evolve-loop SKILL.md skillA
evolve-loop from reidemeister94/development-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add reidemeister94/development-skills/evolve-loop@git:20261031.a82a617Pins git:20261031.a82a617 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- reidemeister94/development-skills
- Path
skills/evolve-loop/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261031.a82a617, committed Oct 31, 2026
- Size
- 3,250 bytes
- Repository stars
- 12
- License
- MIT
Autonomous /goal loop that rethinks a project's design and adds features and improvements that can change its behavior, each change recorded and proven. Start it only when the user names evolve-loop.
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
# Evolve loop Evaluate this project in full, rethink its design and components from first principles, and add the features and improvements that make it more useful, correct, fast, and simple. Changes can alter logic and results. Each change is deliberate, recorded, and proven. Everything else stays identical. The arguments of the request can set a theme, a focus, a branch, or extra limits. Invoking this skill approves the work below within the [unattended-run limits](../../shared/unattended-runs.md). Work on a new branch, `evolve/loop-YYYY-MM-DD`, unless the arguments name one. When data matters, use representative dev or staging data. Test data migrations only on disposable databases. Build what the evidence supports. Write a proposal when a change needs the user's decision: unclear business rules, product scope, breaking changes, migrations of real data, permissions, or higher costs. ## Verification first Before changing behavior, agree with the user on the [definition of done](../create-test/SKILL.md#definition-of-done) and a proven [regression gate](../create-test/SKILL.md#regression-gate), as an [autonomous run](../create-test/SKILL.md#autonomous-work) requires. …
Read the whole file at its exact version.
How to install
mdr add reidemeister94/development-skills/evolve-loop@sha256:d275a5bf2b852c0cThe line at the top of this page pins the label git:20261031.a82a617, 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.
[](https://markdownregistry.com/a/art_quwymuewzbjce4sc)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 31, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3250 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
reidemeister94/development-skills · 12 stars · license MIT · pushed 2026-10-31 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_quwymuewzbjce4sc GET https://markdownregistry.com/api/v1/resolve?ref=reidemeister94/development-skills/evolve-loop GET https://markdownregistry.com/api/v1/blob/d275a5bf2b852c0ce6eadb16c220c19400869003bb624072143cda86ee0ebb74
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.