CLAUDE.mdA

CLAUDE.md from dfrostar/neuralmind is a CLAUDE.md file: the standing instructions Claude Code reads in that repo.

Install it, pinned
mdr add dfrostar/neuralmind/CLAUDE.md@git:20261029.ec6864b

Pins git:20261029.ec6864b in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
CLAUDE.md file
Repository
dfrostar/neuralmind
Path
CLAUDE.md
Versions recorded
16
Latest version
git:20261029.ec6864b, committed Oct 29, 2026
First version recorded
Jul 29, 2026
Size
16,000 bytes
Repository stars
39
License
a license file GitHub does not identify

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

# NeuralMind

Adaptive semantic code intelligence for AI coding agents. Reduces tokens
on code questions by 12-50× via progressive context disclosure, plus a
brain-like synapse layer that learns associations between code nodes
from how you actually use the codebase.

## Architecture

Two cooperating brains:

- **Claude (or any agent) = cortex.** Stateless reasoning over a
  working-memory window. NeuralMind never tries to reason here.
- **NeuralMind = hippocampus + associative cortex.** Persistent
  weighted graph of code nodes. Learns by Hebbian co-activation,
  decays unused edges, runs spreading activation for recall.

Communication channels: MCP tools, Claude Code lifecycle hooks
(`SessionStart`, `UserPromptSubmit`, `PreCompact`, `PostToolUse`),
the Hermes-Agent plugin's `pre_llm_call` / `post_tool_call` hooks,
and the file activity watcher.

## Layout

- `neuralmind/core.py` — orchestrator, public API
- `neuralmind/embedder.py` — graphify graph → ChromaDB embeddings
- `neuralmind/context_selector.py` — L0/L1/L2/L3 progressive disclosure
- `neuralmind/synapses.py` — SQLite-backed Hebbian synapse store
- `neuralmind/synapse_memory.py` — markdown export to Claude Code memory
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add dfrostar/neuralmind/CLAUDE.md@sha256:73cb1ec37403e7ba

The line at the top of this page pins the label git:20261029.ec6864b, 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 badge

[![mdr](https://markdownregistry.com/badge/art_pcmzjgut2tbw7otn.svg)](https://markdownregistry.com/a/art_pcmzjgut2tbw7otn)

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

Versions

The registry has recorded 16 versions of this file, between Jul 29, 2026 and Oct 29, 2026, about one every 6 days.

versioncommittedcommitsizeaudit
git:20261029.ec6864b latest2026-10-29 ec6864b 16,000 BA view · diff
git:20261028.0f1577f2026-10-28 0f1577f 15,699 BA view · diff
git:20261021.61916d32026-10-21 61916d3 15,764 BA view · diff
git:20261011.08f13fc2026-10-11 08f13fc 15,449 BA view · diff
git:20261009.3ab7ab22026-10-09 3ab7ab2 14,066 BA view · diff
git:20261007.113adf72026-10-07 113adf7 13,888 BA view · diff
git:20261006.347c9632026-10-06 347c963 13,654 BA view · diff
git:20261004.516a5f42026-10-04 516a5f4 11,869 BA view · diff
git:20261004.d9d68a82026-10-04 d9d68a8 11,869 BA view · diff
git:20261004.18069072026-10-04 1806907 11,288 BA view · diff
git:20260928.f69202c2026-09-28 f69202c 11,106 BA view · diff
git:20260818.04594d12026-08-18 04594d1 10,842 BA view · diff
git:20260801.e70a0fa2026-08-01 e70a0fa 9,338 BA view · diff
git:20260731.10575e52026-07-31 10575e5 8,488 BA view · diff
git:20260731.fc825052026-07-31 fc82505 8,487 BA view · diff
git:20260729.2ad797f2026-07-29 2ad797f 7,593 BA 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 (16000 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

dfrostar/neuralmind · 39 stars · license a license file GitHub does not identify · pushed 2026-11-01 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_pcmzjgut2tbw7otn
GET https://markdownregistry.com/api/v1/resolve?ref=dfrostar/neuralmind/CLAUDE.md
GET https://markdownregistry.com/api/v1/blob/73cb1ec37403e7bae296f5ed9b355d6b1c1f4e9bf48fd25d450f0a936d30eb62

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: what a CLAUDE.md file is · keeping AGENTS.md and CLAUDE.md in sync · which agent file does what.

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