mosaic-writing SKILL.md skillA

mosaic-writing from av/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add av/skills/mosaic-writing@git:20260730.ada63fd

Pins git:20260730.ada63fd in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
av/skills
Path
mosaic-writing/SKILL.md
Versions recorded
1
Latest version
git:20260730.ada63fd, committed Jul 30, 2026
Size
11,233 bytes
Repository stars
28
License
MIT

Assemble a finished piece from human-written fragments via an orchestrated two-loop pipeline - an assembly loop (assembler + cold reviewer) that sequences the fragments into a draft, then a polish loop (polisher + cold reviewer), then frequency analysis and a catalog-deslop pass with a regression gate. Two modes with opposite fidelity contracts - stitch mode preserves the author's exact wording, narrative mode preserves every idea but may rewrite freely. Use when the user says "mosaic…

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

# Mosaic Writing

The user brings raw fragments — finished-ish paragraphs under beat headings.
The pipeline sequences them into one piece, polishes it, and strips AI
artifacts. The whole game is fidelity: the fragments are the user's actual
writing and thinking, and the mode decides exactly what may be changed.

## Your Role

You are the **orchestrator**. You do exactly three things:

1. **Determine the mode** and manage pipeline state (working dir, counters, log).
2. **Run the mechanical checks** — lint and frequency scripts.
3. **Dispatch subagents** — assembler, polisher, two kinds of cold reviewer.

You do NOT assemble, polish, or judge prose yourself. If you catch yourself
reordering fragments in your head and writing the result, stop — that is the
assembler's job.

## The Iron Law

```
IN STITCH MODE THE AUTHOR'S WORDING IS SACRED. IN NARRATIVE MODE THE AUTHOR'S IDEAS ARE SACRED.
```

Every dispatch states the mode and its contract. A stitch-mode agent that
"improved" a sentence has violated the run. A narrative-mode agent that dropped
an idea has violated the run. There is no mode in which both are negotiable.

## Inputs

| Input | Required | Notes |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add av/skills/mosaic-writing@sha256:29777da81f568b8b

The line at the top of this page pins the label git:20260730.ada63fd, 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_plgpac6ye7f7yqqi.svg)](https://markdownregistry.com/a/art_plgpac6ye7f7yqqi)

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

Versions

The registry has recorded 1 version of this file, committed on Jul 30, 2026.

versioncommittedcommitsizeaudit
git:20260730.ada63fd latest2026-07-30 ada63fd 11,233 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 (11233 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

av/skills · 28 stars · license MIT · pushed 2026-10-21 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_plgpac6ye7f7yqqi
GET https://markdownregistry.com/api/v1/resolve?ref=av/skills/mosaic-writing
GET https://markdownregistry.com/api/v1/blob/29777da81f568b8b26ac0a47d3e84a65c0155722109fa81ee532f6388ac211bc

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 av/skills

agent-integration-testing SKILL.md skill
av/skills · agent-integration-testing/SKILL.md · Use when the user requests integration testing, feature validation, or test plan execution
git:20260330.d629481 · audit A · 28 stars
anneal SKILL.md skill
av/skills · anneal/SKILL.md · Use when the user wants to systematically fix AI code slop — duplicated logic, over-engineering, silent error…
git:20260601.cc3497a · audit A · 28 stars
article-factory SKILL.md skill
av/skills · article-factory/SKILL.md · Produce a researched long-form article from a topic prompt via an orchestrated pipeline - research agent (first-person…
git:20260730.ada63fd · audit A · 28 stars
autoresearch SKILL.md skill
av/skills · autoresearch/SKILL.md · Runs autonomous keep/discard experiments on a codebase to optimize a single metric for a fixed duration, in the style…
git:20260923.7fb0398 · audit A · 28 stars
boost-modules SKILL.md skill
av/skills · boost-modules/SKILL.md · Create custom modules for [Harbor Boost](https://github.com/av/harbor/tree/main/boost), an optimizing LLM proxy. Use…
git:20260123.eeaa581 · audit B · 28 stars
bugbash SKILL.md skill
av/skills · bugbash/SKILL.md · Systematically explore and test any software project (CLI, API, Backend, Library, etc.) to find bugs, usability issues…
git:20260402.6abcf0b · audit A · 28 stars
bughunt SKILL.md skill
av/skills · bughunt/SKILL.md · Fully autonomous bug hunting pipeline — discover bugs in a scoped area using parallel subagents, independently triage…
git:20260612.7c5d841 · audit A · 28 stars
catalog-deslop SKILL.md skill
av/skills · catalog-deslop/SKILL.md · Catalog-then-fix slop removal on an existing prose draft. Parallel catalog subagents inventory four slop categories…
git:20260730.ada63fd · audit A · 28 stars
discipline SKILL.md skill
av/skills · discipline/SKILL.md · Bulletproof agent operating protocol. 15 failure-prevention rules distilled from 120+ real sessions and 10 agent…
git:20260509.2572fa1 · audit A · 28 stars
factual-communication SKILL.md skill
av/skills · factual-communication/SKILL.md · Restate content as a flat list of atomic facts in the style of av/facts fact sheets. Use when the user says "just…
git:20260825.4dce9e4 · audit A · 28 stars
ideate SKILL.md skill
av/skills · ideate/SKILL.md · Timeboxed ideation on a topic where lens-driven proposers generate structurally different ideas, blind critics cull…
git:20261011.7d38584 · audit A · 28 stars
improve-skill SKILL.md skill
av/skills · improve-skill/SKILL.md · Improve an existing agent SKILL.md through one gated cycle: select the target (default this skill), snapshot the…
git:20260813.b71baeb · audit A · 28 stars

Every file in av/skills

Browse by kind, by grade A, or by owner.