hermes-agent/tests/run_agent
Teknium 7c38249c79
feat(moa): references see full tool state + fire on every user/tool response (#54016)
The advisory reference view stripped all tool calls and tool results, so
reference models judged a task whose actions and results they never saw — and
references only fired once per user turn, never re-running as the agent's
state advanced through the tool loop.

Two fixes:
- _reference_messages() now PRESERVES the agent's tool calls and tool results,
  rendering them inline as text ([called tool: ...] / [tool result: ...]) so a
  reference gives an informed judgement on the real current state. Still emits
  zero tool-role messages and zero tool_calls arrays (strict providers reject
  those), and large tool results are previewed head+tail (4000-char budget).
  The required end-on-user shape is met by APPENDING a synthetic advisory user
  turn — not by deleting the agent's latest context (which the prior fix did).
- References now re-run on every state change — each new user message AND each
  new tool result — instead of once per user turn. The state-sensitive advisory
  signature drives the cache: new tool result = miss (re-run), identical-state
  re-call = hit (no re-run, no re-emit).

The acting aggregator still receives the full, untrimmed transcript.
2026-06-28 00:30:11 -07:00
..
__init__.py
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conftest.py
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repro_48013_image_shrink_brick.py
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test_413_compression.py test(agent): regression for token-only compression progress (#39550, #23767) 2026-06-22 15:26:29 +05:30
test_860_dedup.py
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test_1630_context_overflow_loop.py
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test_18028_content_policy_blocked.py
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test_24996_fallback_exhaustion_cooldown.py test(24996): freeze monotonic clock to de-flake fallback cooldown timing 2026-06-27 21:07:53 -07:00
test_28161_anthropic_stream_pool_cleanup.py fix(streaming): rebuild Anthropic client on stream cleanup instead of OpenAI client 2026-06-27 19:37:33 -07:00
test_31273_402_not_retried.py
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test_agent_guardrails.py
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test_anthropic_prompt_cache_policy.py
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test_anthropic_third_party_oauth_guard.py
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test_anthropic_truncation_continuation.py
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test_api_max_retries_config.py
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test_async_httpx_del_neuter.py
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test_auth_provider_failover.py
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test_background_review.py
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test_background_review_cache_parity.py
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test_background_review_cost_controls.py feat(background-review): aux-model selector for the self-improvement review (#49252) 2026-06-22 14:54:53 -07:00
test_background_review_summary.py
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test_background_review_toolset_restriction.py
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test_callable_api_key.py
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test_codex_app_server_integration.py
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test_codex_multimodal_tool_result.py
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test_codex_no_tools_nonetype.py
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test_codex_silent_hang_hint.py
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test_codex_xai_oauth_recovery.py
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test_commit_memory_session_context_engine.py
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test_compress_focus_plugin_fallback.py
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test_compression_boundary.py
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test_compression_boundary_hook.py test(compression): pin rotation-fallback tests to in_place=False ahead of default flip 2026-06-25 12:56:05 -07:00
test_compression_feasibility.py fix(auxiliary): honor fallback chain when compression provider auth is unavailable 2026-06-25 13:08:18 -07:00
test_compression_persistence.py fix(agent): rebaseline in-place compression flushes 2026-06-27 03:04:26 -07:00
test_compression_trigger_excludes_reasoning.py
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test_compressor_fallback_update.py
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test_concurrent_interrupt.py
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test_context_token_tracking.py
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test_copilot_native_vision_headers.py
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test_create_openai_client_disables_sdk_retries.py fix(agent): disable OpenAI SDK auto-retry that double-fires inside the rate-limit loop 2026-06-27 19:23:15 -07:00
test_create_openai_client_kwargs_isolation.py
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test_create_openai_client_proxy_env.py
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test_create_openai_client_reuse.py
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test_credential_pool_interrupt.py
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test_credits_notices_toggle.py
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test_deepseek_reasoning_content_echo.py
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test_deepseek_v4_thinking_live.py
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test_dict_tool_call_args.py
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test_empty_response_recovery_persistence.py
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test_exit_cleanup_interrupt.py
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test_fallback_credential_isolation.py fix(fallback): attach credential pool after provider switch 2026-06-27 04:39:26 -07:00
test_file_mutation_verifier.py feat(agent): require verification before finishing edits 2026-06-24 23:02:48 -05:00
