distill SKILL.md skillB

distill from yuno15-bb/greymatter-engine is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add yuno15-bb/greymatter-engine/distill@git:20260927.31ac526

Pins git:20260927.31ac526 in mdr.lock. Pin the fingerprint instead.

Audit grade
B, 16 of 17 checks passed
Kind
SKILL.md skill
Repository
yuno15-bb/greymatter-engine
Path
skills/distill/SKILL.md
Versions recorded
2
Latest version
git:20260927.31ac526, committed Sep 27, 2026
First version recorded
Jul 29, 2026
Size
1,765 bytes
Repository stars
3
License
Apache-2.0

Turn what was just worked out into a GreyMatter note — filed in the right zone, linked to what it relates to, indexed. Use when the user says "remember this", "save that", "note it down", "distill this session", or when a non-obvious problem has just been solved and the reasoning would otherwise be lost.

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

# Distill into a note

A session ends and its reasoning goes with it unless something is written down.
This writes it down, in the shape the trunk expects.

## What deserves a note

Only what a future reader could not re-derive cheaply:

- a defect and **how it was found**, not just the fix;
- a decision, its alternatives, and why they lost;
- a constraint that is not visible in the code.

Not: what the repository already records, what only matters to this
conversation, or a summary of work anyone could read from the diff.

## Shape

One fact per file, in `~/.greymatter/trunk/<zone>/<slug>.md` where zone is
`lessons` (cross-project), `projects/<name>`, `meta` (ways of working) or
`life`.

```markdown
---
name: <short-kebab-case-slug>
description: <one line — this is what recall ranks on, so make it say the fact>
metadata:
  type: reference
---

<the fact, stated so it is useful without this conversation>

Why: <what makes it non-obvious>

How to apply: <the reflex it should produce next time>
```

Link related notes with `[[their-slug]]`. Link generously — a link to a note
that does not exist yet marks something worth writing, not an error.

## Then
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add yuno15-bb/greymatter-engine/distill@sha256:c042c8893b8144aa

The line at the top of this page pins the label git:20260927.31ac526, 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_nxgqdn4cdu2cld4b.svg)](https://markdownregistry.com/a/art_nxgqdn4cdu2cld4b)

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

Versions

The registry has recorded 2 versions of this file, between Jul 29, 2026 and Sep 27, 2026, about one every 60 days.

versioncommittedcommitsizeaudit
git:20260927.31ac526 latest2026-09-27 31ac526 1,765 BB view · diff
git:20260729.12a9be52026-07-29 12a9be5 1,759 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 (1765 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

yuno15-bb/greymatter-engine · 3 stars · license Apache-2.0 · pushed 2026-09-30 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_nxgqdn4cdu2cld4b
GET https://markdownregistry.com/api/v1/resolve?ref=yuno15-bb/greymatter-engine/distill
GET https://markdownregistry.com/api/v1/blob/c042c8893b8144aa5bf5d4b167f12fda7787e01d44726f96d4324530ff7d22e2

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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