fabric SKILL.md skillA

fabric from akillness/jeo-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add akillness/jeo-skills/fabric@v2.1.0

Pins v2.1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
akillness/jeo-skills
Path
.agent-skills/fabric/SKILL.md
Versions recorded
3
Latest version
v2.1.0, committed Apr 18, 2026
First version recorded
Mar 10, 2026
Size
10,325 bytes
Repository stars
52
License
none declared

Routing-first Fabric operator skill for reusable named AI transforms over stdin, files, transcripts, notes, logs, and cleaned web text. Use when the user wants Fabric patterns, custom pattern packs, shell-pipe composition, or `fabric --serve` workflows — not generic one-off chat prompting, repo-aware coding, or fully deterministic automation.

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

# Fabric

Use this skill when the real job is **running a reusable named AI transform over existing text/content with Fabric**.

Fabric is strongest when three things are true:
1. the input already exists or can be cleaned first,
2. the transform is repeatable enough to deserve a named pattern,
3. the output should be delivered through a CLI, shell pipeline, or lightweight HTTP surface.

Read these support docs before going deeper:
- [references/routing-and-mode-selection.md](references/routing-and-mode-selection.md)
- [references/operator-packets-and-route-outs.md](references/operator-packets-and-route-outs.md)
- [references/install-and-provider-setup.md](references/install-and-provider-setup.md)
- [references/pattern-workflow-recipes.md](references/pattern-workflow-recipes.md)

## When to use this skill
- The user explicitly wants **Fabric**.
- The user wants a **named pattern** instead of improvising a fresh prompt every time.
- The job is a repeatable transform over **stdin, files, transcripts, clipboard text, notes, logs, or cleaned article text**.
- The user wants a **custom pattern pack** for recurring work.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add akillness/jeo-skills/fabric@sha256:6cac10ce82c2d253

The line at the top of this page pins the label v2.1.0, 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_rklweclusb3tc3xu.svg)](https://markdownregistry.com/a/art_rklweclusb3tc3xu)

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

Versions

The registry has recorded 3 versions of this file, between Mar 10, 2026 and Apr 18, 2026, about one every 19 days. Its first recorded version is graded B and its latest A.

versioncommittedcommitsizeaudit
v2.1.0 latest2026-04-18 1903a46 10,325 BA view · diff
v2.0.02026-04-15 9eae319 12,886 BA view · diff
v1.1.02026-03-10 e67aba3 7,670 BB 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 (10325 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

akillness/jeo-skills · 52 stars · license none declared · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_rklweclusb3tc3xu
GET https://markdownregistry.com/api/v1/resolve?ref=akillness/jeo-skills/fabric
GET https://markdownregistry.com/api/v1/blob/6cac10ce82c2d253bfb42f3292ad5676f763ed43dce92c3cb9b10ed86d3e1582

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 akillness/jeo-skills

Other files named fabric

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fabric Cursor rule
hybridlabor-api/bdb-dev-optimized-agent-skills · .cursor/rules/fabric.mdc · Autonomous Multi-Agent Development Pipeline (/fabric)
git:20261021.3de4c64 · audit A · 7 stars
fabric Cursor rule
hybridlabor-api/aos · .cursor/rules/fabric.mdc · Autonomous Multi-Agent Development Pipeline (/fabric)
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fabric SKILL.md skill
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