Commit Graph

1237 Commits

Author SHA1 Message Date
spfcraze
e25cafc83e perf(agent): cache per-turn display-flag config reads
_file_mutation_verifier_enabled and _turn_completion_explainer_enabled
re-read config.yaml on every call via load_config() (~1ms deepcopy per
call). finalize_turn runs these gates at the end of every turn, so each
turn paid two redundant config deepcopies. The sibling
_credits_notices_enabled already caches on self; mirror that pattern.

The env-var override stays authoritative and uncached, so runtime flips
still work. Config flips now apply on the next session, matching the
documented sibling semantics.

(cherry picked from commit f2d0e00d71ba35fa3a53cd41076261e3c5feb45d)
2026-08-15 00:36:03 -07:00
joaomarcos
2162d583b1 perf(run-agent): reuse the Anthropic request-local client instead of rebuilding it per call
_create_request_anthropic_client() built a fresh anthropic.Anthropic
client (and httpx pool) on every single LLM call, and
_close_request_anthropic_client() always fully closed it right after
- unlike the OpenAI-wire path, which caches and reuses one warm
client across sequential calls via a single-slot cache keyed on the
effective client kwargs.

Add the same single-slot cache to the Anthropic-wire path: keyed on
credentials, base URL/Bedrock region, per-model timeout, and the
1M-beta flag; in_use guards concurrent calls from sharing one pool's
close/abort lifecycle; poisoned marks a cross-thread-aborted slot so
the owner-thread close discards it; reuse only on request_complete /
stream_request_complete (the same _REQUEST_CLIENT_REUSE_REASONS the
OpenAI path already uses). Wires a teardown hook into
release_clients()/close() mirroring _close_cached_request_openai_client.

Fixes #HPA-02

(cherry picked from commit 37f90df15593e6ded0390f827f8e5604bf0acc86)
2026-08-15 00:34:29 -07:00
Teknium
4b7b2b0049 fix: widen base-URL hostname identity class to remaining substring sites
Follow-up to #85737, which migrated five provider-identity sites onto
utils.base_url_host_matches()/base_url_hostname(). This completes the class
sweep (never-patch-predicates: one owner, every site) and folds in the two
open contributor PRs attacking individual sites:

- agent/auxiliary_client.py ZAI/Kimi OpenAI-wire rewrite (PR #85715,
  pierrenode): 'bigmodel'/'api.z.ai'/'api.kimi.com' substring checks
  rewrote proxy paths containing those markers.
- hermes_cli/runtime_provider.py Azure endpoint detection (PR #74721,
  RelaxJonh, issue #74312): 'azure.com' substring picked the Azure key
  for non-Azure hosts whose path contained the text.
- run_agent.py: _is_azure_openai_url, _is_copilot_url, Anthropic
  credential-refresh azure guard, _anthropic_preserve_dots host
  allowlist, OpenRouter/mistral reasoning gates.
- agent/chat_completion_helpers.py: nousresearch / nvidia detection.
- agent/conversation_loop.py: GitHub Models 413 hint.
- agent/usage_pricing.py: localhost billing-route detection.
- hermes_cli/model_switch.py: api.openai.com catalog fallback and
  localhost custom-provider detection.
- cli.py: local-model autodetect and Ollama/LM Studio context-length
  hints (port-anchored instead of '11434' in URL).
- tools/mcp_oauth.py: Figma remote-MCP detection.
- tools/skills_hub.py: raw.githubusercontent.com source-URL check.

Regression tests extend tests/hermes_cli/test_base_url_host_identity.py
(azure/copilot/dotted-model/figma proxy-path + lookalike cases) and
tests/agent/test_minimax_auxiliary_url.py (ZAI/Kimi path false positives).

