AGENTS.md@docs/sympyA
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/sympy 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/sympy/AGENTS.md@git:20260917.27c2e23Pins git:20260917.27c2e23 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/sympy/AGENTS.md- Versions recorded
- 4
- Latest version
- git:20260917.27c2e23, committed Sep 17, 2026
- First version recorded
- Sep 6, 2026
- Size
- 5,683 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
# SymPy Documentation Agent > **📋 Document Metadata** > **Type**: Symbolic Mathematics Integration Agent | **Audience**: Researchers, Mathematicians | **Complexity**: Intermediate-Advanced > **Cross-References**: [README.md](README.md) | [SymPy GNN Guide](gnn_sympy.md) | [MCP Integration](../mcp/README.md) | [Mathematical Foundations](../gnn/advanced/advanced_modeling_patterns.md) | [Main Documentation](../README.md) ## Overview This directory contains comprehensive documentation, resources, and implementation guides for integrating **SymPy** (Symbolic Mathematics Library) with GNN (Generalized Notation Notation). SymPy provides symbolic computation capabilities through the Model Context Protocol (MCP), enhancing mathematical processing for Active Inference model specification, validation, and analysis. > **Scope note**: SymPy is integrated as an MCP tool surface (`src/gnn/mcp/sympy_mcp.py`, `sympy_mcp_client.py`), not as a render or execution framework. It is not an entry in `src/gnn/render/framework_registry.py`, has no Step 12 executor, and does no continuous linear-Gaussian rendering. …
Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalized_notation_notation/docs/sympy/AGENTS.md@sha256:ff78d7f22d3253d8The line at the top of this page pins the label git:20260917.27c2e23, 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_f3s2hdls33xl52ny)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Sep 6, 2026 and Sep 17, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260917.27c2e23 latest | 2026-09-17 | 27c2e23 | 5,683 B | A | view · diff |
| git:20260917.482a267 | 2026-09-17 | 482a267 | 5,691 B | A | view · diff |
| git:20260907.ae194c2 | 2026-09-07 | ae194c2 | 4,924 B | A | view · diff |
| git:20260906.82c8031 | 2026-09-06 | 82c8031 | 4,923 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (5683 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_f3s2hdls33xl52ny GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/docs/sympy/AGENTS.md GET https://markdownregistry.com/api/v1/blob/ff78d7f22d3253d8dbc61c85a4e26db7a38d80c3355f92185f3177749899abf9
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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