AGENTS.md@docs/pipelineA
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@docs/pipeline 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/docs/pipeline/AGENTS.md@git:20260917.482a267Pins git:20260917.482a267 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
docs/pipeline/AGENTS.md- Versions recorded
- 3
- Latest version
- git:20260917.482a267, committed Sep 17, 2026
- First version recorded
- Sep 6, 2026
- Size
- 1,792 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
# pipeline (documentation) ## Overview Canonical documentation for running and configuring the GNN pipeline (steps 0–24), hosted under `docs/pipeline/`. **Status**: Documentation **Version**: 1.0 --- ## Purpose - Execution setup: JAX, NumPyro and DisCoPy are core `uv sync` dependencies; PyTorch and bnlearn are manual installs; Stan needs the `stan` extra and a CmdStan toolchain; Julia backends remain environment-dependent - Pointers to step scripts, orchestrator, and configuration This tree is part of the GNN documentation system; implementation lives in `src/`. ## Contents | File | Role | |------|------| | [README.md](README.md) | Human entrypoint: `uv`, frameworks, links to `STEP_INDEX` / `main.py` | | [pipeline_stage_hardening_review.md](pipeline_stage_hardening_review.md) | Maintained stage-by-stage review goal and GridWorld proof contract | | [validation_evidence_guide.md](validation_evidence_guide.md) | Commands and artifacts that certify examples, templates, docs, health, and proof paths | ## Quick navigation - **Step index**: [src/gnn/STEP_INDEX.md](../../src/gnn/STEP_INDEX.md) …
Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalized_notation_notation/docs/pipeline/AGENTS.md@sha256:ee5d663f8c566522The line at the top of this page pins the label git:20260917.482a267, 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_xsktmtcrhigtpo75)
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 Sep 17, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260917.482a267 latest | 2026-09-17 | 482a267 | 1,792 B | A | view · diff |
| git:20260907.ae194c2 | 2026-09-07 | ae194c2 | 1,788 B | A | view · diff |
| git:20260906.82c8031 | 2026-09-06 | 82c8031 | 1,786 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (1792 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_xsktmtcrhigtpo75 GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/docs/pipeline/AGENTS.md GET https://markdownregistry.com/api/v1/blob/ee5d663f8c566522cb442953dff9a82ff06b99587918e80e5de1e4c0e633a8d8
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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