hermes-agent/agent
Bryan Bednarski 0d9b7132ff feat(observability): observer-grade telemetry hooks + NeMo-Relay plugin
Adds backend-neutral observer hooks for plugins: session, turn, API
request, tool, approval, and subagent lifecycle events with stable
correlation IDs (session_id, task_id, turn_id, api_request_id,
tool_call_id, parent/child subagent ids). Extends VALID_HOOKS with
api_request_error and subagent_start.

Hot path is zero-cost when no plugin subscribes: has_hook()/presence
checks gate all payload construction, request payloads are returned
by reference when no middleware rewrites, and the sanitized response
payload no longer embeds raw response objects.

Bundles the optional NeMo-Relay observability plugin
(plugins/observability/nemo_relay) as an in-repo consumer of the new
hooks, peer to the existing langfuse plugin. Fails open when the
optional nemo-relay package is not installed.

Authored-by: Bryan Bednarski <bbednarski@nvidia.com>
Salvaged from #29722 onto current main.
2026-06-03 06:36:46 -07:00
..
lsp fix(lsp): handle Windows .cmd shims in LSP process spawn 2026-05-30 02:08:36 -07:00
secret_sources chore: prune unused imports and duplicate import redefinitions 2026-05-28 22:26:25 -07:00
transports chore: prune unused imports and duplicate import redefinitions 2026-05-28 22:26:25 -07:00
__init__.py fix(agent): preload jiter native parser 2026-05-28 00:20:11 -07:00
account_usage.py chore: ruff auto-fix PLR6201 — tuple → set in membership tests (#23937) 2026-05-11 11:13:25 -07:00
agent_init.py chore: prune unused imports and duplicate import redefinitions 2026-05-28 22:26:25 -07:00
agent_runtime_helpers.py feat(observability): observer-grade telemetry hooks + NeMo-Relay plugin 2026-06-03 06:36:46 -07:00
anthropic_adapter.py fix(anthropic): demote dead thinking signature when orphan-strip mutates the latest turn 2026-05-31 06:14:34 -07:00
async_utils.py fix(async): close unscheduled coroutines in all threadsafe bridges (#26584) 2026-05-15 14:00:01 -07:00
auxiliary_client.py fix(aux): self-heal Nous-routed calls when a pinned model leaves the catalog (#37732) 2026-06-02 17:14:36 -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 test: cover ci-unblocker production regressions 2026-05-27 22:14:53 -07:00
bedrock_adapter.py chore: remove dead code — 28 unused functions/classes across 16 files 2026-05-29 04:22:27 -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 revert: drop cumulative-resend tool-arg heuristic from shared streaming path (#35718) (#35860) 2026-05-31 06:14:32 -07:00
codex_responses_adapter.py feat(prompt): universal task-completion guidance + local Python toolchain probe (#34340) 2026-05-28 22:26:09 -07:00
codex_runtime.py chore: prune unused imports and duplicate import redefinitions 2026-05-28 22:26:25 -07:00
context_compressor.py fix(compressor): strip stale handoff prefix on resume; reconcile #26290+#32787 (#35344) 2026-05-30 07:29:21 -07:00
context_engine.py fix(compression): avoid repeat preflight compaction from rough estimates 2026-05-29 19:05:03 -07:00
context_references.py fix(agent): fall back when rg is blocked for @folder references 2026-04-20 01:56:41 -07:00
conversation_compression.py fix: batch of small robustness/correctness fixes from @kyssta-exe 2026-06-01 19:51:03 -07:00
conversation_loop.py feat(observability): observer-grade telemetry hooks + NeMo-Relay plugin 2026-06-03 06:36:46 -07:00
copilot_acp_client.py fix: guard yaml.safe_load, flock unlock, TOCTOU races, and atomic writes 2026-05-19 00:12:41 -07:00
credential_persistence.py fix: avoid persisting borrowed credential secrets (#31416) 2026-05-25 00:32:08 -07:00
credential_pool.py fix(auth): align Codex OAuth persistence paths (#37517) 2026-06-02 12:19:44 -05:00
credential_sources.py docs(auth): replace stale 'hermes login' references with 'hermes auth add' 2026-05-26 15:41:11 -07:00
curator.py feat(curator): prune built-in skills after inactivity + track usage for all skills (#36701) 2026-06-01 02:07:32 -07:00
curator_backup.py feat(curator): prune built-in skills after inactivity + track usage for all skills (#36701) 2026-06-01 02:07:32 -07:00
display.py chore(web): remove web_crawl tool + provider crawl plumbing (#33824) 2026-05-28 04:52:42 -07:00
error_classifier.py fix(agent): fallback immediately on provider content-policy blocks (#33883) 2026-05-28 07:28:24 -07:00
file_safety.py fix(file-safety): extend sandbox-mirror guard to cover inner-container path (#32049) (#32407) 2026-06-02 14:03:37 +10:00
gemini_cloudcode_adapter.py fix(agent/gemini-cloudcode): seed delta defaults for reasoning-only stream chunks 2026-05-14 08:03:56 -07:00
gemini_native_adapter.py fix(auxiliary): evict async wrappers on poisoned client (follow-up to #23482) 2026-05-11 11:13:20 -07:00
gemini_schema.py chore: remove unused imports and dead locals (ruff F401, F841) (#17010) 2026-04-28 06:46:45 -07:00
google_code_assist.py chore: prune unused imports and duplicate import redefinitions 2026-05-28 22:26:25 -07:00
google_oauth.py fix(auth): don't launch a text-mode browser inside the terminal for OAuth (#34479) 2026-05-29 01:23:06 -07:00
