AGENTS.md@src/gnn/execute/jaxA
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/execute/jax 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/execute/jax/AGENTS.md@git:20261002.4fbe8e4Pins git:20261002.4fbe8e4 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/execute/jax/AGENTS.md- Versions recorded
- 5
- Latest version
- git:20261002.4fbe8e4, committed Oct 2, 2026
- First version recorded
- Sep 6, 2026
- Size
- 10,768 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
# JAX Execute Submodule - Agent Scaffolding ## Module Overview **Purpose**: Execution of JAX-based simulations generated from GNN specifications **Parent Module**: Execute Module (Step 12: Simulation execution) **Category**: Framework Execution / JAX --- ## Core Functionality ### Primary Responsibilities 1. Discover rendered JAX scripts under `output/11_render_output/<model>/jax/` 2. Execute each script as a Python subprocess with the requested JAX platform 3. Provide the first-class factorised Kronecker executor (`execute_kronecker_factorized`, `run_kronecker_factorized_execution`) for sparse factor-separable active inference ### Key Capabilities - Subprocess execution of rendered scripts with syntax pre-check, timeout and captured stdout/stderr - Device selection through `JAX_PLATFORM_NAME` (`device` argument; Step 12 honours `GNN_JAX_PLATFORM`) - Output routing through `JAX_OUTPUT_DIR` / `GNN_OUTPUT_DIR` so scripts write into the Step 12 tree - Kronecker-factorised execution that never materialises the joint state space (`jax_kronecker_factorized_v1` schema) - Availability probe that logs the JAX version and visible devices --- ## API Reference …
Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalized_notation_notation/src/gnn/execute/jax/AGENTS.md@sha256:79b530137ca40f85The line at the top of this page pins the label git:20261002.4fbe8e4, 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_vtodm732sm3ehyve)
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Versions
The registry has recorded 5 versions of this file, between Sep 6, 2026 and Oct 2, 2026, about one every 7 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261002.4fbe8e4 latest | 2026-10-02 | 4fbe8e4 | 10,768 B | A | view · diff |
| git:20260924.b1d515d | 2026-09-24 | b1d515d | 10,768 B | A | view · diff |
| git:20260922.c9be8be | 2026-09-22 | c9be8be | 10,768 B | A | view · diff |
| git:20260921.420751c | 2026-09-21 | 420751c | 10,717 B | A | view · diff |
| git:20260906.e62b9e9 | 2026-09-06 | e62b9e9 | 10,702 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (10768 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_vtodm732sm3ehyve GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/src/gnn/execute/jax/AGENTS.md GET https://markdownregistry.com/api/v1/blob/79b530137ca40f8595cf83055bfd67515754856d29f6599b1cabe6d71db35983
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