icebug-skill/
├── README.md ← start here
├── SKILL.md ← skill manifest (for agent loaders)
├── INDEX.md ← this file
├── references/
│ ├── getting-started.md ← install, import, top-level layout
│ ├── graph-types.md ← Graph / GraphR / GraphW
│ ├── immutable-graphs.md ← FOCUS — how to use GraphR
│ ├── algorithms.md ← classified algorithm catalogue
│ ├── icebug-format.md ← on-disk CSR standard
│ └── database-integration.md ← Ladybug / DuckDB pipelines
└── examples/
├── 01_immutable_graph.py ← GraphR from Arrow CSR
├── 02_mutable_to_immutable.py ← GraphW → GraphR via Arrow
├── 03_icebug_format.py ← IcebugMemGraph → GraphR
└── 04_ladybug_icebug_pattern.py← DB → Arrow CSR → GraphR → Leiden
references/getting-started.md— install, import, module layout.references/graph-types.md— choose a backend.references/immutable-graphs.md— the recommended analytics path.references/algorithms.md— pick an algorithm.references/icebug-format.md+references/database-integration.mdif data lives on disk or behind a database engine.
- Icebug repo: https://github.com/Ladybug-Memory/icebug
- icebug-format: https://github.com/Ladybug-Memory/icebug-format
- Ladybug / Icebug notebook: https://github.com/LadybugDB/ladybug-icebug-notebooks/blob/main/ladybug_icebug_comm_detection.ipynb