Closes #74312. Salvages #85715 and #74721 with authorship preserved.
2026-08-14 22:04:16 -07:00
Jack Lau
f57209bc9f fix(agent): carry the ambiguity of Anthropic's 'out of extra usage' 400 through classification, cooldown, and terminal surfaces
Review follow-up (egilewski): the previous commit only hedged the guidance
text; the exact Anthropic 400 was still classified, persisted, and surfaced
as confirmed billing exhaustion. Carry the ambiguity all the way through:

- agent/error_classifier.py: 'out of extra usage' matches on the 400 and
  status-less paths now attach error_context {billing_unverified,
  possible_content_filter}. Reason stays FailoverReason.billing (rotation +
  fallback remain the right recovery either way); ClassifiedError grows a
  billing_unverified property.

- agent/credential_pool.py: new FAILURE_REASON_BILLING_UNVERIFIED. An
  unverified billing exhaustion gets the short transient cooldown instead of
  the one-hour bench, regardless of pool size: a content-filter rejection
  leaves the credential healthy and fails identically on every key, and the
  hour-long sole-credential latch is what replayed the stored error and made
  real fixes look ineffective. A true 402 keeps the full bench. The marker
  persists with the entry so a restart cannot upgrade it back to a bench.

- agent/agent_runtime_helpers.py + run_agent.py: recover_with_credential_pool
  threads billing_unverified and hands the pool 'billing_unverified' as the
  persisted failure_reason.

- agent/conversation_loop.py: the fallback-switch status, max-retries status,
  terminal label, and both structured terminal results hedge when the verdict
  is unverified. New _billing_terminal_label + _billing_failure_result build
  the returned terminal response in one place; the result dict now carries
  billing_unverified and the billing_block gains 'unverified': true. The
  confirmed-billing path (a real 402 or an API-key credit depletion) keeps
  the original assertive wording, so the caveat no longer dilutes it.

Regression tests: classifier marking (400 + status-less + unambiguous-body
negative), pool cooldown TTLs + persistence round-trip, pool failure_reason
plumbing, and the returned terminal response for both unverified and
confirmed verdicts.

Note: tests/agent/test_credential_pool_routing.py::TestFailureAttribution::
test_unmatched_key_does_not_retry_only_pool_entry fails identically on
current main without this change (pre-existing, unrelated).
2026-08-14 21:54:56 -07:00
joaomarcos
39e480c051 fix(state): close leaked SessionDB connections on exception paths (#83226)
SessionDB could leave native SQLite handles open when construction failed
partway through schema/pragma/FTS/repair/lock/interrupt handling. Other
short-lived callers (MCP reads/polling, session search, reactions, trace
upload, insights, shutdown recovery) opened temporary SessionDB handles
without a complete ownership boundary. API-server profile caches and
RetainDB shutdown had similar late-close races. Under sustained load this
exhausted file descriptors (EMFILE).

- Close partially initialized SessionDB connections on every constructor
  exception path via a finally block guarded by an initialization-complete
  flag.
- Close temporary/cross-profile SessionDB handles in finally blocks across
  CLI, MCP, search, trace, reactions, insights, and recovery paths.
- Add API-server per-profile cache ownership and disconnect cleanup.
- Make RetainDB writer-queue shutdown exception-safe: track connections per
  thread, close on worker exit, reject new enqueues after shutdown starts,
  and sweep any connections left by short-lived threads.
- Add regression coverage for constructor failures, worker-thread readers,
  API disconnect failures, shutdown recovery, RetainDB late enqueue, and
  foreign-loop async clients.

Salvage notes: the original PR's per-thread WAL-reader ownership changes
were superseded by main's read-connection pool (permits + checkout/return);
its cron timeout-abandon fix is credited separately to #72822's earlier
identical fix.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-08-14 21:41:26 -07:00
Teknium
8dc5608a78 fix(compression): adopt live continuation tip at flush across multi-hop chains
A turn writing against a session already closed by compression died with
session_persistence_failed and a misleading "this is often a full disk"
dialog, even though the store was healthy and a live continuation existed
(#82001). Depth-1 recovery (find_live_compression_child) could not resolve
lineages with >=2 compression hops (root -> mid -> tip), reproduced
independently on two- and three-hop chains.

