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docs: document package KV cache effects

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Tianyi Cui
2026-07-19 17:39:50 +08:00
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packages/examples/cli-demo/README.md
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@@ -59,6 +59,8 @@ The headless-agent leaf supplies local bash, filesystem, skill, subagent, workfl
**Token effect**: The task, prompt sections, tool schemas, assistant output, and tool results consume tokens on each model step. JSON event streaming and final rendering add no model tokens; delegated child work has its own model usage and is not included in the parent result's `usage` total.
**KV Cache effect**: Tool-round history is append-only while the one-shot agent's prompt, schemas, model route, and session prefix remain fixed. Changing that composition establishes a different request prefix; JSON output mode has no cache effect.
## Known Limitations and Deferred Work
- **One fresh top-level session per process** — its workspace cwd is the launch directory; there is no resume, second prompt, stdin context, or concurrent top-level session in this app.