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AGENTS.mdA

AGENTS.md from agenttoolkit/altk-evolve is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned

mdr add agenttoolkit/altk-evolve/AGENTS.md@git:20260425.68cbfbf

Pins git:20260425.68cbfbf in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 14 of 14 checks passed
Kind: AGENTS.md file
Repository: agenttoolkit/altk-evolve
Path: AGENTS.md
Versions recorded: 5
Latest version: git:20260425.68cbfbf, committed Apr 25, 2026
First version recorded: Feb 25, 2026
Size: 4,612 bytes
Repository stars: 135
License: Apache-2.0

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

# What is Evolve?
Evolve is a Python library and service which enables AI agents to improve through self-reflection.

## Key Concepts
- **Trajectory**: A recorded agent conversation
- **Entity**: Anything which is appropriately stored in a vector database, such as a guideline, policy, or some other knowledge.
- **Namespace**: Isolated storage for entities
- **Conflict Resolution**: LLM-based merging of duplicate/conflicting entities
- **Guidelines**: Instructions intended to assist an agent in completing some task

## Architecture Flow
1. Agent completes some task, and the resulting trajectory is automatically saved into a logging framework such as Langfuse or Arize Phoenix.
2. The agent can call the sync MCP function, or the user can manually sync, which causes evolve to process the trajectory and save any generated guidelines.
3. Generated guidelines are stored as entities with conflict resolution applied.
4. Future agents can query the Evolve MCP server to fetch guidelines for similar tasks

## Project Directory Tree (Some files omitted for brevity)
```text
.
├── demo (Files used by the Claude Code demo)
│   ├── filesystem
│   └── workdir
├── docs (Data used by README files)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add agenttoolkit/altk-evolve/AGENTS.md@sha256:50c72ce1e9ddcd40

The line at the top of this page pins the label git:20260425.68cbfbf, 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_rzgocdecf6zw4gnc.svg)](https://markdownregistry.com/a/art_rzgocdecf6zw4gnc)

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

Versions

The registry has recorded 5 versions of this file, between Feb 25, 2026 and Apr 25, 2026, about one every 15 days.

version	committed	commit	size	audit
git:20260425.68cbfbf latest	2026-04-25	68cbfbf	4,612 B	A	view · diff
git:20260403.a26429d	2026-04-03	a26429d	4,606 B	A	view · diff
git:20260330.705c75e	2026-03-30	705c75e	4,601 B	A	view · diff
git:20260303.2c715dc	2026-03-03	2c715dc	4,601 B	A	view · diff
git:20260225.16aeb78	2026-02-25	16aeb78	3,951 B	A	view

Audit of the latest version

A 14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Size between 200 bytes and 200 KB (4612 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

agenttoolkit/altk-evolve · 135 stars · license Apache-2.0 · pushed 2026-10-28 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_rzgocdecf6zw4gnc
GET https://markdownregistry.com/api/v1/resolve?ref=agenttoolkit/altk-evolve/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/50c72ce1e9ddcd4050252178385c6337d8b3ed45dca6ed82cca46e4e2e582655

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: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.

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