- Fix _usage_audit_path() to use _get_hermes_home() instead of hardcoded
Path.home() / '.hermes' (profile-safe resolution, sweeper finding)
- Rewrite skip_background_review tests to exercise finalize_turn() directly
instead of duplicating the guard expression (sweeper finding)
- Fix response_silent audit field to use _is_cron_silence_response()
instead of the buggy SILENT_MARKER substring check it was meant to
replace (simplify-code review finding)
- Remove dead 'model' in locals() guard — model is always in scope
before the try block (simplify-code review finding)
- Extract _stub_agent_for_finalize() helper to eliminate ~40 lines of
copy-pasted agent stubbing in tests (simplify-code review finding)
- Clean up 'Phase 0.5' instrumentation comments
Phase 8 of the Hermes Agent token leak mitigation plan
(ralplan-hermes-token-leaks.md §3.9). Adds a boolean kwarg
`skip_background_review` (default False) to AIAgent.__init__ that
suppresses the end-of-turn _spawn_background_review fork.
Each background review fork instantiates a new AIAgent with its own
~15K input tokens + up to 8 LLM iterations, accumulating ~30K tokens
per event in the worst case. On cron sessions there is no
human-in-the-loop benefit from the review (no skill-creation pressure,
nobody curating MEMORY.md), so the cost is pure waste.
The end-of-turn guard now reads:
if (final_response and not interrupted
and not getattr(self, "skip_background_review", False)
and (_should_review_memory or _should_review_skills)):
skip_memory=True already disables the memory-review trigger; this
flag is the explicit single-switch off for both review paths.
Defaults to False, so behavior is unchanged for gateway/CLI callers
that omit the kwarg.
Tests: 5 new unit tests in tests/agent/test_skip_background_review.py
covering the default value, flag persistence, the gate short-circuit,
the gate fall-through, and a source-text assertion that the cron
scheduler sets the flag to True (separate commit).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
kshitij
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