test_identity_flush.py
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test_image_rejection_fallback.py fix(image-routing): unblock message queue on OpenRouter 'no endpoints' image 404 (#53901) 2026-06-27 19:07:02 -07:00
test_image_shrink_recovery.py fix(agent): shrink anthropic-native image history 2026-06-22 18:23:21 -05:00
test_in_place_compaction.py test(compression): pin rotation-fallback tests to in_place=False ahead of default flip 2026-06-25 12:56:05 -07:00
test_infinite_compaction_loop.py
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test_init_fallback_on_exhausted_pool.py
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test_interactive_interrupt.py
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test_interrupt_propagation.py
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test_invalid_context_length_warning.py
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test_iteration_budget_race.py
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test_jsondecodeerror_retryable.py
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test_last_reasoning_per_turn.py
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test_long_context_tier_429.py
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test_materialize_data_url_cleanup.py
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test_memory_nudge_counter_hydration.py
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test_memory_provider_init.py
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test_memory_sync_interrupted.py
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test_message_sequence_repair.py
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test_moa_loop_mode.py feat(moa): references see full tool state + fire on every user/tool response (#54016) 2026-06-28 00:30:11 -07:00
test_multimodal_tool_content_recovery.py
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test_nonretryable_error_html_summary.py
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test_notice_spine.py
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test_nous_429_fallback_reentry.py
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test_openai_client_lifecycle.py
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test_partial_stream_finish_reason.py
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test_percentage_clamp.py
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test_plugin_context_engine_init.py
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test_primary_runtime_restore.py
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test_provider_attribution_headers.py
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test_provider_fallback.py
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test_provider_parity.py
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test_real_interrupt_subagent.py
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test_redirect_stdout_issue.py
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test_repair_tool_call_arguments.py
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test_repair_tool_call_name.py
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test_retry_status_buffer.py
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test_review_prompt_class_first.py
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test_run_agent.py test(agent,gateway): cover partial-stream recovery and restart helper salvage 2026-06-27 22:03:14 -07:00
test_run_agent_codex_responses.py
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test_run_agent_multimodal_prologue.py
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test_sequential_chats_live.py
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test_session_id_env.py
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test_session_meta_filtering.py
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test_session_reset_fix.py
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test_session_source.py
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test_steer.py
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test_stream_drop_logging.py
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test_stream_interrupt_retry.py
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test_streaming.py test(streaming): repoint anthropic stream-cleanup test to close+rebuild path 2026-06-27 19:37:33 -07:00
test_streaming_tool_call_repair.py
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test_strict_api_validation.py
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test_strip_reasoning_tags_cli.py
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test_switch_model_context.py
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test_switch_model_fallback_prune.py
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test_switch_model_pool_reload_52727.py fix(agent): reload credential pool on switch_model provider change (#52727) 2026-06-27 04:39:26 -07:00
test_switch_model_rollback.py
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test_thinking_only_sanitizer.py
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test_thinking_sig_recovery_persistence.py
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test_tls_fd_recycle_corruption.py
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test_token_persistence_non_cli.py
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test_tool_arg_coercion.py
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test_tool_call_args_sanitizer.py
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test_tool_call_guardrail_runtime.py
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test_tool_call_incremental_persistence.py fix(agent): persist tool calls before turn-end flush 2026-06-24 02:15:57 +05:30
test_tool_executor_contextvar_propagation.py
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test_tool_name_db_persistence.py
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test_turn_completion_explainer.py test(agent,gateway): cover partial-stream recovery and restart helper salvage 2026-06-27 22:03:14 -07:00
test_unicode_ascii_codec.py
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test_vision_aware_preprocessing.py
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test_vision_tool_messages.py
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