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hermes-agent/agent
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briandevans 9078a838c7 fix(lmstudio): clamp max/ultra reasoning effort to LM Studio's ceiling 
LM Studio's request vocabulary tops out at "xhigh", but Hermes' generic
effort ladder has since grown two stronger levels. "max" and "ultra" miss
the _LM_VALID_EFFORTS membership test, keep the initialized "medium"
default, and are thereby conflated with unparseable input -- so asking for
more reasoning yields less than "xhigh":

    high  -> 'high'     xhigh -> 'xhigh'
    max   -> 'medium'   ultra -> 'medium'

This is drift, not a design choice. The valid set was an exact mirror of
VALID_REASONING_EFFORTS when the file was authored; the ladder then grew
"max" and later "ultra", and the sweep that taught every other provider
about the new levels missed this module -- it has never been touched since
it was written.

Clamp the two stronger levels onto LM Studio's declared ceiling instead,
mirroring the ceiling clamp every other provider already applies. Widening
_LM_VALID_EFFORTS would instead assert that LM Studio accepts "max" on the
wire, which is a provider-side claim this repo cannot verify; clamping
consumes only the ceiling the file already declares for itself.

The clamp is kept separate from _LM_EFFORT_ALIASES because that mapping is
also applied to the model's published allowed_options, which must not be
rewritten. A clamped value stays subject to the allowed_options check, so a
model that does not publish "xhigh" still gets the field omitted and falls
back to its own default -- exactly how a directly-requested "xhigh" behaves.

The regression test asserts monotonicity over the canonical ladder rather
than the two values alone, so the next level added upstream cannot silently
reintroduce the inversion.
2026-07-16 07:57:51 -07:00
..
lsp refactor(setup): route dependency installs through the canonical uv→pip→ensurepip ladder 2026-07-07 04:09:35 -07:00
pet fix: remove dead f-string prefixes via ruff F541 (216 sites) (#52336) 2026-07-05 13:42:46 -07:00
secret_sources feat(secrets): adapt 1Password onto the SecretSource interface 2026-07-06 04:58:07 -07:00
transports fix(usage): read DeepSeek's native prompt_cache_hit_tokens cache field (#65678) 2026-07-16 07:29:53 -07:00
__init__.py fix(agent): preload jiter native parser 2026-05-28 00:20:11 -07:00
account_usage.py feat(codex): redeem banked usage-limit resets via /usage reset (#64280) 2026-07-14 03:23:19 -07:00
agent_init.py feat: add LM Studio JIT load mode 2026-07-16 15:23:14 +05:30
agent_runtime_helpers.py chore(agent): tripwire — warn when a turn starts before the previous turn's persist 2026-07-16 04:56:10 -07:00
anthropic_adapter.py fix(auxiliary): apply review fixes to #36043 — guard named-custom routing, drop dead key assignment, tighten Palantir host match 2026-07-16 07:28:07 -07:00
async_utils.py fix(async): close unscheduled coroutines in all threadsafe bridges (#26584) 2026-05-15 14:00:01 -07:00
aux_accounting.py feat(analytics): record auxiliary model usage per task in session accounting (#65537) 2026-07-16 04:23:12 -07:00
auxiliary_client.py fix(auxiliary): apply review fixes to #36043 — guard named-custom routing, drop dead key assignment, tighten Palantir host match 2026-07-16 07:28:07 -07:00
azure_identity_adapter.py feat(azure-foundry): add Microsoft Entra ID auth 2026-05-18 10:14:38 -07:00
background_review.py fix(background_review): gate reasoning_config inheritance on not-routed + dedupe recorder stubs 2026-07-14 17:19:46 +05:30
bedrock_adapter.py fix(bedrock): streaming fallback to Converse API + image base64 decode + bearer token routing 2026-07-15 09:59:38 -07:00
billing_view.py feat(billing): /billing terminal billing — interactive TUI + CLI client (#45449) 2026-06-19 01:53:32 +05:30