- run_agent.py flush chokepoint: on CompressionSessionClosedError, resolve
  tip = db.get_compression_tip(old_id) (canonical bounded transitive walk),
  adopt only when tip != old_id AND the tip row is live, retry the flush
  exactly once (adoption budget); otherwise fail closed.
- gateway/session.py append_to_transcript: replace the depth-1 live-child
  lookup with the same tip + liveness contract, so gateway transcript
  reroutes follow full chains.
- agent/conversation_compression.py _adopt_live_compression_child: turn-start
  recovery preflight now resolves via get_compression_tip with the same
  liveness check, closing the last depth-1 consumer in this family.
- classify_persistence_error: new "compression_closed" bucket; the turn-end
  explanation names compression rotation and tells the client to refresh the
  session id instead of blaming a full disk.

Tests: depth-1 adoption, multi-hop chain adoption (agent + gateway), fail
closed with no continuation / stale-closed (ws_orphan_reap) tip, exactly-once
adoption budget, and error-wording guards (compression-closed never mentions
disk; real disk failures keep disk guidance).

Closes #82001

Co-authored-by: Al3xand3r1987 <125030427+Al3xand3r1987@users.noreply.github.com>
Co-authored-by: yuzilongleif-collab <235949691+yuzilongleif-collab@users.noreply.github.com>
2026-08-14 21:39:44 -07:00
burak33bb
453e6d8b95 fix(moa): preserve facade across client rebuilds 2026-08-14 21:36:41 -07:00
kshitij
d729019e46 fix(sessions): harden turn lease refresher and skip unnecessary reloads
Three follow-up fixes to the cross-process turn lease:

1. Move _clear_durable_turn_lease_interrupt() to after the refresher
   thread join in the outer finally. A refresher firing between the
   inner stop and the join could set an interrupt that survives the
   clear and poisons the next turn on a cached agent.

2. Set self._interrupt_message in the except branch of _interrupt_turn
   so _clear_durable_turn_lease_interrupt can match and clear it even
   when self.interrupt() itself raised.

3. Gate the conversation_history reload behind _lease_waited so an
   immediate acquisition (no contention) does not replace the
   in-memory history and cause an unnecessary prompt cache miss.
2026-08-15 03:22:16 +05:30
fangliquanflq
6b25e67047 fix(sessions): scope refresh interrupts to active turns 2026-08-15 03:22:16 +05:30
fangliquanflq
967391cd4b fix(sessions): stop lease refresher at turn boundary 2026-08-15 03:22:16 +05:30
fangliquanflq
19b1204392 fix(sessions): revive uncontested expired turn leases 2026-08-15 03:22:16 +05:30
fangliquan
f1025b2c00 fix(sessions): fence transcript writes with the turn-lease holder
Refresh-loss interrupt is cooperative, so a stalled writer could still flush after another process reclaimed the conversation. Carry the holder into append_message / append_messages_batch and reject the write in the same SQLite transaction when the lease row is missing, expired, or owned by someone else.
2026-08-15 03:22:16 +05:30
fangliquan
c21efeeb52 fix(sessions): keep turn lease across inherited-marker compressions
Presence-only _delegate_from/_branched_from checks stopped the lease walk on
continuations that copied a delegate's model_config, so the first refresh
after rotation missed the parent-key lease and hard-interrupted. A failed
get_session probe also skipped acquire entirely. Walk the lineage inside
the write transaction and treat a probe error as contended, not a fresh
session.
2026-08-15 03:22:16 +05:30
fangliquan
5e2be43fd4 fix(sessions): harden cross-process turn lease wait and refresh
Honor interrupts while waiting for admission, stop the turn when refresh
loses the lease, poll once per second under contention, and test dead-PID
reclaim.
2026-08-15 03:22:16 +05:30
fangliquan
3b09456019 fix(sessions): surface wait status for cross-process turn leases
Emit lifecycle notices while waiting on another process, and return a
resend-friendly timeout result instead of a bare TimeoutError.
2026-08-15 03:22:16 +05:30
fangliquan
6e929a9694 fix(sessions): serialize turns across processes 2026-08-15 03:22:16 +05:30
Teknium
2a26693e22 feat(delegation): live orchestration of running subagents via delegate_task action param
delegate_task gains a control plane: action='list' / 'steer' / 'stop'
let the parent agent see, redirect, and early-stop its own running
subagents mid-flight — the model-facing counterpart of the TUI's
delegation.pause / subagent.interrupt / subagent.steer RPCs.

