AGENTS.md@infrastructure/llm/validationA
AGENTS.md@infrastructure/llm/validation from docxology/template is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add docxology/template/infrastructure/llm/validation/AGENTS.md@git:20261105.00a79ffPins git:20261105.00a79ff in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- docxology/template
- Path
infrastructure/llm/validation/AGENTS.md- Versions recorded
- 7
- Latest version
- git:20261105.00a79ff, committed Nov 5, 2026
- First version recorded
- Feb 12, 2026
- Size
- 13,171 bytes
- Repository stars
- 23
- 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
# LLM Validation Module
## Overview
The `infrastructure/llm/validation/` directory contains validation utilities for
ensuring the quality, consistency, and reliability of LLM-generated content.
All validation is performed on LLM *output* (responses), not on prompts.
Public symbols are importable directly from `infrastructure.llm.validation`.
## Directory Structure
```mermaid
flowchart LR
V[infrastructure/llm/validation/]
V --> META[AGENTS.md · README.md · __init__.py]
V --> CORE[core.py<br/>JSON · length · structure · repetition · formatting]
V --> DET[detection.py<br/>Repetition detection algorithms]
V --> FMT[format.py<br/>Off-topic & format compliance]
V --> REP[repetition.py<br/>Public re-export of detection.py]
V --> SIM[similarity.py<br/>Internal similarity helpers]
V --> STR[structure.py<br/>Section validation]
classDef d fill:#0f172a,stroke:#0f172a,color:#fff
classDef code fill:#1e3a8a,stroke:#0f172a,color:#fff
classDef doc fill:#0f766e,stroke:#0f172a,color:#fff
class V d
class CORE,DET,FMT,REP,SIM,STR code
class META doc
```
## Key Components
### Core Validation (`core.py`)
…Read the whole file at its exact version.
How to install
mdr add docxology/template/infrastructure/llm/validation/AGENTS.md@sha256:f631903e4cae4175The line at the top of this page pins the label git:20261105.00a79ff, 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_p7w3tyla4cklynqi)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Feb 12, 2026 and Nov 5, 2026, about one every 44 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261105.00a79ff latest | 2026-11-05 | 00a79ff | 13,171 B | A | view · diff |
| git:20260922.f99b136 | 2026-09-22 | f99b136 | 13,188 B | A | view · diff |
| git:20260612.8db3bb9 | 2026-06-12 | 8db3bb9 | 13,193 B | A | view · diff |
| git:20260516.97ec6c2 | 2026-05-16 | 97ec6c2 | 13,195 B | A | view · diff |
| git:20260503.72c1838 | 2026-05-03 | 72c1838 | 24,950 B | A | view · diff |
| git:20260317.1cc241d | 2026-03-17 | 1cc241d | 24,849 B | A | view · diff |
| git:20260212.11996c0 | 2026-02-12 | 11996c0 | 24,833 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (13171 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
docxology/template · 23 stars · license Apache-2.0 · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_p7w3tyla4cklynqi GET https://markdownregistry.com/api/v1/resolve?ref=docxology/template/infrastructure/llm/validation/AGENTS.md GET https://markdownregistry.com/api/v1/blob/f631903e4cae4175165d92f9bd6d217b8b4e1bfb03156ba2c5ad4840c58baf6e
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.