AGENTS.md@src/gnn/llm/providersA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
AGENTS.md@src/gnn/llm/providers from activeinferenceinstitute/generalized_notation_notation is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add activeinferenceinstitute/generalized_notation_notation/src/gnn/llm/providers/AGENTS.md@git:20261017.89cb6ddPins git:20261017.89cb6dd in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- activeinferenceinstitute/generalized_notation_notation
- Path
src/gnn/llm/providers/AGENTS.md- Versions recorded
- 3
- Latest version
- git:20261017.89cb6dd, committed Oct 17, 2026
- First version recorded
- Sep 6, 2026
- Size
- 1,551 bytes
- Repository stars
- 33
- 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
# LLM Provider Sub-module Providers implement `BaseLLMProvider`: `initialize`, `validate_config`, async `generate_response`, async-generator `generate_stream`, `close`, and `provider_type`, `default_model`, `available_models` properties. The advertised model list is not a live daemon/model readiness probe. There is no common `health_check` or `get_available_models` interface; OpenRouter has its own additional model-list method. The maintained adapters are Ollama, OpenAI, OpenRouter and Perplexity. Explicit provider requests remain pinned even on unavailable providers or circuit-breaker failure. Generic unpinned operations retain the shared processor's recovery behavior. See [parent contracts](../AGENTS.md). Ollama uses bounded standard-library HTTP chat, preserving whole messages with input truncation and shifting disabled. `preflight_model` verifies stable runtime >=0.35.0 and the exact model tag, and records its digest and context/seed options. Generation uses one total request deadline, including runtime capability checks; pipeline workers supply hard process containment. Missing SDK/CLI is irrelevant …
Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalized_notation_notation/src/gnn/llm/providers/AGENTS.md@sha256:15ba87fec5297ec6The line at the top of this page pins the label git:20261017.89cb6dd, 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_pupzxqpjurzm2xxi)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Sep 6, 2026 and Oct 17, 2026, about one every 21 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261017.89cb6dd latest | 2026-10-17 | 89cb6dd | 1,551 B | A | view · diff |
| git:20260922.c9be8be | 2026-09-22 | c9be8be | 1,690 B | A | view · diff |
| git:20260906.e62b9e9 | 2026-09-06 | e62b9e9 | 1,639 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (1551 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
activeinferenceinstitute/generalized_notation_notation · 33 stars · license a license file GitHub does not identify · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pupzxqpjurzm2xxi GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/src/gnn/llm/providers/AGENTS.md GET https://markdownregistry.com/api/v1/blob/15ba87fec5297ec6b96bdaab50ac27f928aff038c710f583a737f50c58554cc9
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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