AGENTS.md@src/gnn/intelligent_analysisA

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@src/gnn/intelligent_analysis from activeinferenceinstitute/generalized_notation_notation is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add activeinferenceinstitute/generalized_notation_notation/src/gnn/intelligent_analysis/AGENTS.md@git:20261003.47a202d

Pins git:20261003.47a202d 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/intelligent_analysis/AGENTS.md
Versions recorded
5
Latest version
git:20261003.47a202d, committed Oct 3, 2026
First version recorded
Sep 16, 2026
Size
34,802 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

# Intelligent Analysis Module - Agent Scaffolding

## Module Overview

**Purpose**: AI-powered analysis of pipeline execution results with failure root cause identification, performance bottleneck detection, per-step flag analysis, and executive report generation

**Pipeline Step**: Step 24: Intelligent Analysis (24_intelligent_analysis.py)

**Category**: Pipeline Intelligence / Executive Reporting

**Status**: Production Ready

**Version**: [pyproject.toml](../../../pyproject.toml) (canonical)

**Last Updated**: 2026-09-24

---

## Module Structure

```
intelligent_analysis/
├── __init__.py       # Public API exports, module utilities, tool checks
├── AGENTS.md         # This documentation
├── processor.py      # Core analysis processing logic and report generation
├── analyzer.py       # IntelligentAnalyzer class, health scoring, pattern detection
├── history.py        # Run-history snapshots, deltas, trend classification
├── remediation.py    # ContractViolation fix suggestions (auxiliary)
└── mcp.py            # MCP tool registrations
```

## Key Components

### Processor (`processor.py`)

- `process_intelligent_analysis()` - Main entry point for pipeline step
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add activeinferenceinstitute/generalized_notation_notation/src/gnn/intelligent_analysis/AGENTS.md@sha256:8d0a787005dd9ca9

The line at the top of this page pins the label git:20261003.47a202d, 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.

Badge

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Versions

The registry has recorded 5 versions of this file, between Sep 16, 2026 and Oct 3, 2026, about one every 4 days.

versioncommittedcommitsizeaudit
git:20261003.47a202d latest2026-10-03 47a202d 34,802 BA view · diff
git:20260924.b1d515d2026-09-24 b1d515d 34,636 BA view · diff
git:20260922.c9be8be2026-09-22 c9be8be 34,636 BA view · diff
git:20260921.420751c2026-09-21 420751c 34,539 BA view · diff
git:20260916.c89452e2026-09-16 c89452e 34,516 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (34802 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

GitHub

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_mb6az36vvzo4h4kq
GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/src/gnn/intelligent_analysis/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/8d0a787005dd9ca952165b07e91b86c3384153536cae5b6c0ec21a2ef4c677a6

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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AGENTS.md@src/gnn/intelligent_analysis AGENTS.md file
activeinferenceinstitute/generalizednotationnotation · src/gnn/intelligent_analysis/AGENTS.md
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