mirror of
https://github.com/NousResearch/hermes-agent.git
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d6785dc4d4
Three fixes for the (empty) response bug affecting open reasoning models: 1. Allow retries after prefill exhaustion — models like mimo-v2-pro always populate reasoning fields via OpenRouter, so the old 'not _has_structured' guard on the retry path blocked retries for EVERY reasoning model after the 2 prefill attempts. Now: 2 prefills + 3 retries = 6 total attempts before (empty). 2. Reset prefill/retry counters on tool-call recovery — the counters accumulated across the entire conversation, never resetting during tool-calling turns. A model cycling empty→prefill→tools→empty burned both prefill attempts and the third empty got zero recovery. Now counters reset when prefill succeeds with tool calls. 3. Strip think blocks before _truly_empty check — inline <think> content made the string non-empty, skipping both retry paths. Reported by users on Telegram with xiaomi/mimo-v2-pro and qwen3.5 models. Reproduced: qwen3.5-9b emits tool calls as XML in reasoning field instead of proper function calls, causing content=None + tool_calls=None + reasoning with embedded <tool_call> XML. Prefill recovery works but counter accumulation caused permanent (empty) in long sessions. |
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| .. | ||
| __init__.py | ||
| test_413_compression.py | ||
| test_860_dedup.py | ||
| test_1630_context_overflow_loop.py | ||
| test_agent_guardrails.py | ||
| test_agent_loop.py | ||
| test_agent_loop_tool_calling.py | ||
| test_agent_loop_vllm.py | ||
| test_anthropic_error_handling.py | ||
| test_async_httpx_del_neuter.py | ||
| test_compression_boundary.py | ||
| test_compression_feasibility.py | ||
| test_compression_persistence.py | ||
| test_compressor_fallback_update.py | ||
| test_context_pressure.py | ||
| test_context_token_tracking.py | ||
| test_dict_tool_call_args.py | ||
| test_exit_cleanup_interrupt.py | ||
| test_fallback_model.py | ||
| test_flush_memories_codex.py | ||
| test_interactive_interrupt.py | ||
| test_interrupt_propagation.py | ||
| test_long_context_tier_429.py | ||
| test_openai_client_lifecycle.py | ||
| test_percentage_clamp.py | ||
| test_primary_runtime_restore.py | ||
| test_provider_fallback.py | ||
| test_provider_parity.py | ||
| test_real_interrupt_subagent.py | ||
| test_redirect_stdout_issue.py | ||
| test_run_agent.py | ||
| test_run_agent_codex_responses.py | ||
| test_session_meta_filtering.py | ||
| test_session_reset_fix.py | ||
| test_streaming.py | ||
| test_strict_api_validation.py | ||
| test_switch_model_context.py | ||
| test_token_persistence_non_cli.py | ||
| test_tool_arg_coercion.py | ||
| test_unicode_ascii_codec.py | ||