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docs: structure model experience fields

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Tianyi Cui
2026-07-19 18:08:42 +08:00
parent bcc920369c
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packages/guard/repeat-tool-guard/README.md
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@@ -40,27 +40,31 @@ Unit suites drive a real agent loop against a mock adapter (no network) and cove
### First-threshold context message
**What the model sees**: At the first configured consecutive-repeat threshold, that agent receives the reminder below. No tool schema or normal-call text is added.
#### What the model sees
**Token effect**: Zero tokens before the threshold. The reminder is retained history for that agent.
At the first configured consecutive-repeat threshold, that agent receives the reminder below. No tool schema or normal-call text is added.
**KV Cache effect**: Append-only; newly visible content follows the reusable request prefix and does not invalidate existing KV-cache entries.
#### First-threshold reminder
##### First-threshold reminder
```markdown
You are repeating the exact same tool call with identical arguments. Carefully analyze the previous result before calling again: if the task is not complete, try a different approach or different arguments instead of repeating the call.
```
#### Token effect
Zero tokens before the threshold. The reminder is retained history for that agent.
#### KV Cache effect
Append-only; newly visible content follows the reusable request prefix and does not invalidate existing KV-cache entries.
### Later-threshold context message
**What the model sees**: A later threshold receives the detailed reminder template below. A capped argument preview ends exactly `… (+<omitted> more chars)`.
#### What the model sees
**Token effect**: Each reminder is retained history; `argumentsPreviewChars` bounds its data-dependent argument text, while agents keep independent counters.
A later threshold receives the detailed reminder template below. A capped argument preview ends exactly `… (+<omitted> more chars)`.
**KV Cache effect**: Append-only; newly visible content follows the reusable request prefix and does not invalidate existing KV-cache entries.
#### Later-threshold reminder
##### Later-threshold reminder
```markdown
Repeated tool call detected:
@@ -70,6 +74,14 @@ Repeated tool call detected:
The repeated calls are not making progress. Do not call this tool with these exact arguments again. Inspect the latest result and choose a different action, different arguments, or finish the task if enough evidence has been gathered.
```
#### Token effect
Each reminder is retained history; `argumentsPreviewChars` bounds its data-dependent argument text, while agents keep independent counters.
#### KV Cache effect
Append-only; newly visible content follows the reusable request prefix and does not invalidate existing KV-cache entries.
## Known Limitations and Deferred Work
- **Exact-match detection only** — canonicalization is a deep key-sort, so near-identical variants (a tweaked path, extra whitespace inside a value) evade the chain; fuzzy matching is rejected pending evidence of need.