hermes-agent

Files

T

Teknium 543d305bbb feat(moa): add reference_max_tokens to cap advisor output and cut turn latency (#56756 )

MoA per-turn latency is dominated by advisor GENERATION: turn wall time
correlates ~0.88 with output tokens and ~-0.03 with input tokens (measured over
52 turns). Each turn waits for the slowest advisor to finish writing, and
advisors were uncapped — writing multi-thousand-token essays the aggregator
only needs the gist of.

Add an opt-in per-preset reference_max_tokens knob (mirrors reference_temperature)
that caps ADVISOR output only; the acting aggregator is never capped. Default
None = uncapped, so existing presets are byte-for-byte unchanged (no regression).
Wired through both MoA execution paths (MoAChatCompletions.create and
aggregate_moa_context).

E2E: same task, closed preset uncapped vs reference_max_tokens=600 -> 59s to 33s
(~44% faster), final answer identical/correct.

- hermes_cli/moa_config.py: _coerce_int_or_none helper + reference_max_tokens
  in _normalize_preset/_default_preset/flattened view
- agent/moa_loop.py: read preset.reference_max_tokens, pass to reference fan-out
- agent/conversation_loop.py: pass reference_max_tokens on the per-turn path
- tests + docs

2026-07-02 00:16:35 -07:00

acp

fix(acp): also preserve archived rows on model-switch / restore saves

2026-07-01 17:16:51 +05:30

acp_adapter

feat(azure-foundry): add Microsoft Entra ID auth

2026-05-18 10:14:38 -07:00

agent

test(moa): assert aux cap against model resolver, not frozen literal

2026-07-02 06:31:18 +05:30

fix(ci): classify should default to no MCP

2026-06-23 10:32:27 -07:00

cli

fix(cli): flush un-persisted messages before /resume and /branch end the old session

2026-07-01 17:08:55 +05:30

computer_use

feat(computer_use): disable cua-driver telemetry by default, add opt-in (#50842 )

2026-06-22 09:57:16 -07:00

cron

fix(cron): prevent multi-target delivery loop crash on per-target failure

2026-07-01 03:48:37 -07:00

docker

fix(s6): dot-prefix gateway staging dir so svscan ignores it mid-build (#54834 )

2026-06-29 21:33:00 +10:00

e2e

fix(gateway): route SessionDB calls through AsyncSessionDB

2026-06-29 15:51:57 -07:00

fakes

…

fixtures/plugins/example-dashboard/dashboard

feat(dashboard): nous-blue theme, bulk sessions, schedule picker (#37383 )

2026-06-02 12:37:40 -04:00

gateway

fix(discord): ignore reply-ping-only mentions for bot-authored messages

2026-07-01 15:38:34 -04:00

hermes_cli

feat(moa): add reference_max_tokens to cap advisor output and cut turn latency (#56756 )

2026-07-02 00:16:35 -07:00

hermes_state

fix(state): exclude delegate/branch/tool children from resume walk + reconcile salvaged fixes

2026-06-25 16:29:09 -07:00

honcho_plugin

feat(memory): Honcho OAuth connect — desktop and CLI flows + token refresh (#44335 )

2026-06-22 19:16:47 -05:00

integration

feat(web_extract): truncate-and-store instead of LLM summarization (#54843 )

2026-06-29 10:00:49 -07:00

manual

docs(cron): scope in_channel to channels; document DM continuation knob

2026-07-01 03:16:13 -07:00

openviking_plugin

feat(openviking): add full recall prefetch policy

2026-06-24 18:53:49 +05:30

plugins

fix: protect cron output root from cleanup

2026-07-01 15:42:04 +05:30

providers

fix(models): pass model.base_url to fetch_models in /model picker

2026-06-16 13:09:40 -07:00

run_agent

fix(streaming): handle completed responses with empty/None choices (#55933 ) (#56713 )

2026-07-02 06:36:20 +05:30

scripts

revert(windows): roll back terminal-popup PRs #53791 #53810 #53829 (#53853 )

2026-06-27 15:59:00 -07:00

skills

feat(skills): add cloudflare-temporary-deploy optional skill (#50849 )

2026-06-22 12:14:30 -07:00

stress

chore: prune unused imports and duplicate import redefinitions

2026-05-28 22:26:25 -07:00

tools

Merge pull request #56582 from srojk34/fix/vertex-credentials-env-leak

2026-07-02 06:08:55 +05:30

tui_gateway

fix(tui_gateway): strip ANSI from slash-worker output for desktop chat

2026-07-01 16:28:34 -05:00

website

feat(skills): fix browse cap, add source links + copy buttons + category cleanup (#37143 )

2026-06-01 19:52:28 -07:00

__init__.py

…

conftest.py

feat(managed-scope): add managed_scope module (resolver, loaders, key helpers)

