maestro-improve SKILL.md skillA

maestro-improve from reinamaccredy/maestro is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add reinamaccredy/maestro/maestro-improve@git:20261015.bb88913

Pins git:20261015.bb88913 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
reinamaccredy/maestro
Path
src/plugins/skills/maestro-improve/SKILL.md
Versions recorded
12
Latest version
git:20261015.bb88913, committed Oct 15, 2026
First version recorded
Aug 29, 2026
Size
12,721 bytes
Repository stars
235
License
MIT

Turn filed lessons into the smallest doctrine edit. Use when a Lead assigns improvement work for one target: group pending lessons, make one evidence-linked commit per target, return it for independent challenge, and process each accepted or rejected lesson without deleting history.

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

<!-- maestro-skill-version: dev -->

# maestro-improve

Use when a Lead assigns improvement work on one target to a Peer. The target is
the only parameter; a separate Peer challenges the returned candidate before
acceptance.

A correction that stays in a transcript is spent when that session ends. The
lesson record is what survives, and doctrine is the only thing a future session
actually reads. This skill is the one place the two are joined: it turns filed
corrections into the smallest edit that would have prevented them.

Folds rules from pstack's reflect and correct (Lauren Tan, MIT; notice in
THIRD_PARTY.md).

## The parameter

The target names the doctrine a lesson corrects: a recipe section, the SLP
Workspace Pack in `src/plugins/resources/SLP.md`, a Hub template, a
`skills/maestro-*` file, or a repository's Workspace Protocol. Where each one
lives, and what an edit to it costs, is in
[references/targets.md](references/targets.md).

## Intakes

Most lessons are filed at the correction, by the seat that took it. Two
intakes catch the ones nobody filed. Both end in `maestro lesson file`, and
neither edits doctrine. Filing is reversible, so it waits for no approval; the
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add reinamaccredy/maestro/maestro-improve@sha256:9605df7bbf2c2bf8

The line at the top of this page pins the label git:20261015.bb88913, 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_s3q43mw2shd3vpg2.svg)](https://markdownregistry.com/a/art_s3q43mw2shd3vpg2)

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

Versions

The registry has recorded 12 versions of this file, between Aug 29, 2026 and Oct 15, 2026, about one every 4 days.

versioncommittedcommitsizeaudit
git:20261015.bb88913 latest2026-10-15 bb88913 12,721 BA view · diff
git:20260928.0cda0002026-09-28 0cda000 7,574 BA view · diff
git:20260928.6bfedc22026-09-28 6bfedc2 7,068 BA view · diff
git:20260916.b5b4bd72026-09-16 b5b4bd7 7,068 BA view · diff
git:20260916.64d0bef2026-09-16 64d0bef 6,773 BA view · diff
git:20260916.ae958d52026-09-16 ae958d5 6,229 BA view · diff
git:20260906.de277ae2026-09-06 de277ae 5,469 BA view · diff
git:20260831.b406dd52026-08-31 b406dd5 5,467 BA view · diff
git:20260829.921a3fe2026-08-29 921a3fe 5,300 BA view · diff
git:20260829.1e7b1f92026-08-29 1e7b1f9 5,064 BA view · diff
git:20260829.2be47882026-08-29 2be4788 5,064 BA view · diff
git:20260829.3b379822026-08-29 3b37982 4,454 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 (12721 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

reinamaccredy/maestro · 235 stars · license MIT · pushed 2026-10-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_s3q43mw2shd3vpg2
GET https://markdownregistry.com/api/v1/resolve?ref=reinamaccredy/maestro/maestro-improve
GET https://markdownregistry.com/api/v1/blob/9605df7bbf2c2bf871fccfeacffff3d3ad88ed91457f51862dedf620a9ac7a1c

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 reinamaccredy/maestro

verify-maestro SKILL.md skill
reinamaccredy/maestro · .agents/skills/verify-maestro/SKILL.md · Verify a change in the maestro repository on the running product - install the checkout into a scratch HOME, doctor it…
git:20261015.7a7b7db · audit A · 235 stars
AGENTS.md AGENTS.md file
reinamaccredy/maestro · AGENTS.md
git:20261015.1610d62 · audit A · 235 stars
CLAUDE.md CLAUDE.md file
reinamaccredy/maestro · CLAUDE.md
git:20260901.0a485ce · audit B · 235 stars
maestro-bundle SKILL.md skill
reinamaccredy/maestro · src/plugins/skills/maestro-bundle/SKILL.md · Route work into the right maestro tier and drive the SPEC/NOTES/VERIFY bundle lifecycle - open, resume, close, recall.
git:20261015.bda094d · audit A · 235 stars
maestro-coach SKILL.md skill
reinamaccredy/maestro · src/plugins/skills/maestro-coach/SKILL.md · Decision support and grounded teaching for the human. Invoke when the user signals a message did not land ("wait…
git:20261015.bb88913 · audit A · 235 stars
maestro-council SKILL.md skill
reinamaccredy/maestro · src/plugins/skills/maestro-council/SKILL.md · Lead-only council for a hard-to-reverse fork - a neutral brief, sealed independent seats, one premise verifier on…
git:20260905.a4a54e8 · audit A · 235 stars
maestro-design SKILL.md skill
reinamaccredy/maestro · src/plugins/skills/maestro-design/SKILL.md · Resolve material unknowns blocking the next authorized slice, using research, grilling, prototypes, models, or…
git:20261015.bda094d · audit A · 235 stars
maestro-graph SKILL.md skill
reinamaccredy/maestro · src/plugins/skills/maestro-graph/SKILL.md · Drive a pre-known multi-agent path as a maestro graph - run it by name or from a file you just wrote, pull each agent…
git:20261015.bda094d · audit A · 235 stars
maestro-questionnaire SKILL.md skill
reinamaccredy/maestro · src/plugins/skills/maestro-questionnaire/SKILL.md · Turn a decision the user cannot fully answer into a Markdown questionnaire for the one person who can - filled in…
git:20260906.de277ae · audit A · 235 stars
maestro-verify SKILL.md skill
reinamaccredy/maestro · src/plugins/skills/maestro-verify/SKILL.md · Verify and close - cross-check coverage, run the VERIFY table, deliver the verdict, harvest durable lessons into…
git:20261015.bda094d · audit A · 235 stars
maestro-work SKILL.md skill
reinamaccredy/maestro · src/plugins/skills/maestro-work/SKILL.md · The contract every playbook shares - the brief a writer receives, the rules it writes by, the handback it returns, and…
git:20261015.bda094d · audit A · 235 stars

Every file in reinamaccredy/maestro

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