llms.txt@docsA
llms.txt@docs from dfrostar/neuralmind is an llms.txt file: plain text a project publishes for AI models to read.
mdr add dfrostar/neuralmind/docs/llms.txt@git:20261027.486b597Pins git:20261027.486b597 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- llms.txt file
- Repository
- dfrostar/neuralmind
- Path
docs/llms.txt- Versions recorded
- 21
- Latest version
- git:20261027.486b597, committed Oct 27, 2026
- First version recorded
- Aug 5, 2026
- Size
- 13,671 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 > Persistent, local-first codebase memory for AI coding agents. NeuralMind indexes a repository into a code graph, learns which files go together from how you actually work (a Hebbian synapse layer), and serves compact, ranked context to Claude Code, Codex, Cursor, Cline, Continue and any MCP client — so the agent starts each session already knowing where things are. On a reproducible public benchmark it finds the gold file on 40 of 40 queries, against 32 of 40 for keyword ripgrep (query keywords, top five matching files opened whole), at 31–67× fewer tokens than that ripgrep baseline, and 51–242× fewer than pasting every source file; on a larger 150-question eval it puts a gold file in the top five for 93.3% of questions and misses 10, published. MIT core, every feature free at 1 seat, `pip install neuralmind`. Key facts, each backed by a runnable eval with its data committed: …
Read the whole file at its exact version.
How to install
mdr add dfrostar/neuralmind/docs/llms.txt@sha256:c27d96a727ef7f16The line at the top of this page pins the label git:20261027.486b597, 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_dk3y6objl4f3envi)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 21 versions of this file, between Aug 5, 2026 and Oct 27, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261027.486b597 latest | 2026-10-27 | 486b597 | 13,671 B | A | view · diff |
| git:20261025.8b4e61f | 2026-10-25 | 8b4e61f | 13,449 B | A | view · diff |
| git:20261024.c04ca80 | 2026-10-24 | c04ca80 | 13,437 B | A | view · diff |
| git:20261022.3837974 | 2026-10-22 | 3837974 | 13,262 B | A | view · diff |
| git:20261022.3ca8a5b | 2026-10-22 | 3ca8a5b | 12,056 B | A | view · diff |
| git:20261021.61916d3 | 2026-10-21 | 61916d3 | 11,441 B | A | view · diff |
| git:20261021.c3155c9 | 2026-10-21 | c3155c9 | 11,008 B | A | view · diff |
| git:20261009.3ab7ab2 | 2026-10-09 | 3ab7ab2 | 9,731 B | A | view · diff |
| git:20261008.b9bc440 | 2026-10-08 | b9bc440 | 9,472 B | A | view · diff |
| git:20261007.113adf7 | 2026-10-07 | 113adf7 | 9,472 B | A | view · diff |
| git:20261006.347c963 | 2026-10-06 | 347c963 | 9,347 B | A | view · diff |
| git:20261005.169460f | 2026-10-05 | 169460f | 9,243 B | A | view · diff |
| git:20261004.36a55fa | 2026-10-04 | 36a55fa | 9,142 B | A | view · diff |
| git:20261004.516a5f4 | 2026-10-04 | 516a5f4 | 8,272 B | A | view · diff |
| git:20261004.bcad5b9 | 2026-10-04 | bcad5b9 | 8,189 B | A | view · diff |
| git:20260928.f69202c | 2026-09-28 | f69202c | 7,707 B | A | view · diff |
| git:20260831.49cb622 | 2026-08-31 | 49cb622 | 5,128 B | A | view · diff |
| git:20260831.4397e10 | 2026-08-31 | 4397e10 | 5,135 B | A | view · diff |
| git:20260820.85b2606 | 2026-08-20 | 85b2606 | 4,999 B | A | view · diff |
| git:20260811.7488474 | 2026-08-11 | 7488474 | 4,660 B | A | view · diff |
| git:20260805.61f9011 | 2026-08-05 | 61f9011 | 4,320 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (13671 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
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_dk3y6objl4f3envi GET https://markdownregistry.com/api/v1/resolve?ref=dfrostar/neuralmind/docs/llms.txt GET https://markdownregistry.com/api/v1/blob/c27d96a727ef7f163ebe059040b4f32bc9ee7f8b5a057370f3a028cf951a2594
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 add an llms.txt file to a website · which agent file does what.
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