llms-full.txt@docs llms.txt fileB

llms-full.txt@docs from sipyourdrink-ltd/bernstein is an llms.txt file: plain text a project publishes for AI models to read.

Install it, pinned
mdr add sipyourdrink-ltd/bernstein/docs/llms-full.txt@git:20260926.b29f3ba

Pins git:20260926.b29f3ba in mdr.lock. Pin the fingerprint instead.

Audit grade
B, 13 of 14 checks passed
Kind
llms.txt file
Repository
sipyourdrink-ltd/bernstein
Path
docs/llms-full.txt
Versions recorded
6
Latest version
git:20260926.b29f3ba, committed Sep 26, 2026
First version recorded
Jul 16, 2026
Size
6,917 bytes
Repository stars
1,310
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

# Bernstein

> Bernstein is the open-source governance layer for AI agents, with a deterministic
> scheduler driving CLI coding agents (Claude Code,
> Codex, Gemini CLI, and 40+ more). Scheduling is plain Python - no LLM in the
> coordination loop - so runs are reproducible end to end.
>
> Every coding task runs in its own git worktree behind lint/type/test gates;
> artifact-mode tasks complete on a signed lineage receipt in an isolated
> plain directory instead. An
> always-on lineage spine and replay journal record what happened; an opt-in
> HMAC-chained audit log and signed receipts make results independently
> checkable after the fact. `bernstein artifact verify` and `bernstein audit
> verify --merkle-only` check from the on-disk artefacts alone; replaying the
> HMAC chain needs the install's audit key. Air-gap install profile included.
> Apache-2.0.

This document is the long-form `llms-full.txt` variant per the llms.txt spec
(<https://llmstxt.org/>). It expands on the short `llms.txt` with more context
for ingestion by language models. Machine-readable Markdown, link-rich.

## What Bernstein is

Bernstein takes a goal, breaks it into tasks, assigns them to AI coding agents
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add sipyourdrink-ltd/bernstein/docs/llms-full.txt@sha256:4ab6a0bf5093330a

The line at the top of this page pins the label git:20260926.b29f3ba, 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_ys622emb4cjaauhv.svg)](https://markdownregistry.com/a/art_ys622emb4cjaauhv)

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

Versions

The registry has recorded 6 versions of this file, between Jul 16, 2026 and Sep 26, 2026, about one every 14 days.

versioncommittedcommitsizeaudit
git:20260926.b29f3ba latest2026-09-26 b29f3ba 6,917 BB view · diff
git:20260831.a123a772026-08-31 a123a77 6,983 BB view · diff
git:20260804.d7fdc902026-08-04 d7fdc90 6,927 BB view · diff
git:20260725.14332772026-07-25 1433277 6,819 BB view · diff
git:20260718.ecd83ae2026-07-18 ecd83ae 6,651 BB view · diff
git:20260716.50ebe192026-07-16 50ebe19 6,486 BB view

Audit of the latest version

B  13 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: No curl or wget piped into a shell (matched: curl -fsSL https://bernstein.run/install.sh | sh)
  • pass: Size between 200 bytes and 200 KB (6917 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 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

Starting a new one? Use a template for llms.txt on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

sipyourdrink-ltd/bernstein · 1,310 stars · license Apache-2.0 · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ys622emb4cjaauhv
GET https://markdownregistry.com/api/v1/resolve?ref=sipyourdrink-ltd/bernstein/docs/llms-full.txt
GET https://markdownregistry.com/api/v1/blob/4ab6a0bf5093330ae291b7a04e0411b4b59fc2df8367e28caed00b5f6d59ad00

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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