AGENTS.md@src/gnn/apiA
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/api 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/api/AGENTS.md@git:20261007.5614f4fPins git:20261007.5614f4f 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/api/AGENTS.md- Versions recorded
- 6
- Latest version
- git:20261007.5614f4f, committed Oct 7, 2026
- First version recorded
- Sep 22, 2026
- Size
- 5,549 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
# GNN API Module — Agent Scaffolding ## Module Overview **Purpose**: FastAPI-based REST interface for programmatic pipeline invocation, job management, and tool discovery. **Pipeline Step**: Infrastructure module (not a numbered step) **Category**: Infrastructure / API **Status**: Production Ready **Version**: [pyproject.toml](../../../pyproject.toml) (canonical) **Last Updated**: 2026-09-24 The `api` module provides a FastAPI-based REST interface for the GNN processing pipeline. It enables programmatic pipeline invocation, job management, and tool discovery without requiring direct CLI access. ## Architecture ``` src/gnn/api/ __init__.py -- Module metadata, availability checks app.py -- FastAPI "run" surface (run/runs/report/stream/health); `gnn serve` entry point server.py -- FastAPI "job/tool" surface (process/jobs/tools/health) models.py -- Pydantic request/response models (API contract) responses.py -- Canonical envelopes and exception handlers processor.py -- In-memory job manager (create_job/get_job/cancel_job/list_jobs/get_pipeline_tools) auth.py -- Optional API-key authentication (GNN_API_KEY) …
Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalized_notation_notation/src/gnn/api/AGENTS.md@sha256:38830f2cf3aef02bThe line at the top of this page pins the label git:20261007.5614f4f, 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_udrujuvk37wozpbc)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Sep 22, 2026 and Oct 7, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261007.5614f4f latest | 2026-10-07 | 5614f4f | 5,549 B | A | view · diff |
| git:20260924.b1d515d | 2026-09-24 | b1d515d | 5,181 B | A | view · diff |
| git:20260922.4d5ad51 | 2026-09-22 | 4d5ad51 | 5,181 B | A | view · diff |
| git:20260922.aec30b3 | 2026-09-22 | aec30b3 | 5,133 B | A | view · diff |
| git:20260922.c9be8be | 2026-09-22 | c9be8be | 4,774 B | A | view · diff |
| git:20260922.928e71e | 2026-09-22 | 928e71e | 4,726 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (5549 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_udrujuvk37wozpbc GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/src/gnn/api/AGENTS.md GET https://markdownregistry.com/api/v1/blob/38830f2cf3aef02ba74f87e2ca0802630cfa79244cff9caf9b81025f7bb013ec
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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