bounded_response.py fix(agents): bound streaming error-response body reads 2026-07-05 14:00:20 -07:00
browser_provider.py fix(browser): self-review pass — dead-import, log levels, future-proofing 2026-05-17 04:04:15 -07:00
browser_registry.py style: restore PEP8 blank-line separation after dead-code removal 2026-05-29 04:22:27 -07:00
chat_completion_helpers.py fix(codex): raise hard-ceiling default above the max stale floor 2026-07-15 04:55:48 -07:00
codex_responses_adapter.py fix(agent): treat Codex incomplete content filter as refusal 2026-07-15 09:47:37 -07:00
codex_runtime.py fix(context): persist fallback compaction breaker 2026-07-14 02:19:40 +05:30
coding_context.py test: deflake CI and dev-machine flaky tests in bulk (11 tests, 10 files) (#61816) 2026-07-09 20:03:11 -07:00
context_breakdown.py feat(desktop): add context usage breakdown popover 2026-06-29 09:18:10 -04:00
context_compressor.py fix(context): harden compression failure feedback 2026-07-16 14:34:03 +05:30
context_engine.py fix(context): clamp -1 post-compression sentinel in sibling status paths 2026-07-01 13:36:50 +05:30
context_references.py fix(security): anchor @file context refs to canonical read deny-list 2026-07-01 02:43:49 -07:00
conversation_compression.py fix(context): persist fallback compaction breaker 2026-07-14 02:19:40 +05:30
conversation_loop.py fix(bedrock): streaming fallback to Converse API + image base64 decode + bearer token routing 2026-07-15 09:59:38 -07:00
copilot_acp_client.py fix(file-safety): distinguish safe-root write denial from credential blocks 2026-07-14 17:09:40 +05:30
credential_persistence.py feat(auth): make xAI Grok OAuth device-code-only, drop loopback login 2026-07-02 13:17:41 -07:00
credential_pool.py fix(auth): preserve fallback routes and OAuth state 2026-07-16 06:14:56 -07:00
credential_sources.py feat(auth): make xAI Grok OAuth device-code-only, drop loopback login 2026-07-02 13:17:41 -07:00
credits_tracker.py feat(billing): /credits command — balance + portal top-up handoff (#44776) 2026-06-12 08:51:10 +00:00
curator.py fix(runtime): preserve resolved fork metadata 2026-07-10 18:32:32 +05:30
curator_backup.py fix: remove dead f-string prefixes via ruff F541 (216 sites) (#52336) 2026-07-05 13:42:46 -07:00
display.py fix: harden remaining display-layer surfaces against non-string tool args 2026-07-15 00:10:22 -07:00
error_classifier.py fix(plugins): classify stale-call circuit breaker as failover, not retry 2026-07-16 00:27:39 +05:30
errors.py fix(streaming): retry zero-chunk streams 2026-07-15 10:58:36 +05:30
file_safety.py fix(file-safety): distinguish safe-root write denial from credential blocks 2026-07-14 17:09:40 +05:30
gemini_native_adapter.py feat(gemini): improve request context for support and compatibility 2026-07-13 22:26:19 -07:00
gemini_schema.py
i18n.py fix(packaging): ship locales/ i18n catalogs in wheel, sdist, and Nix (#38383) 2026-06-03 12:00:27 -07:00
image_gen_provider.py feat(image-gen): add image-to-image / editing to image_generate (#48705) 2026-06-18 22:13:07 -07:00
image_gen_registry.py fix(plugins): filter resolution by is_available() in web + image_gen registries 2026-05-13 22:31:28 -07:00
image_routing.py Guard native image routing with file safety 2026-07-05 03:15:03 -07:00
insights.py fix(insights): include auxiliary usage in overview token totals (#65603) 2026-07-16 05:39:33 -07:00
iteration_budget.py refactor(run_agent): extract OpenAI proxy, safe stdio, IterationBudget 2026-05-16 17:59:32 -07:00
jiter_preload.py fix(agent): preload jiter native parser 2026-05-28 00:20:11 -07:00
kanban_stop.py follow-up: integrate agent nudge + dispatcher retry docs and tests 2026-07-14 16:47:33 +05:30
learn_prompt.py fix(learn): honor requirements mixed with sources in /learn requests (#55956) 2026-06-30 16:56:01 -07:00
