AGENTS.md@src/gnn/analysis/jaxA
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AGENTS.md@src/gnn/analysis/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/analysis/jax/AGENTS.md@git:20260906.e62b9e9Pins git:20260906.e62b9e9 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/analysis/jax/AGENTS.md- Versions recorded
- 1
- Latest version
- git:20260906.e62b9e9, committed Sep 6, 2026
- Size
- 1,035 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 Analysis - Agent Scaffolding ## Overview Framework-specific analyzer for JAX simulation results. Part of the Analysis module (Step 16). ## Module Structure ``` analysis/jax/ ├── __init__.py # Public API ├── analyzer.py # JAXAnalyzer class ├── README.md # Human documentation └── AGENTS.md # This file ``` ## Key Functions ### analyzer.py - `generate_analysis_from_logs(execution_dir, output_dir, verbose)` - Main entry point - `_parse_jax_outputs(filepath)` - Parse JAX simulation outputs - `_analyze_gradients(data)` - Gradient analysis - `_analyze_convergence(data)` - Convergence tracking - `_generate_report(metrics)` - Report generation ## Integration Points **Upstream:** Execute module (Step 12) produces JAX simulation results **Downstream:** Report module (Step 23) consumes analysis outputs ## Dependencies - numpy: Numerical operations - jax (optional): Native JAX analysis - matplotlib (optional): Visualization --- **Version:** 3.0.0 **Last Updated:** 2026-01-23
Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalized_notation_notation/src/gnn/analysis/jax/AGENTS.md@sha256:f6f193c5287f1471The line at the top of this page pins the label git:20260906.e62b9e9, 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_kbrngmn2sf3omugr)
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Versions
The registry has recorded 1 version of this file, committed on Sep 6, 2026.
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (1035 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_kbrngmn2sf3omugr GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/src/gnn/analysis/jax/AGENTS.md GET https://markdownregistry.com/api/v1/blob/f6f193c5287f147137dc5672d3143f3f97db62192b7b479d3c4d554286a50fbe
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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