II.
Tool JSON
Structured · livetool:token-optimizer
Token Optimizer json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "tool:token-optimizer",
"_kind": "Tool",
"_file": "domain/tools/tools-agent-infrastructure.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Token Optimizer",
"homepageUrl": "https://github.com/token-optimizer/token-optimizer",
"kind": "other",
"description": "Tool for finding ghost tokens, fixing context quality decay, and\nsurviving compaction in AI coding sessions. Analyzes token usage\npatterns to identify wasted context, invisible formatting overhead,\nand degradation caused by repeated compaction cycles. Provides\nactionable recommendations for improving prompt efficiency and\nmaintaining context quality over long agent sessions.\n"
},
"outgoingEdges": [
{
"from": "tool:token-optimizer",
"to": "skill-area:context-management",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:token-optimizer",
"to": "skill-area:embedding-optimization",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:token-optimizer",
"to": "topic:semantic-chunking",
"kind": "relates_to_topic",
"attributes": {}
},
{
"from": "tool:token-optimizer",
"to": "topic:knowledge-fabric-architecture",
"kind": "relates_to_topic",
"attributes": {}
}
],
"incomingEdges": []
}