learning_graph.py fix(learning_graph): guard non-dict metadata so /journey can't crash 2026-07-01 16:25:48 -05:00
learning_graph_render.py fix: cover remaining GNU-only %-d strftime site in learning graph render 2026-07-05 00:59:35 -07:00
learning_mutations.py refactor(journey): route memory mutations through MemoryStore atomic I/O 2026-06-30 15:16:21 -05:00
lmstudio_reasoning.py fix(lmstudio): clamp max/ultra reasoning effort to LM Studio's ceiling 2026-07-16 07:57:51 -07:00
manual_compression_feedback.py fix(context): harden compression failure feedback 2026-07-16 14:34:03 +05:30
markdown_tables.py fix(cli): vertical fallback for markdown tables wider than terminal (#23948) 2026-05-11 16:49:13 -07:00
memory_manager.py refactor: address Phase-2 review findings on /new boundary handoff 2026-07-09 03:21:54 +05:30
memory_provider.py fix(backup): capture memory-provider state stored outside HERMES_HOME (#50325) 2026-06-21 12:03:46 -07:00
message_content.py fix(openviking): preserve structured sync attribution 2026-06-19 15:23:41 +08:00
message_sanitization.py fix(agent): close tool-call sequence on all interrupt aborts, not just finalize_turn 2026-06-25 12:24:34 -05:00
moa_loop.py feat(portal): ambient conversation context entangles aux/MoA/delegate calls 2026-07-16 01:13:43 -07:00
moa_trace.py fix(moa): capture streamed aggregator output into full-turn traces (#56312) 2026-07-01 04:07:46 -07:00
model_metadata.py refactor(agent): drop the solar-pro rolling alias, default to solar-pro3 2026-07-15 00:09:24 +05:30
models_dev.py remove Vercel AI Gateway and Vercel Sandbox (#33067) 2026-05-27 00:43:32 -07:00
moonshot_schema.py fix(moonshot): handle union type arrays in tool schemas 2026-06-13 05:51:41 -07:00
nous_rate_guard.py
onboarding.py fix(config): close unreadable-overwrite bug class at a single chokepoint 2026-07-05 23:00:34 +05:30
oneshot.py feat(agent): one-shot LLM helper + llm.oneshot gateway RPC (#51261) 2026-06-23 08:01:50 +00:00
plugin_llm.py feat(plugins): run any LLM call from inside a plugin via ctx.llm (#23194) 2026-05-10 07:09:28 -07:00
portal_tags.py feat(portal): ambient conversation context entangles aux/MoA/delegate calls 2026-07-16 01:13:43 -07:00
process_bootstrap.py fix(agent): apply pool-level keepalive to the process_bootstrap sibling builder 2026-07-05 03:14:55 -07:00
prompt_builder.py docs(kanban): port attachment guidance into KANBAN_GUIDANCE 2026-07-16 07:33:14 -07:00
prompt_caching.py refactor(salvage): scope #40632 to the two live copy-on-write sites 2026-07-09 14:35:14 +05:30
rate_limit_tracker.py
reactions.py feat(agent): core affection reaction detector + reaction_callback 2026-07-10 05:41:59 -05:00
reasoning_timeouts.py fix(reasoning): add deepseek-v4-flash and deepseek-v4-pro to reasoning timeout floor 2026-07-09 15:04:14 +05:30
redact.py fix(redact): skip env-lookup exception for JSON/YAML config field redaction 2026-07-05 13:58:19 -07:00
replay_cleanup.py fix(agent): preserve none vs unknown tool effects (#61783) 2026-07-11 05:41:58 -07:00
retry_utils.py refactor(retry): single-source Z.AI overload short-attempts + drop change-detector assert 2026-07-07 11:57:01 +05:30
runtime_cwd.py fix(agent): scope install-tree guard to fallback-picked cwds, allow cli/tui in-tree dev 2026-07-16 04:32:23 -07:00
secret_scope.py feat(gateway): multiplex phase 2 — fail-closed profile credential isolation (Workstream A) 2026-06-19 07:34:15 -07:00
shell_hooks.py fix(cli): safe mode also skips shell-hook registration 2026-07-07 02:32:32 -07:00
skill_bundles.py fix(gateway): apply platform-disabled skill gate to bundle invocations (#59156) 2026-07-05 14:48:11 -07:00
skill_commands.py fix(skills): guard skill slash commands against core-command and slug collisions 2026-07-14 16:41:21 +05:30
