AGENTS.md@src/gnn/execute/ngclearn agentsA
AGENTS.md@src/gnn/execute/ngclearn is agent-read markdown (agents) from activeinferenceinstitute/generalizednotationnotation.
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What the file says
# ngc-learn Execution Sub-module ## Overview Discovers and runs ngc-learn-generated POMDP scripts via subprocess. Includes dependency checking, syntax validation, log persistence, and execution timing. ngc-learn is an optional extra (`uv sync --extra ngclearn`); when the runtime is absent the backend is reported skipped, never failed. ## Architecture ``` ngclearn/ ├── __init__.py # Package exports └── ngclearn_runner.py # ngc-learn script discovery and execution ``` ## Key Functions - **`run_ngclearn_scripts(render_dir, output_dir)`** — Discovers and executes all ngc-learn scripts in the render output directory. - **Dependency validation** — Checks for `ngcsimlib`, `ngclearn`, `jax`, and `numpy` availability before execution. - **Syntax checking** — Pre-validates Python syntax before subprocess execution. - **Log persistence** — Captures stdout/stderr to log files alongside results. - **Timing** — Records wall-clock execution time for each script. ## Environment Rendered scripts receive `NGCLEARN_OUTPUT_DIR` pointing at the Step 12 simulation-data directory; results land in `<model>/ngclearn/simulation_data/simulation_results.json`. ## Dependencies …
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How to install
mdr add activeinferenceinstitute/generalizednotationnotation/src/gnn/execute/ngclearn/AGENTS.md@git:20260922.c9be8bemdr add activeinferenceinstitute/generalizednotationnotation/src/gnn/execute/ngclearn/AGENTS.md@sha256:762d2afe917d6c72Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_o2bk6wep4e5eitv5)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260922.c9be8be latest | 2026-09-22 | c9be8be | 1,499 B | A | view · diff |
| git:20260921.48744fd | 2026-09-21 | 48744fd | 1,448 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (1499 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/generalizednotationnotation · 31 stars · license NOASSERTION · pushed 2026-09-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_o2bk6wep4e5eitv5 GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalizednotationnotation/src/gnn/execute/ngclearn/AGENTS.md GET https://markdownregistry.com/api/v1/blob/762d2afe917d6c722633136b569ad76daae220a061129476a9336786fa1cd068
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