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https://github.com/NousResearch/hermes-agent.git
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Three root causes of the 'agent stops mid-task' gateway bug:
1. Compression threshold floor (64K tokens minimum)
- The 50% threshold on a 100K-context model fired at 50K tokens,
causing premature compression that made models lose track of
multi-step plans. Now threshold_tokens = max(50% * context, 64K).
- Models with <64K context are rejected at startup with a clear error.
2. Budget warning removal — grace call instead
- Removed the 70%/90% iteration budget warnings entirely. These
injected '[BUDGET WARNING: Provide your final response NOW]' into
tool results, causing models to abandon complex tasks prematurely.
- Now: no warnings during normal execution. When the budget is
actually exhausted (90/90), inject a user message asking the model
to summarise, allow one grace API call, and only then fall back
to _handle_max_iterations.
3. Activity touches during long terminal execution
- _wait_for_process polls every 0.2s but never reported activity.
The gateway's inactivity timeout (default 1800s) would fire during
long-running commands that appeared 'idle.'
- Now: thread-local activity callback fires every 10s during the
poll loop, keeping the gateway's activity tracker alive.
- Agent wires _touch_activity into the callback before each tool call.
Also: docs update noting 64K minimum context requirement.
Closes #7915 (root cause was agent-loop termination, not Weixin delivery limits).
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| .. | ||
| __init__.py | ||
| test_anthropic_adapter.py | ||
| test_auxiliary_client.py | ||
| test_auxiliary_config_bridge.py | ||
| test_auxiliary_named_custom_providers.py | ||
| test_context_compressor.py | ||
| test_context_engine.py | ||
| test_context_references.py | ||
| test_credential_pool.py | ||
| test_credential_pool_routing.py | ||
| test_crossloop_client_cache.py | ||
| test_display.py | ||
| test_display_emoji.py | ||
| test_error_classifier.py | ||
| test_external_skills.py | ||
| test_insights.py | ||
| test_local_stream_timeout.py | ||
| test_memory_provider.py | ||
| test_memory_user_id.py | ||
| test_minimax_auxiliary_url.py | ||
| test_minimax_provider.py | ||
| test_model_metadata.py | ||
| test_model_metadata_local_ctx.py | ||
| test_models_dev.py | ||
| test_prompt_builder.py | ||
| test_prompt_caching.py | ||
| test_rate_limit_tracker.py | ||
| test_redact.py | ||
| test_skill_commands.py | ||
| test_smart_model_routing.py | ||
| test_subagent_progress.py | ||
| test_subdirectory_hints.py | ||
| test_title_generator.py | ||
| test_usage_pricing.py | ||