Coalesce consecutive tool-failure recovery audits into one count - #900
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Models sometimes emit <tool_call><function=...> wrappers as assistant text instead of real tool_call blocks. Catch that narrow shape, give one corrective nudge per no-real-tool epoch without counting it as incomplete-report narration, then fall through to the existing report policy. Thinking blocks and arbitrary XML stay out of scope; the epoch resets only on genuine tool activity or a parent follow-up.
Several failed tool.done events before the pending recovery nudge is consumed were each writing a separate intervention line. Keep the recovery nudge text and arming behavior the same, but count the burst in director memory and flush a single record with count when the nudge is applied. Forensics treats missing count as one.
TheGreatAxios
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September 11, 2026 03:20
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Summary
Linear: CL-7648