AGENTS.mdA
AGENTS.md from eigenformai/modulo is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add eigenformai/modulo/AGENTS.md@git:20261102.e9a88acPins git:20261102.e9a88ac in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- eigenformai/modulo
- Path
AGENTS.md- Versions recorded
- 6
- Latest version
- git:20261102.e9a88ac, committed Nov 2, 2026
- First version recorded
- Nov 1, 2026
- Size
- 38,654 bytes
- Repository stars
- 40
- License
- none declared
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
# AGENTS.md — Instructions for AI agents
This file gives an AI agent everything needed to install and run this project without human help.
## What this is
A self-steering agent library: gives any local HF model the ability to steer its own activations via steering vectors. The model gets `steer`, `drop`, `report` and `create` tools. Vectors decay each turn (0.85×) so it can escape loops. The goal is to observe what happens when a model can modify its own cognition.
## Two ways to use it
### 1. As a library (for existing agent harnesses)
```python
from modulo import SteeringAgent
agent = SteeringAgent(model, tokenizer) # HF causal LM with model.model.layers
result = agent.step(messages) # -> StepResult
messages += [{"role": "assistant", "content": result.raw_output}]
messages += result.tool_messages() # tool results back to the model
```
Install it into the harness's environment with `pip install -e /path/to/modulo`. Keep the install editable so the default `vectors/` directory still resolves to the repo (or set `MODULO_VECTORS_DIR`).
…Read the whole file at its exact version.
How to install
mdr add eigenformai/modulo/AGENTS.md@sha256:7d6c8e949682a069The line at the top of this page pins the label git:20261102.e9a88ac, 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_pjejlz75s5cof3j4)
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Versions
The registry has recorded 6 versions of this file, between Nov 1, 2026 and Nov 2, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261102.e9a88ac latest | 2026-11-02 | e9a88ac | 38,654 B | A | view · diff |
| git:20261102.299488c | 2026-11-02 | 299488c | 33,782 B | A | view · diff |
| git:20261102.0aabaac | 2026-11-02 | 0aabaac | 32,188 B | A | view · diff |
| git:20261102.7ef5aed | 2026-11-02 | 7ef5aed | 31,230 B | A | view · diff |
| git:20261102.232a938 | 2026-11-02 | 232a938 | 29,519 B | A | view · diff |
| git:20261101.2e0eca8 | 2026-11-01 | 2e0eca8 | 28,484 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (38654 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
eigenformai/modulo · 40 stars · license none declared · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pjejlz75s5cof3j4 GET https://markdownregistry.com/api/v1/resolve?ref=eigenformai/modulo/AGENTS.md GET https://markdownregistry.com/api/v1/blob/7d6c8e949682a0694494b768e30ebd642a0577ec70267206a67a2eafba8e0011
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.