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AGENTS.mdA

AGENTS.md from cuhk-aim-group/neurodiscovery is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned

mdr add cuhk-aim-group/neurodiscovery/AGENTS.md@git:20261023.f74c2bd

Pins git:20261023.f74c2bd in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 14 of 14 checks passed
Kind: AGENTS.md file
Repository: cuhk-aim-group/neurodiscovery
Path: AGENTS.md
Versions recorded: 1
Latest version: git:20261023.f74c2bd, committed Oct 23, 2026
Size: 6,103 bytes
Repository stars: 93
License: MIT

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

# NeuroDiscovery agent guide

## Working rules

- Follow the current user request. Historical plans, archived instructions and old progress snapshots do not authorize restarting experiments, creating agents or dispatching requests.
- Read the relevant component guide before changing behavior. Update existing guides in place; do not create a document for every turn or revision.
- Keep changes scoped and preserve unrelated working-tree edits, source data, original responses, receipts, failed attempts and frozen artifacts.
- Never expose credentials. Record actual providers, models and unavailable controls accurately; never relabel historical results.
- Run checks appropriate to the change. Distinguish structural/execution verification from scientific validity, expert acceptance and full campaign completion.

## Documentation entry points

- Runtime, tools, skills, MCP and local development: `docs/NEURORUNTIME_ENGINEERING.md`.
- Model/provider configuration and compatibility: `docs/MODEL_COMPATIBILITY.md`.
- Knowledge graph, source qualification and extraction: `docs/GRAPH.md`.
- Hypothesis generation and ranking: `docs/IDEA.md`.
- Desktop/web interface: `docs/UI_DESIGN.md`.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add cuhk-aim-group/neurodiscovery/AGENTS.md@sha256:abd1275dd5c1c331

The line at the top of this page pins the label git:20261023.f74c2bd, 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_fqowmwl2qzmohllf.svg)](https://markdownregistry.com/a/art_fqowmwl2qzmohllf)

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

Versions

The registry has recorded 1 version of this file, committed on Oct 23, 2026.

version	committed	commit	size	audit
git:20261023.f74c2bd latest	2026-10-23	f74c2bd	6,103 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 (6103 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

cuhk-aim-group/neurodiscovery · 93 stars · license MIT · pushed 2026-10-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_fqowmwl2qzmohllf
GET https://markdownregistry.com/api/v1/resolve?ref=cuhk-aim-group/neurodiscovery/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/abd1275dd5c1c331b6abfb7b294f0a50f3916a4353707a1a37c681f59bd858ee

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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