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improve-solution SKILL.md skillA

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

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

Install it, pinned

mdr add stempeck/agentfactory/improve-solution@git:20260916.8d1a006

Pins git:20260916.8d1a006 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: stempeck/agentfactory
Path: .claude/skills/improve-solution/SKILL.md
Versions recorded: 1
Latest version: git:20260916.8d1a006, committed Sep 16, 2026
Size: 11,527 bytes
Repository stars: 3
License: AGPL-3.0

Propagates every decision, correction, and override from a solution-design conversation into design-doc.md and implementation_plan_outline.md so that every affected statement is rewritten to the current truth — consumable by agents with zero human interpretation — then spawns an independent /rootcause-review of the updated plan and closes the feedback loop. Use after any dialogue that changed a solution design, by running /improve-solution [path-to-design-dir].

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

# Improve Solution — Conversation-to-Documentation Propagation

## Trigger

`/improve-solution [dir]` after a conversation that produced decisions, corrections, or
overrides about a solution design. `dir` is the directory holding `design-doc.md` and
`implementation-plan/implementation_plan_outline.md` (if omitted, discover it from the
conversation — e.g. `.designs/<issue>/` — and confirm the paths before editing).

## The Contract This Skill Enforces

The consumer of these documents is ALWAYS an agent, an LLM, or a formula/SKILL executing
what is written. It is NEVER a human. An agent consumer takes whatever text it lands on
literally — it does not arbitrate between a correction section and the stale text below it.
Therefore:

**RULE 1 — Single truth, stated everywhere.** After this skill runs, ANY section of either
document read in isolation states the current decision. A document that needs a precedence
rule to be read correctly is BROKEN for agent consumption.

**RULE 2 — Sources are edited; derived documents are reconciled whole.** `design-doc.md`
is the source of truth. `implementation_plan_outline.md` is derived from it. A derived
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add stempeck/agentfactory/improve-solution@sha256:033d09d1b291b42b

The line at the top of this page pins the label git:20260916.8d1a006, 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](https://markdownregistry.com/badge/art_qdnzjqzh5ao6vhs6.svg)](https://markdownregistry.com/a/art_qdnzjqzh5ao6vhs6)

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

Versions

The registry has recorded 1 version of this file, committed on Sep 16, 2026.

version	committed	commit	size	audit
git:20260916.8d1a006 latest	2026-09-16	8d1a006	11,527 B	A	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 (11527 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

stempeck/agentfactory · 3 stars · license AGPL-3.0 · pushed 2026-11-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_qdnzjqzh5ao6vhs6
GET https://markdownregistry.com/api/v1/resolve?ref=stempeck/agentfactory/improve-solution
GET https://markdownregistry.com/api/v1/blob/033d09d1b291b42b8fffdf20600b88c23a64bf75a8775624a85976e5b73319b9

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.