skill_preprocessing.py fix(windows): hide console-window flash on backend git/gh/wmic/bash subprocess spawns 2026-06-28 05:28:45 -07:00
skill_utils.py perf(skills): speed up snapshot prompt builds 2026-07-09 02:41:24 +05:30
ssl_guard.py fix(ssl): align guard docs and escape hatch 2026-06-13 21:14:32 -07:00
ssl_verify.py fix(agent): honor custom CA certs on aux client + harden TLS resolution 2026-07-02 04:51:56 +05:30
stream_diag.py feat(agent): buffer retry/fallback status, surface only on terminal failure (#33816) 2026-05-28 04:53:27 -07:00
subdirectory_hints.py fix(subdirectory_hints): catch RuntimeError from Path.expanduser() 2026-07-01 04:55:15 -07:00
system_prompt.py fix(agent): scope install-tree guard to fallback-picked cwds, allow cli/tui in-tree dev 2026-07-16 04:32:23 -07:00
think_scrubber.py fix(agent): re-arm think scrubber boundary after stream flush 2026-07-16 01:07:29 +05:30
thinking_timeout_guidance.py fix(agent): detect thinking-timeout for reasoning models and surface actionable guidance instead of misleading file-write advice 2026-06-25 19:00:48 -07:00
thread_scoped_output.py fix(bg-review): scope stdout/stderr silencing to the worker thread (#55966) 2026-06-30 17:28:33 -07:00
title_generator.py feat(analytics): record auxiliary model usage per task in session accounting (#65537) 2026-07-16 04:23:12 -07:00
tool_dispatch_helpers.py fix(agent): canonicalise paths in parallel-batch planner to prevent same-file concurrent mutation 2026-07-16 04:26:32 -07:00
tool_executor.py fix(agent): canonicalise paths in parallel-batch planner to prevent same-file concurrent mutation 2026-07-16 04:26:32 -07:00
tool_guardrails.py fix: add recovery hints to loop guard warnings 2026-05-19 00:12:12 -07:00
tool_result_classification.py fix(agent): preserve none vs unknown tool effects (#61783) 2026-07-11 05:41:58 -07:00
trace_upload.py feat(sessions): trace export + HF upload via 'sessions export --format trace' (#60507) 2026-07-07 15:12:49 -07:00
trajectory.py
transcription_provider.py feat(stt): add register_transcription_provider() plugin hook 2026-05-25 01:41:19 -07:00
transcription_registry.py fix(deepinfra): harden multimodal provider routing 2026-07-14 02:59:39 +05:30
tts_provider.py feat(tts): add register_tts_provider() plugin hook (closes #30398) 2026-05-24 18:04:54 -07:00
tts_registry.py feat(providers): Support DeepInfra as an LLM provider 2026-07-14 02:59:39 +05:30
turn_context.py chore(agent): tripwire — warn when a turn starts before the previous turn's persist 2026-07-16 04:56:10 -07:00
turn_finalizer.py fix(session): restore clean API-local turn content 2026-07-14 03:32:46 +05:30
turn_retry_state.py feat(vertex): add Google Vertex AI provider for Gemini (OAuth2) 2026-07-01 05:25:33 -07:00
usage_pricing.py fix(usage): read DeepSeek's native prompt_cache_hit_tokens cache field (#65678) 2026-07-16 07:29:53 -07:00
verification_evidence.py feat(agent): recognize focused ad-hoc verification scripts 2026-06-24 23:03:45 -05:00
verification_stop.py fix(approval): allow verifier temp cleanup 2026-07-12 04:32:52 -07:00
verify_hooks.py feat(agent): add pre_verify hook and verify-on-stop coding guidance 2026-06-30 00:59:29 -05:00
vertex_adapter.py security(vertex): route credential/project/region resolution through the profile secret scope 2026-07-02 06:07:56 +05:30
video_gen_provider.py feat(providers): Support DeepInfra as an LLM provider 2026-07-14 02:59:39 +05:30
video_gen_registry.py fix(deepinfra): harden multimodal provider routing 2026-07-14 02:59:39 +05:30
web_search_provider.py fix(web): widen config-aware env resolution to exa/parallel/tavily/brave-free providers 2026-07-06 02:42:24 -07:00
web_search_registry.py fix(web): correct 'disabled plugin' diagnosis for web backends (#59573) 2026-07-06 04:38:17 -07:00