2026-06-19 07:46:33 -07:00

run_interrupt_test.py

…

test_account_usage.py

…

test_assistant_ui_tap_compat.py

test(deps): guard @assistant-ui cluster on one tap version

2026-06-15 11:55:02 -04:00

test_atomic_replace_symlinks.py

fix(utils): copy fallback for atomic replace across devices (#43852 )

2026-06-13 14:50:05 -07:00

test_background_review_session_isolation.py

test(review): add integration guards for the two isolation wirings (review)

2026-07-01 16:21:39 +05:30

test_base_url_hostname.py

…

test_batch_runner_checkpoint.py

chore: prune unused imports and duplicate import redefinitions

2026-05-28 22:26:25 -07:00

test_bitwarden_secrets.py

fix(bitwarden): prevent zip-slip path traversal when extracting bws binary (#40569 )

2026-06-06 18:33:44 -07:00

test_cli_file_drop.py

chore: prune unused imports and duplicate import redefinitions

2026-05-28 22:26:25 -07:00

test_cli_manual_compress.py

fix(tests): catch up six stale tests after compression/aux/kanban changes (#28465 )

2026-05-18 21:43:59 -07:00

test_cli_skin_integration.py

…

test_code_skew.py

fix(gateway): refuse model switch on stale checkout to avoid env_float ImportError

2026-06-24 04:16:54 +05:30

test_ctx_halving_fix.py

chore: prune unused imports and duplicate import redefinitions

2026-05-28 22:26:25 -07:00

test_dashboard_sidecar_close_on_disconnect.py

fix(dashboard): hide sidecar sessions from history (#49269 )

2026-06-19 18:06:38 -04:00

test_delegate_cascade_49148.py

fix(agent): stop delegate cascade from deleting the parent session

2026-06-21 12:09:16 -07:00

test_desktop_electron_pin.py

fix(desktop): resolve electronDist dynamically + self-heal blocked installs (supersedes #48081/#48082) (#48091 )

2026-06-17 18:48:35 -05:00

test_desktop_mac_entitlements.py

test(desktop): assert macOS device entitlements are inherited

2026-06-03 07:32:00 +07:00

test_dispatch_session_id.py

fix(dispatch): forward session_id into registry.dispatch (#28479 )

2026-06-14 00:27:59 -04:00

test_empty_model_fallback.py

test(models): guard Nous silent default against expensive-flagship escalation

2026-06-05 02:54:34 -07:00

test_empty_session_hygiene.py

fix: in-memory transcript blocks empty-session prune

2026-06-10 17:37:34 -07:00

test_env_loader_secret_sources.py

fix(secrets): only apply external secrets once per HERMES_HOME per process (#32271 )

2026-05-25 15:18:55 -07:00

test_evidence_store.py

chore: prune unused imports and duplicate import redefinitions

2026-05-28 22:26:25 -07:00

test_fast_safe_load.py

perf(startup): parse config + plugin manifests with libyaml CSafeLoader (#54486 )

2026-06-28 15:38:39 -07:00

test_gateway_streaming_nested_config.py

chore: prune unused imports and duplicate import redefinitions

2026-05-28 22:26:25 -07:00

test_get_tool_definitions_cache_isolation.py

fix(gateway): close residual memory-leak sites under heavy scheduled workload

2026-06-08 06:32:42 -07:00

test_hermes_bootstrap.py

revert(windows): roll back terminal-popup PRs #53791 #53810 #53829 (#53853 )

2026-06-27 15:59:00 -07:00

test_hermes_constants.py

fix(windows): cover remaining console-flash spawn legs (#54417 )

2026-06-28 13:49:08 -07:00

test_hermes_home_profile_warning.py

fix(constants): warn once when get_hermes_home() falls back under an active profile (#18746 )

2026-05-02 01:49:55 -07:00

test_hermes_logging.py

fix(logging): suppress Windows lock timeout tracebacks

2026-06-28 22:35:56 -07:00

test_hermes_state_compression_locks.py

fix(compression): prevent session-id fork from concurrent compressions (#34351 )

2026-05-28 21:40:39 -07:00

test_hermes_state_wal_fallback.py

fix(kanban): skip redundant WAL pragma on already-WAL connections

2026-05-27 14:31:55 -07:00

test_hermes_state.py

fix(state): order conversation replay by id, not timestamp

2026-07-01 15:52:37 +05:30

test_honcho_client_concurrency.py

fix(plugins): thread-safe lazy-singleton helpers; fix honcho TOCTOU (#24759 ) (#42150 )