i18n.py feat(i18n): localize all gateway commands + web dashboard, add 8 new locales (16 total) (#22914) 2026-05-10 07:14:14 -07:00
image_gen_provider.py fix(image_gen): cache xAI ephemeral URL responses to disk (#26942) (#31759) 2026-05-24 18:10:47 -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 feat(kanban): attach images referenced in task bodies to worker vision (#34210) 2026-05-28 17:50:42 -07:00
insights.py Merge branch 'main' into feat/dashboard-skill-analytics 2026-04-20 05:25:49 -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
lmstudio_reasoning.py feat(agent): add lmstudio integration 2026-04-28 12:27:36 -07:00
manual_compression_feedback.py fix(compression): include system prompt + tool schemas in token estimates (#18265) 2026-04-30 23:03:54 -07:00
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 fix(memory): only forward rewound kwarg when set 2026-06-01 01:22:38 -07:00
memory_provider.py feat(memory): add rewound kwarg to on_session_switch hook 2026-06-01 01:22:38 -07:00
message_sanitization.py revert: drop cumulative-resend tool-arg heuristic from shared streaming path (#35718) (#35860) 2026-05-31 06:14:32 -07:00
model_metadata.py fix(minimax): drop stale ≤204,800 cache entries for MiniMax-M3 (#36726) 2026-06-01 14:59:07 -07:00
models_dev.py remove Vercel AI Gateway and Vercel Sandbox (#33067) 2026-05-27 00:43:32 -07:00
moonshot_schema.py Add Hermes desktop app (#20059) 2026-05-31 17:46:56 -05:00
nous_rate_guard.py codebase: add encoding='utf-8' to all bare open() calls (PLW1514) 2026-05-08 14:27:40 -07:00
onboarding.py docs(onboarding): lead OpenClaw residue banner with migrate, warn that cleanup breaks OpenClaw (#17507) 2026-04-29 08:08:36 -07:00
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(nous): unified client=hermes-client-v<version> tag on every Portal request (#24779) 2026-05-12 20:49:20 -07:00
process_bootstrap.py refactor(run_agent): extract OpenAI proxy, safe stdio, IterationBudget 2026-05-16 17:59:32 -07:00
prompt_builder.py fix(prompt): show configured working directory in system prompt (closes #24882, #24969, #27383, #29265) 2026-06-01 16:55:04 -07:00
prompt_caching.py fix(cache): kill long-lived prefix layout — system prompt is now byte-static within a session (#24778) 2026-05-12 20:46:04 -07:00
rate_limit_tracker.py refactor: remove dead code — 1,784 lines across 77 files (#9180) 2026-04-13 16:32:04 -07:00
redact.py fix: remove Discord mention redaction from secret scrubber 2026-05-30 20:48:41 -07:00
retry_utils.py feat(agent): add jittered retry backoff 2026-04-08 00:41:36 -07:00
runtime_cwd.py fix(desktop): stabilize project folder sessions (#37586) 2026-06-02 20:23:09 +00:00
shell_hooks.py fix: guard yaml.safe_load, flock unlock, TOCTOU races, and atomic writes 2026-05-19 00:12:41 -07:00
skill_bundles.py feat(skills): add skill bundles — alias /<name> loads multiple skills (#28373) 2026-05-18 21:38:05 -07:00
skill_commands.py fix(skills): load symlinked skill slash commands 2026-05-18 00:34:29 -07:00
skill_preprocessing.py fix: treat inline-shell timeout guard as timeout 2026-05-18 19:36:04 -07:00
skill_utils.py fix(skills): load Linux-tagged skills on Termux (android sys.platform) 2026-05-21 19:08:38 -07:00
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): prevent loading AGENTS.md outside workspace 2026-05-25 23:17:33 -07:00
system_prompt.py refactor(prompt): route context-file cwd through runtime_cwd resolver 2026-06-01 16:55:04 -07:00
think_scrubber.py fix(agent): stateful streaming scrubber for reasoning-block leaks (#17924) (#20184) 2026-05-05 04:33:38 -07:00
title_generator.py fix: improve telegram topic mode setup 2026-05-04 12:07:17 -07:00
tool_dispatch_helpers.py feat(security): promptware defense — shared threat patterns + memory load-time scan + tool-result delimiters (#32269) 2026-05-25 14:52:24 -07:00
tool_executor.py feat(observability): observer-grade telemetry hooks + NeMo-Relay plugin 2026-06-03 06:36:46 -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: classify landed file mutations with diagnostics 2026-05-13 06:46:23 -07:00
trajectory.py Refactor Terminal and AIAgent cleanup 2026-02-21 22:31:43 -08:00
transcription_provider.py feat(stt): add register_transcription_provider() plugin hook 2026-05-25 01:41:19 -07:00
transcription_registry.py feat(stt): add register_transcription_provider() plugin hook 2026-05-25 01:41:19 -07:00
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(tts): add register_tts_provider() plugin hook (closes #30398) 2026-05-24 18:04:54 -07:00
usage_pricing.py feat: add claude-opus-4.8 and claude-opus-4.8-fast (#34003) 2026-05-28 10:31:59 -07:00
video_gen_provider.py feat(video_gen): unified video_generate tool with pluggable provider backends (#25126) 2026-05-13 16:39:41 -07:00
video_gen_registry.py feat(video_gen): unified video_generate tool with pluggable provider backends (#25126) 2026-05-13 16:39:41 -07:00
web_search_provider.py chore(web): remove web_crawl tool + provider crawl plumbing (#33824) 2026-05-28 04:52:42 -07:00
web_search_registry.py chore(web): remove web_crawl tool + provider crawl plumbing (#33824) 2026-05-28 04:52:42 -07:00