gnn-intelligent-analysis SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
gnn-intelligent-analysis from activeinferenceinstitute/generalized_notation_notation is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add activeinferenceinstitute/generalized_notation_notation/gnn-intelligent-analysis@git:20260906.e62b9e9Pins git:20260906.e62b9e9 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- activeinferenceinstitute/generalized_notation_notation
- Path
src/gnn/intelligent_analysis/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260906.e62b9e9, committed Sep 6, 2026
- Size
- 3,413 bytes
- Repository stars
- 33
- License
- a license file GitHub does not identify
GNN AI-powered pipeline analysis and executive reports. Use when generating AI-driven executive summaries, performing intelligent pipeline health assessments, or creating comprehensive AI-enhanced analysis of GNN processing results.
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
# GNN Intelligent Analysis (Step 24)
## Purpose
Provides AI-powered analysis of the entire pipeline execution, generating executive summaries, health assessments, intelligent recommendations, and comprehensive AI-enhanced reports.
## Key Commands
```bash
# Run intelligent analysis
python src/gnn/24_intelligent_analysis.py --target-dir input/gnn_files --output-dir output --verbose
# As part of pipeline (final step)
python src/gnn/main.py --only-steps 24 --verbose
```
## API
```python
from gnn.intelligent_analysis import (
process_intelligent_analysis,
IntelligentAnalyzer,
analyze_pipeline_summary,
analyze_individual_steps,
generate_executive_report,
identify_bottlenecks,
generate_recommendations,
calculate_pipeline_health_score,
classify_failure_severity,
detect_performance_patterns,
generate_optimization_suggestions,
)
# Process intelligent analysis step (used by pipeline)
process_intelligent_analysis(target_dir, output_dir, logger)
# Use the IntelligentAnalyzer class
analyzer = IntelligentAnalyzer(context=AnalysisContext(summary_data=pipeline_data))
results = analyzer.analyze()
# Analyze pipeline summary
…Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalized_notation_notation/gnn-intelligent-analysis@sha256:ccc623f72db6342dThe 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_adagp3eatx4gnyu5)
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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: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3413 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_adagp3eatx4gnyu5 GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/gnn-intelligent-analysis GET https://markdownregistry.com/api/v1/blob/ccc623f72db6342d002b54fba567657ef10c164e43c971420f8a695b734be967
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: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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