self healing orchestrator

[torrmal]

The idea here is to enable better learning from issues capabilities in anton by implementing how the brain does this:
Anterior Cingulate Cortex (ACC) — pattern-level error detection.

Brain analogue

The anterior cingulate cortex is the brain's error-detector. It fires
the error-related negativity (ERN) ~80 ms after the brain notices
that an actual outcome diverged from an expected one. The signal it
emits flows downstream to the dopaminergic midbrain (computing the
reward prediction error) and onward to the striatum (updating
action policies) and the dorsolateral prefrontal cortex (adjusting
strategy on the next attempt).

[entelligence-ai-pr-reviews]

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Confidence Score: 5/5 - Safe to Merge

Safe to merge — the self healing orchestrator PR passed automated review with no issues identified across logic, security, correctness, or performance dimensions. The implementation appears clean with no unresolved pre-existing comments or newly introduced concerns flagged by the review pipeline.

Key Findings:

• No logic, security, or runtime issues were detected by the automated review across the orchestrator's self-healing implementation.
• Zero pre-existing unresolved comments means no accumulated technical debt is being carried into this merge.
• The PR introduces orchestration-level self-healing behavior, which is a meaningful reliability improvement, and no regressions or edge-case gaps were surfaced during analysis.

[ZoranPandovski]

@torrmal Amazing. Something we can discuss for later is to finda a way to move conflict detection pre-dispatch. Like can we inspect the proposed tool_calls list before running them ?  This way we can figure out how to  catch name-splits, oscillation etc at decision time instead of post run.