AGENTS.md@scripts/experimentsA
AGENTS.md@scripts/experiments 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/scripts/experiments/AGENTS.md@git:20261103.ddccf38Pins git:20261103.ddccf38 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
scripts/experiments/AGENTS.md- Versions recorded
- 1
- Latest version
- git:20261103.ddccf38, committed Nov 3, 2026
- Size
- 1,303 bytes
- Repository stars
- 35
- 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
# scripts/experiments — agent rules ## Overview One-off, offline tooling that sits beside the gates but is never part of them: `add_module_docstrings.py` (source-mutating codemod), `run_pymdp_gnn_scaling_analysis.py` (the PyMDP scaling study, with `pymdp_scaling_config.yaml`) and `verify_pomdp_pipeline.py` (retained offline verifier). ## Purpose Keep exploratory runs reproducible without letting them into the pipeline or the gates. Maintained equivalents live in `scripts/` proper — for the POMDP check that is `scripts/check_pomdp_gridworld_outputs.py`. ## Directory Identity Experiments subpackage of `scripts/`; [README.md](README.md) owns the per-script description. ## Rules - Nothing here runs in CI. A result worth citing moves into `docs/development/` with its receipt, or becomes a gate script under `scripts/` with its contract test in `tests/scripts/`. - Scripts here are not pipeline steps: the 25 numbered drivers stay under `src/gnn/` ([consolidation ADR](../../docs/decisions/0001-consolidated-pipeline-execution.md)). - Keep them deterministic and offline, and keep the scaling configuration in this directory beside the script that reads it. …
Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalized_notation_notation/scripts/experiments/AGENTS.md@sha256:6d2f68886186b2fbThe line at the top of this page pins the label git:20261103.ddccf38, 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_ovtorgeq4nvbvrju)
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Versions
The registry has recorded 1 version of this file, committed on Nov 3, 2026.
Audit of the latest version
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- 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 · 35 stars · license a license file GitHub does not identify · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ovtorgeq4nvbvrju GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/scripts/experiments/AGENTS.md GET https://markdownregistry.com/api/v1/blob/6d2f68886186b2fb53cc2eab4e7f4b4a94f819d5747e9fa95b89e5c222eef68d
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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