- action='list': live children of this conversation's spawn tree
  (ids, goal, status, running_seconds, accepting_steer, live
  transcript path). Ownership is enforced via a _delegate_parent_ref
  weakref chain stamped at child build time, so a conversation can
  only control its own descendants, never a sibling tree.
- action='steer': queues text into a running child via the existing
  steer_subagent() registry path (delivered at the child's next tool
  boundary; missed steers surface as missed_steer in the completion).
- action='stop': interrupt_subagent() — child stops at its next
  iteration boundary, partial result still re-enters as a completion.
- Spawn dispatch response now includes subagent_ids + control hint.
- Control actions run synchronously (never backgrounded) and bypass
  the spawn pause gate and depth limit; they also never consume the
  per-turn subagent spawn cap, and remain usable once the cap is hit
  (that is when stop matters most).
- Small-model robustness (found live with gpt-5.4-mini on Nous
  Portal): tasks=[] alongside goal no longer trips the "Batch mode
  requires at least 2 tasks" gate — treated as single-goal.
- CLI display: control calls render as "steer sa-…" / "list" instead
  of an empty goal.

Live-tested E2E on Nous Portal (fable-5 + gpt-5.4-mini): full
spawn→list→steer→stop cycle, plus a steer-efficacy run where the
child acked the steer mid-essay and switched topics before finishing.
2026-08-13 09:34:36 -07:00
Teknium
ecdc25cacc fix(agent): hoist checkpoint carrier guard above the reasoning branches
The cherry-picked guard sat inside the codex-items block, which (a) is
skipped entirely in codex_responses mode (conversation_loop passes
drop_codex_reasoning_items=False there) and (b) is unreachable for
carriers whose adapter-joined commentary populates msg['reasoning'] —
the string-reasoning branch returns True first. Hoist the checkpoint
check above every reasoning branch so no carrier shape can be dropped,
in any api_mode. Adds the two carrier-shape tests that pin exactly this
(both fail with the guard in its original position).
2026-08-13 03:04:45 -07:00
Drexuxux
6c2d4efd02 fix(agent): keep native compaction checkpoints out of the thinking-only drop
A type="compaction" item is the server-side stand-in for history that has
already been pruned, and it rides the same codex_reasoning_items sidecar as
per-turn reasoning. e00965a7e taught compaction pruning to filter that
sidecar instead of popping it so checkpoints survive on every retained
message.

The thinking-only sanitizer reaches the same sidecar from the other
direction and asks a coarser question: does any item have type ==
"reasoning"? A commentary turn carrying both a reasoning item and a
checkpoint answers yes, so the whole message is dropped from the wire copy
and the only copy of the checkpoint goes with it. The request then carries
neither the compacted history nor the checkpoint standing in for it.

