tooluniverse.compose_scripts.tool_graph_generation module¶
Tool Graph Generation Compose Script
Efficiently evaluates directional data-flow relationships between all unique pairs of provided tool configs using one agentic tool:
ToolRelationshipDetector
Outputs a graph structure with edges representing valid directional relationships. Each edge stores: source, target, rationale.
- Performance considerations:
Iterates i<j once (O(N^2/2) pairs)
Lightweight JSON serialization of minimal fields
Optional batching hook (currently sequential because call_tool likely remote)
- param tool_configs:
- type tool_configs:
list[dict]- param max_tools:
- type max_tools:
- param output_path:
- type output_path:
str) path to write resulting graph JSON (default './tool_relationship_graph.json'- param save_intermediate_every:
- type save_intermediate_every:
int) checkpoint frequency (default 5000 pairs processed- returns:
nodes, edges, stats
- rtype:
dict with keys