AGENTS.md@src/gnn/analysisA
AGENTS.md@src/gnn/analysis from activeinferenceinstitute/generalizednotationnotation is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add activeinferenceinstitute/generalizednotationnotation/src/gnn/analysis/AGENTS.md@git:20261020.ec1eb4aPins git:20261020.ec1eb4a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- activeinferenceinstitute/generalizednotationnotation
- Path
src/gnn/analysis/AGENTS.md- Versions recorded
- 18
- Latest version
- git:20261020.ec1eb4a, committed Oct 20, 2026
- First version recorded
- Sep 6, 2026
- Size
- 32,012 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
# Analysis Module - Agent Scaffolding ## Module Overview **Purpose**: Advanced statistical analysis, performance benchmarking, and complexity metrics calculation for GNN models **Pipeline Step**: Step 16: Analysis (16_analysis.py) **Category**: Statistical Analysis / Performance Evaluation **Status**: Production Ready **Version**: [pyproject.toml](../../../pyproject.toml) (canonical) **Last Updated**: 2026-10-20 --- ## Core Functionality ### Primary Responsibilities 1. Perform comprehensive statistical analysis on GNN model structures 2. Calculate complexity metrics and maintainability indices 3. Generate performance benchmarks and comparison reports 4. Extract and analyze variable distributions and correlations 5. Provide technical debt assessment and optimization recommendations 6. **Generate ALL PyMDP visualizations** from execution raw data (moved from Execute step) ### Key Capabilities - Statistical analysis of model variables and connections - Complexity metrics calculation (cyclomatic, cognitive, structural) - Performance benchmarking and profiling - Model comparison and differential analysis - Distribution analysis and correlation studies …
Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalizednotationnotation/src/gnn/analysis/AGENTS.md@sha256:8bb4830323920d6eThe line at the top of this page pins the label git:20261020.ec1eb4a, 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_e5oqzrso32ayyhmr)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 18 versions of this file, between Sep 6, 2026 and Oct 20, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261020.ec1eb4a latest | 2026-10-20 | ec1eb4a | 32,012 B | A | view · diff |
| git:20261020.c8bb10e | 2026-10-20 | c8bb10e | 32,012 B | A | view · diff |
| git:20261016.2df8ea1 | 2026-10-16 | 2df8ea1 | 32,013 B | A | view · diff |
| git:20261005.93697fd | 2026-10-05 | 93697fd | 31,870 B | A | view · diff |
| git:20261002.452c146 | 2026-10-02 | 452c146 | 30,509 B | A | view · diff |
| git:20261002.4fbe8e4 | 2026-10-02 | 4fbe8e4 | 29,655 B | A | view · diff |
| git:20260929.ce7ed98 | 2026-09-29 | ce7ed98 | 28,740 B | A | view · diff |
| git:20260926.bb0afdf | 2026-09-26 | bb0afdf | 28,629 B | A | view · diff |
| git:20260925.eab5b92 | 2026-09-25 | eab5b92 | 15,766 B | A | view · diff |
| git:20260925.e39c24a | 2026-09-25 | e39c24a | 15,714 B | A | view · diff |
| git:20260924.b1d515d | 2026-09-24 | b1d515d | 15,160 B | A | view · diff |
| git:20260922.c9be8be | 2026-09-22 | c9be8be | 15,160 B | A | view · diff |
| git:20260921.420751c | 2026-09-21 | 420751c | 15,029 B | A | view · diff |
| git:20260916.d79c627 | 2026-09-16 | d79c627 | 15,002 B | A | view · diff |
| git:20260907.ae194c2 | 2026-09-07 | ae194c2 | 14,931 B | A | view · diff |
| git:20260906.c3c3485 | 2026-09-06 | c3c3485 | 14,930 B | A | view · diff |
| git:20260906.a82d4dd | 2026-09-06 | a82d4dd | 14,927 B | A | view · diff |
| git:20260906.e62b9e9 | 2026-09-06 | e62b9e9 | 14,927 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (32012 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 · 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_e5oqzrso32ayyhmr GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalizednotationnotation/src/gnn/analysis/AGENTS.md GET https://markdownregistry.com/api/v1/blob/8bb4830323920d6e896a7c9fa8cc47b8f4c630019720dddc4cbcb194529b2473
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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