Extract has_compaction_checkpoint() into agent/native_compaction.py — the
module that owns the concept, and where merge_interim_reasoning_items()
already spelled the same predicate inline — and consult it before the
thinking-only verdict. A reasoning-only carrier is still dropped.
2026-08-13 03:04:45 -07:00
Brooklyn Nicholson
adbc77eb50 feat(desktop): setup_mcp tool — inline MCP consent card over the clarify-style blocking bridge
New desktop_ui tool: the agent proposes an MCP server (install/enable/
authorize + a one-line reason) and blocks on mcp.setup.request until the
renderer's consent card answers mcp.setup.respond with the outcome
(installed/enabled/authorized/declined/unanswered/error). Same lifecycle
as clarify: 10-min timeout, allow_expired late answers, tool lifecycle
events forced on so the card mounts even with tool progress off. Desktop
prompt hint steers the model to the tool instead of hand-editing config;
every other surface keeps the schema out and is pointed at hermes mcp
install.
2026-08-13 01:06:51 -05:00
Teknium
314968f5fb Port from PrimeIntellect-ai/prime-agent#1258: derive OpenRouter reasoning support and effort levels from catalog metadata
OpenRouter's /v1/models entries advertise reasoning capability
(supported_parameters + reasoning.mandatory/supported_efforts). Use that
metadata as the primary gate in _supports_reasoning_extra_body instead of
the hand-maintained vendor-prefix allowlist, which went stale one vendor at
a time (nvidia/ missing -> #75386). Also clamp the requested effort to the
nearest LOWER catalog-supported level in the OpenRouter profile so ultra/max
against a high-capped route no longer 4xxes.

Cache-only on the hot path: capabilities parse for free out of the existing
fetch_openrouter_models() payload, a background warmer covers cold starts,
and unknown models/offline catalogs fall back to the static prefix list
unchanged.
2026-08-12 19:44:32 -07:00
Dineth Hettiarachchi
00f4da01ec feat(plugins): add streaming output observer hooks
Salvage of PR #64317 (@deaneeth) onto current main, implementing #64161:
observer-only on_stream_start / on_stream_delta / on_stream_end /
on_interim_message plugin hooks dispatched through a host-owned bounded
queue (one worker per callback) so plugin callbacks never run inline on
the token path. Reasoning deltas are opt-in via
plugins.stream_reasoning_deltas.
2026-08-12 18:38:25 -07:00
kshitij
c0106e50e7 fix(kimi): send Hermes attribution headers instead of claude-code/0.1.0
The Kimi team noticed that traffic from Hermes Coding Plan users
identifies itself as Claude (User-Agent: claude-code/0.1.0) rather
than the actual client. They asked us to update the UA so they can
properly attribute traffic and understand how their services are
accessed — especially important as they open up to more third-party
agents.

Three code paths were sending wrong/attribution-less headers to Kimi:

1. run_agent.py — _apply_client_headers_for_base_url sent
   {"User-Agent": "claude-code/0.1.0"} for api.kimi.com. Now sends
   the same _AI_GATEWAY_HEADERS set used for Vercel AI Gateway:
   HTTP-Referer + X-Title + HermesAgent/{version} User-Agent.

2. agent/anthropic_adapter.py — the Anthropic Messages path for
   api.kimi.com/coding sent 'claude-code/0.1.0'. Now sends the same
   three-header attribution set.

3. plugins/model-providers/kimi-coding/__init__.py — both kimi and
   kimi_cn profiles sent a static 'hermes-agent/1.0' with no
   HTTP-Referer or X-Title. Now sends the full three-header set with
   a dynamic version, matching the pattern used by the gmi, fireworks,
   xai, and ai-gateway provider profiles.