2026-06-08 09:35:22 -07:00

test_honcho_client_config.py

fix(honcho): harden self-hosted setup paths

2026-05-29 22:29:48 -07:00

test_honcho_session_context.py

fix(honcho): align user context peer perspective

2026-05-27 10:49:33 -07:00

test_honcho_startup_fail_open.py

fix: make Honcho startup fail open

2026-06-01 20:13:42 -07:00

test_install_diverged_update.py

test(installer): cover diverged managed-clone recovery in install scripts

2026-06-30 20:11:01 +07:00

test_install_lockfile_churn.py

fix(install): discard managed lockfile churn before stashing

2026-06-25 23:49:11 -07:00

test_install_no_initial_commit.py

fix(install): move broken checkout aside instead of deleting it

2026-06-08 02:18:21 -07:00

test_install_ps1_native_stderr_eap.py

fix(install): fail fast when uv venv genuinely fails under relaxed EAP

2026-06-18 22:11:35 +05:30

test_install_ps1_python_fallback_venv.py

test(installer): lock Python-fallback propagation into the venv stage (#50769 )

2026-06-23 21:33:08 -07:00

test_install_ps1_uv_powershell_host.py

test(install): lock uv installer to a resolved PowerShell host

2026-06-18 16:26:34 +07:00

test_install_sh_browser_install.py

test(install): track run_with_timeout extraction after #39219 refactor (#54185 )

2026-06-28 03:58:01 -07:00

test_install_sh_install_method_stamp.py

fix(update): scope install-method stamp to the code tree, not $HERMES_HOME (#48188 )

2026-06-18 14:14:41 +10:00

test_install_sh_node_global_prefix.py

fix(hermes): heal broken managed Node tree instead of PATH fallback

2026-06-26 20:10:20 +05:30

test_install_sh_pythonpath_sanitization.py

fix: harden install.sh against inherited Python env leakage

2026-05-06 04:02:02 -07:00

test_install_sh_root_fhs_uv_python_path.py

test(install): harden uv-python-path regression test against future drift

2026-05-27 13:55:51 -07:00

test_install_sh_setup_wizard_tty_probe.py

…

test_install_sh_symlink_stomp.py

chore: prune unused imports and duplicate import redefinitions

2026-05-28 22:26:25 -07:00

test_install_sh_termux_network_prereqs.py

fix: strengthen termux install network prerequisites

2026-05-07 13:04:08 -07:00

test_install_unmerged_index.py

fix(install): discard managed lockfile churn before stashing

2026-06-25 23:49:11 -07:00

test_ipv4_preference.py

chore: prune unused imports and duplicate import redefinitions

2026-05-28 22:26:25 -07:00

test_lazy_session_regressions.py

fix(gateway): surface retry hint instead of silently dropping turn after /stop (#31884 )

2026-06-24 23:51:31 +05:30

test_lint_config.py

chore: prune unused imports and duplicate import redefinitions

2026-05-28 22:26:25 -07:00

test_live_system_guard_self_test.py

chore: ruff auto-fix PLR6201 resweep — tuple → set in membership tests (#27355 )

2026-05-17 02:29:41 -07:00

test_mcp_serve.py

fix(mcp): stop EventBridge silently dropping sessions.json-only changes

2026-07-01 04:55:50 -07:00

test_mini_swe_runner.py

…

test_minimax_model_validation.py

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test_minimax_oauth.py

chore: prune unused imports and duplicate import redefinitions

2026-05-28 22:26:25 -07:00

test_minisweagent_path.py

…

test_model_forces_max_completion_tokens.py

fix(params): send max_completion_tokens for newer OpenAI families on custom endpoints

2026-06-09 23:22:10 -07:00

test_model_picker_scroll.py

chore: prune unused imports and duplicate import redefinitions

2026-05-28 22:26:25 -07:00

test_model_tools_async_bridge.py

fix(web): run URL SSRF checks off the event loop in async paths

2026-06-04 18:04:47 -07:00

test_model_tools.py

feat(moa): expose MoA presets as selectable virtual models (#46081 )

2026-06-25 13:52:06 -07:00

test_ollama_num_ctx.py

test(vision): cover Ollama /api/show vision capability routing (#54511 )

2026-06-28 22:52:59 -07:00

test_output_cap_parsing.py

fix(context): parse vLLM's token-based output-cap error format

2026-07-01 03:17:48 -07:00

test_package_json_lazy_deps.py

fix(update): make Camofox lazy-installed instead of eager (#27055 )

2026-05-16 12:15:45 -07:00

test_packaging_metadata.py

security(deps): enforce aiohttp CVE floor on all lazy messaging paths + coverage guard

2026-07-01 02:51:45 -07:00

test_plugin_skills.py

chore: prune unused imports and duplicate import redefinitions

2026-05-28 22:26:25 -07:00

test_plugin_utils.py

fix(plugins): thread-safe lazy-singleton helpers; fix honcho TOCTOU (#24759 ) (#42150 )

