AGENTS.md@src/bernstein/core/qualityA

AGENTS.md@src/bernstein/core/quality from sipyourdrink-ltd/bernstein is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add sipyourdrink-ltd/bernstein/src/bernstein/core/quality/AGENTS.md@git:20261024.e491978

Pins git:20261024.e491978 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
sipyourdrink-ltd/bernstein
Path
src/bernstein/core/quality/AGENTS.md
Versions recorded
7
Latest version
git:20261024.e491978, committed Oct 24, 2026
First version recorded
Aug 24, 2026
Size
3,930 bytes
Repository stars
1,196
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

# Quality gates and verification

The verification layer between a worker's diff and merge or human review: a configurable gate pipeline plus the janitor's claim verification.

## Key files

| File | Purpose |
|---|---|
| `gate_pipeline.py` | `VALID_GATE_NAMES` registry, `GateStatus`, `GateResult`, and `VerificationScope` (what a gate exercised and what it could not, #5397) |
| `merge_receipt.py` | Signed merge-admission receipt binds head/base SHAs, gate results, ruleset and coverage sets; canonical JSON bytes shared with `gate_pipeline.py` |
| `gate_runner.py` | Gate dispatch and execution (subprocess discipline, timeouts) |
| `quality_gates.py` | `QualityGatesConfig` plus the core gate implementations |
| `janitor.py` | Claim verification: did the agent do what its result claims |
| `absence_coverage.py` | Classifies a completion built on an absence claim (`glob_exists`/`file_contains` "not found", or a journal read) as `unverified` unless a coverage record backs it (#3650/#3769/#3770/#3771) |
| `verifier_ladder.py` | Multi-tier verifier ladder with signed, re-derivable per-tier receipts (#2927) |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add sipyourdrink-ltd/bernstein/src/bernstein/core/quality/AGENTS.md@sha256:220e54331c7cbac0

The line at the top of this page pins the label git:20261024.e491978, 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_iy3n3vyidzeidesd.svg)](https://markdownregistry.com/a/art_iy3n3vyidzeidesd)

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

Versions

The registry has recorded 7 versions of this file, between Aug 24, 2026 and Oct 24, 2026, about one every 10 days.

versioncommittedcommitsizeaudit
git:20261024.e491978 latest2026-10-24 e491978 3,930 BA view · diff
git:20261016.66c874f2026-10-16 66c874f 3,754 BA view · diff
git:20260904.10c7d2c2026-09-04 10c7d2c 2,934 BA view · diff
git:20260827.24421972026-08-27 2442197 2,537 BA view · diff
git:20260825.62c88b22026-08-25 62c88b2 2,537 BA view · diff
git:20260824.5887cef2026-08-24 5887cef 2,163 BA view · diff
git:20260824.34090c62026-08-24 34090c6 2,116 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 (3930 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

sipyourdrink-ltd/bernstein · 1,196 stars · license Apache-2.0 · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_iy3n3vyidzeidesd
GET https://markdownregistry.com/api/v1/resolve?ref=sipyourdrink-ltd/bernstein/src/bernstein/core/quality/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/220e54331c7cbac0ba6eca835f9a2ca3af96062712d60605247dd24646d8577f

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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