plainly SKILL.md skillB

plainly from vzakharov/muthur is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add vzakharov/muthur/plainly@git:20261014.0f16275

Pins git:20261014.0f16275 in mdr.lock. Pin the fingerprint instead.

Audit grade
B, 16 of 17 checks passed
Kind
SKILL.md skill
Repository
vzakharov/muthur
Path
.claude/skills/plainly/SKILL.md
Versions recorded
5
Latest version
git:20261014.0f16275, committed Oct 14, 2026
First version recorded
Sep 11, 2026
Size
5,881 bytes
Repository stars
22
License
MIT

Explain something to a person in plain language, cause first. Invoked bare at an answer that did not land — a re-asked question, a "just tell me", punctuation doing the complaining — it re-explains that answer as a causal chain; invoked with a question, it answers that question under the house rule, investigation included; either way it shows the smallest concrete example of what the answer says. Names six defects — symptom-as-finding, buried lede, untranslated nouns, broken chain, fog…

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

This file is the procedure: the invocations, the pass, and the six defects it
runs a draft against.

`.claude/voice/voice.md` is the other thing, resident in every session because
`CLAUDE.md` imports it: how this team wants to be talked to. The two agree here,
this team's manner being a plain one, and they drift independently — a house
voice can be deliberately less plain and still want a way to ask for something
plainer. Neither tracks the other.

## Two invocations

- **Bare, at an answer that did not land.** Re-explain your own previous answer
  as a causal chain in plain words. The operator is telling you the last one
  failed, so a longer version of it fails again; what was missing is the _why_,
  not the _more_.
- **With a question.** Answer that question under the rule, investigation
  included — find the cause before writing, not after being asked twice.

Either way the output is an answer, not a plan to produce one.

## The pass

1. **Name what the answer rests on, or go find it.** A cause where something
   happened, a reason where something was chosen, a constraint where something
   could not be otherwise — the question decides which, and not every question
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add vzakharov/muthur/plainly@sha256:a6ce560fc8f6b30c

The line at the top of this page pins the label git:20261014.0f16275, 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_vdxnlpojas4zgzlw.svg)](https://markdownregistry.com/a/art_vdxnlpojas4zgzlw)

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

Versions

The registry has recorded 5 versions of this file, between Sep 11, 2026 and Oct 14, 2026, about one every 8 days.

versioncommittedcommitsizeaudit
git:20261014.0f16275 latest2026-10-14 0f16275 5,881 BB view · diff
git:20261013.4e5c0412026-10-13 4e5c041 5,881 BB view · diff
git:20260922.6884e962026-09-22 6884e96 5,893 BB view · diff
git:20260914.3c3ce162026-09-14 3c3ce16 4,733 BB view · diff
git:20260911.f4de0e12026-09-11 f4de0e1 4,728 BB view

Audit of the latest version

B  16 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: Frontmatter declares a name
  • pass: Frontmatter block present
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5881 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

GitHub

vzakharov/muthur · 22 stars · license MIT · pushed 2026-10-30 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_vdxnlpojas4zgzlw
GET https://markdownregistry.com/api/v1/resolve?ref=vzakharov/muthur/plainly
GET https://markdownregistry.com/api/v1/blob/a6ce560fc8f6b30c00231920dbb92f0a2d9613baa7aab40cb3c3286327f0692a

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 vzakharov/muthur

CLAUDE.md@.claude/cold-cache CLAUDE.md file
vzakharov/muthur · .claude/cold-cache/CLAUDE.md
git:20261026.79f8fb3 · audit A · 22 stars
CLAUDE.md@.claude/context-budget CLAUDE.md file
vzakharov/muthur · .claude/context-budget/CLAUDE.md
git:20261029.ade5154 · audit A · 22 stars
CLAUDE.md@.claude/costs CLAUDE.md file
vzakharov/muthur · .claude/costs/CLAUDE.md
git:20261029.ade5154 · audit A · 22 stars
CLAUDE.md@.claude/keepalive CLAUDE.md file
vzakharov/muthur · .claude/keepalive/CLAUDE.md
git:20261027.34a00c5 · audit A · 22 stars
CLAUDE.md@.claude/skills CLAUDE.md file
vzakharov/muthur · .claude/skills/CLAUDE.md
git:20261014.0f16275 · audit A · 22 stars
audit-github-backlog SKILL.md skill
vzakharov/muthur · .claude/skills/audit-github-backlog/SKILL.md · Sweep the whole open GitHub backlog — every open issue and PR — judging each against today's code, and produce a…
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vzakharov/muthur · .claude/skills/bootstrap-workflow-dispatch/SKILL.md · Temporarily bootstrap a newly renamed or newly added `workflow_dispatch` workflow so GitHub can dispatch it before the…
git:20261014.0f16275 · audit B · 22 stars
branch-rename SKILL.md skill
vzakharov/muthur · .claude/skills/branch-rename/SKILL.md · Rename the current auto-generated session branch (e.g. `claude/<adjective>-<noun>-<hash>`) to a semantic name derived…
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check-merge SKILL.md skill
vzakharov/muthur · .claude/skills/check-merge/SKILL.md · Check once whether the branch's merge target (the branch its PR is based on) advanced or the PR landed since the branch…
git:20261027.34a00c5 · audit B · 22 stars
detemplate SKILL.md skill
vzakharov/muthur · .claude/skills/detemplate/SKILL.md · Turn a fresh "Use this template" fork into an actual project: profile the tree, decide group by group what travels, and…
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dry SKILL.md skill
vzakharov/muthur · .claude/skills/dry/SKILL.md · Review code from the current (or clearly-restored) session for DRY opportunities. Apply the obvious wins immediately…
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finalize SKILL.md skill
vzakharov/muthur · .claude/skills/finalize/SKILL.md · Finalize (a.k.a. "prep merge") — land prep: verify there's a draft PR, run the quality passes (`/polish`), run the vet…
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