The attribution header set (HTTP-Referer + X-Title + User-Agent) is
the canonical Hermes pattern used for OpenRouter, Vercel AI Gateway,
Fireworks, and other providers that read these headers for traffic
attribution.
2026-08-11 13:25:37 +05:30
kshitij
2afa4be932 fix: trim comments and fix sibling pop site in summary path
Trim verbose comments in conversation_loop.py and run_agent.py to 2 lines
each. Fix the same bug class in the compression summary path at
chat_completion_helpers.py: remove _thinking_prefill from the explicit
pop tuple and move the generic underscore-key sweep to after
_drop_thinking_only_and_merge_users, so the drop pass can recognize
prefill stubs there too.
2026-08-10 10:01:44 +05:30
Jefftree
126a6ffa4d test(agent): cover the API-copy build so restoring the marker pop fails 2026-08-10 10:01:44 +05:30
Jefftree
97ced4bce2 fix(agent): keep the thinking-prefill marker so the drop pass can strip trailing stubs 2026-08-10 10:01:44 +05:30
Teknium
ceebb21dd7 fix: suppress pydantic serializer warnings leaking to the terminal
The Anthropic SDK's streaming accumulator builds ParsedMessage snapshots
whose ParsedTextBlock content doesn't match the generic union pydantic
expects, so model_dump() on stream events (message_stop) emits
PydanticSerializationUnexpectedValue UserWarnings straight into the
user's CLI output mid-response.

Pass warnings=False at every helper that dumps arbitrary SDK models
(relay_llm/_jsonable, relay_tools/_jsonable, anthropic_adapter
_to_plain_data, run_agent _hook_jsonable, chat_completion_helpers
extra_content/reasoning_details sites, chat_completions transport),
with a TypeError fallback for duck-typed model_dump implementations.

Adds regression tests including a precondition test that proves the
fixture still trips the warning without suppression.
2026-08-08 23:14:30 -07:00
686f6c61
bf7c716648 fix(agent): rebind pool entry id after env credential refresh
Per-turn .env adoption could rewrite agent.api_key while leaving
_credential_pool_entry_id on a previously rotated fallback. The next 429
then marked the healthy fallback exhausted via credential_id precedence
(#79156).

- Sync pool entry id after a successful env credential refresh
- First look does not stomp a pool-rotated key with the env primary
- mark_exhausted_and_rotate prefers api_key_hint when it disagrees with
  credential_id

Fixes #79156
2026-08-08 19:17:02 -07:00
Teknium
5f4a7e99f0 fix: explain provider DNS failures as possible offline state 2026-08-08 14:08:44 -07:00
Brooklyn Nicholson
406501fd97 feat(agent): read_window_below tool — which OS window is underneath the desktop app
Desktop-gated (desktop_ui toolset) metadata-only window awareness: the agent
can ask which application window sits directly behind the Hermes window
(app, title, bounds — never pixels). Rides the same blocking bridge as
read_terminal: the gateway emits window.read.request and the renderer
answers window.read.respond.
2026-08-08 12:17:50 -05:00
kshitij
98e96e1a60 refactor(agent): drop the run_agent classify_persistence_error delegating wrapper
Post-merge simplify finding on #81613: the wrapper's docstring claimed it
existed for 'existing callers', but every caller was introduced by the same
PR - there was never a pre-existing import path to preserve. All callers
(conversation_loop, tool_executor, run_agent's own flush handler, tests)
now import the canonical hermes_state.classify_persistence_error directly,
matching how is_disk_full_error is consumed. No behavior change; imports
stay lazy inside the exception handlers.
2026-08-08 14:25:12 +05:30
kshitij
1005a057f0 review follow-ups: canonical classifier in hermes_state, compression-busy=locked, hedged gateway wording, drop dead constant
- Move classify_persistence_error into hermes_state beside is_disk_full_error
  and delegate the disk bucket to it (fixes 'ENOSPC writing state.db' and
  'not enough space' classifying as unknown). run_agent keeps a thin lazy
  delegating wrapper so the documented import path and fast import survive.
- Classify CompressionSessionBusyError (and its RPC-wrapped message forms)
  as 'locked': the motivating #81227 failure mode stringifies to 'is being
  compressed by another writer', which the substring heuristic missed.
- Export PERSISTENCE_ERROR_CAUSES and iterate it in the cron explainer
  suppression instead of a hardcoded tuple, so a future cause bucket cannot
  silently desynchronize cron delivery.
- Hedge the gateway locked/unknown recovery wording ('should already be
  saved' instead of 'was recorded') to match the explainer - the early
  turn-start persist may also have failed.
- Drop STATE_DB_WAL_WARN_BYTES (speculative dead constant with no consumer;
  the pre-existing 50 MB doctor WAL check covers the warning).
- Tests: compression-busy classification, is_disk_full_error delegation,
  causes-tuple coverage; mutation-checked red-green.
2026-08-08 14:18:26 +05:30
Victor Kyriazakos
a24cbaf426 review: tracked ro-connection for stats, single WAL warning, hedged locked-cause wording
Review follow-ups from the pre-push falsification pass:

