Sep 17, 2026
First version recorded
Jul 29, 2026
Size
16,447 bytes
Repository stars
5
License
MIT

Rewrite a requirement so it can only be read one way. Distilled from ASD-STE100 Simplified Technical English — forty years of aerospace evidence about what a reader misreads when they cannot ask the author what he meant. Turns a vague ask ("handle errors gracefully", "the system should support X") into something atomic, owned, bounded, and testable, and says which of five reader-questions each defect leaves open. Ships a deterministic checker (scripts/disambiguate.py, stdlib only) that catches…

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

# disambiguate — make a requirement readable exactly one way

**A requirement is read by someone who cannot ask you what you meant.
Every reading your words permit is a system someone might build.**

## Why an aerospace writing standard is the right source

ASD-STE100 Simplified Technical English exists because maintenance manuals
were killing people. Technicians across dozens of first languages read
procedures written by native English engineers, misread them, and aircraft
came apart. The standard is not a style guide that emerged from taste. It is
an incident ledger. Each rule closes one observed way a reader went wrong.

Its design assumptions are worth stating plainly, because they are what makes
it transfer:

1. The reader may not share the author's language or background.
2. The reader **cannot ask a follow-up question.**
3. A misreading is expensive and discovered late.
4. The reader consumes **one unit at a time, out of context** — they do not
   read the document, they read the step in front of them.

Those four conditions describe a technician at 3am with a torque wrench. They
also describe, exactly, an engineer picking up your ticket, a contractor
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add broomva/skills/disambiguate@sha256:1c82714f297a487a

The line at the top of this page pins the label git:20260917.b709d10, 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_4c77mv5dewpxq5ll.svg)](https://markdownregistry.com/a/art_4c77mv5dewpxq5ll)

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

Versions

The registry has recorded 3 versions of this file, between Jul 29, 2026 and Sep 17, 2026, about one every 25 days.

versioncommittedcommitsizeaudit
git:20260917.b709d10 latest2026-09-17 b709d10 16,447 BA view · diff
git:20260821.b36c0ec2026-08-21 b36c0ec 16,395 BA view · diff
git:20260729.998e4312026-07-29 998e431 16,387 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 (16447 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

broomva/skills · 5 stars · license MIT · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_4c77mv5dewpxq5ll
GET https://markdownregistry.com/api/v1/resolve?ref=broomva/skills/disambiguate
GET https://markdownregistry.com/api/v1/blob/1c82714f297a487ae77cf0f2484860d6127dad1c6899d0f11423ec01e01ec42d

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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