2026-06-08 09:35:22 -07:00

test_process_loop_event_loop_warning.py

chore: prune unused imports and duplicate import redefinitions

2026-05-28 22:26:25 -07:00

test_profile_isolation_runtime.py

test(profile): two-profile regression suite + preserve skills_hub monkeypatch seam

2026-06-30 15:30:06 -07:00

test_project_metadata.py

fix(memory): lazy-install supermemory + mem0 SDKs like honcho/hindsight

2026-06-29 00:25:36 -07:00

test_retry_utils.py

fix: handle named custom providers and Z.AI overload retries

2026-06-25 00:17:17 -07:00

test_run_tests_parallel.py

fix(tests): bare pytest flags pass through run_tests.sh without a '--' separator (#54008 )

2026-06-27 22:43:26 -07:00

test_sanitize_tool_error.py

security: sanitize tool error strings before injecting into model context (#26823 )

2026-05-16 00:57:39 -07:00

test_setup_temporary_outputs.py

refactor(ci): rewrite docker tests to check built container

2026-06-26 19:15:18 -07:00

test_slash_worker_watchdog.py

feat(slash-worker): self-terminate on parent death via create_time watchdog

2026-06-08 07:03:12 -07:00

test_sql_injection.py

…

test_stale_utils_module_import.py

fix(gateway): refuse model switch on stale checkout to avoid env_float ImportError

2026-06-24 04:16:54 +05:30

test_state_db_malformed_repair.py

fix(state): detect and repair FTS write corruption that silently drops gateway history (#52798 )

2026-06-25 21:18:41 -07:00

test_subprocess_home_isolation.py

fix: make profile subprocess HOME policy explicit

2026-06-14 03:20:21 -07:00

test_termux_all_extra_compat.py

fix: add termux-all install profile and safe fallbacks

2026-05-07 13:04:08 -07:00

test_timezone.py

chore: prune unused imports and duplicate import redefinitions

2026-05-28 22:26:25 -07:00

test_toolset_distributions.py

chore: prune unused imports and duplicate import redefinitions

2026-05-28 22:26:25 -07:00

test_toolsets.py

chore: prune unused imports and duplicate import redefinitions

2026-05-28 22:26:25 -07:00

test_trajectory_compressor_async.py

chore: prune unused imports and duplicate import redefinitions

2026-05-28 22:26:25 -07:00

test_trajectory_compressor.py

fix(research): keep tool_call/tool_response pairs intact when compressing trajectories

2026-06-07 05:01:27 -07:00

test_transform_llm_output_hook.py

test+docs: cover transform_llm_output hook + release author map

2026-05-07 05:46:05 -07:00

test_transform_tool_result_hook.py

test: stub has_hook in transform_tool_result hook tests

2026-06-03 06:36:46 -07:00

test_tui_gateway_loop_noise.py

fix(tui_gateway): suppress WS peer-hangup teardown error flood (#50005 ) (#54126 )

2026-06-28 02:35:01 -07:00

test_tui_gateway_queue_on_busy.py

fix(tui_gateway): queue mid-turn prompts instead of dropping them on a busy retry

2026-06-25 12:29:49 -05:00

test_tui_gateway_server.py

fix(tui_gateway): reject negative truncate_before_user_ordinal to prevent silent history loss

2026-07-01 01:52:58 -07:00

test_tui_gateway_ws.py

fix(tui): start MCP discovery for websocket sessions

2026-06-28 04:14:12 -07:00

test_tui_mcp_late_refresh.py

fix(tui): refresh tool snapshot when MCP discovery lands after agent build (#48403 )

2026-06-18 05:41:23 -07:00

test_utils_truthy_values.py

…

test_web_server.py

test(web_server): assert ws-ping invariant, not frozen 20.0 literal

2026-06-30 03:11:13 -07:00

test_wheel_locales_e2e.py

fix(packaging): ship locales/ i18n catalogs in wheel, sdist, and Nix (#38383 )

2026-06-03 12:00:27 -07:00

test_windows_subprocess_no_window_flags.py

test: make windows no-window-flag assertions immune to update-check daemon

2026-06-30 01:35:55 -05:00

test_yaml_indent_consistency_31999.py

fix(utils): unify YAML list indent across all config writers (#31999 )

2026-06-25 23:27:44 +05:30

test_yuanbao_integration.py

chore: prune unused imports and duplicate import redefinitions

2026-05-28 22:26:25 -07:00

test_yuanbao_markdown.py

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test_yuanbao_pipeline.py

fix(gateway): fail-closed external-surface defaults + profile-aware multiplex authz

2026-07-01 03:56:28 -07:00

test_yuanbao_proto.py

chore: prune unused imports and duplicate import redefinitions

2026-05-28 22:26:25 -07:00

test_yuanbao_shutdown.py

fix(yuanbao): bound ws.close() so an idle server can't stall shutdown ~5s (#40607 )

2026-06-07 17:49:38 -07:00