- collect_state_db_stats now routes through _connect_tracked_db so the
  module's byte-probe guard sees the read-only connection (consistency
  with the module's own ro-connection precedent; prevents a raw header
  probe from cancelling this reader's locks in multi-threaded callers).
- Drop the new >256 MiB WAL warning from the stats renderer: doctor's
  pre-existing 50 MB WAL check (with --fix checkpoint) already covers
  WAL runaway, and two warnings for one condition is noise. The test now
  locks in the dedup decision.
- Locked-cause explainer says the message 'should already be saved'
  rather than overclaiming when the early turn-start persist also failed.
2026-08-08 14:18:26 +05:30
Victor Kyriazakos
2a9f5b3476 fix(agent): classify session-persistence failures so lock contention is not misdiagnosed as disk-full
An enterprise deployment hit sustained SQLite write-lock contention on a
shared multi-gigabyte state.db (gateway + CLI processes writing
concurrently). Turns correctly failed closed with
session_persistence_failed, but the only user-facing wording claimed the
disk was full and the gateway rendered a generic failure.

The fast-fail semantics are deliberate and unchanged. This adds a pure
classifier (locked / disk / unknown) applied where the SQLite error is
still visible, threads the cause through the turn-completion explainer,
and stamps a machine-readable failure_reason
(session_persistence_failed:<cause>) plus a guaranteed non-empty error on
the result for downstream surfaces. The cron scheduler's explainer-text
suppression now matches every cause variant so refined wording cannot
leak into scheduled-job deliveries.
2026-08-08 14:18:26 +05:30
0xarkstar
eaeba6474f feat(agent): add skip_background_review flag to AIAgent constructor
Phase 8 of the Hermes Agent token leak mitigation plan
(ralplan-hermes-token-leaks.md §3.9). Adds a boolean kwarg
`skip_background_review` (default False) to AIAgent.__init__ that
suppresses the end-of-turn _spawn_background_review fork.

Each background review fork instantiates a new AIAgent with its own
~15K input tokens + up to 8 LLM iterations, accumulating ~30K tokens
per event in the worst case. On cron sessions there is no
human-in-the-loop benefit from the review (no skill-creation pressure,
nobody curating MEMORY.md), so the cost is pure waste.

The end-of-turn guard now reads:

    if (final_response and not interrupted
            and not getattr(self, "skip_background_review", False)
            and (_should_review_memory or _should_review_skills)):

skip_memory=True already disables the memory-review trigger; this
flag is the explicit single-switch off for both review paths.

Defaults to False, so behavior is unchanged for gateway/CLI callers
that omit the kwarg.

Tests: 5 new unit tests in tests/agent/test_skip_background_review.py
covering the default value, flag persistence, the gate short-circuit,
the gate fall-through, and a source-text assertion that the cron
scheduler sets the flag to True (separate commit).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-08-08 00:07:14 +05:30
Yishova
be14a4bee3 tui_gateway: close dedicated profile SessionDB handles at teardown too
Follow-up to the review on the session.resume ownership fix. Closing the
pre-transfer early returns left two gaps, both real.

1. The transfer had no owner on the other side. Once ownership moved to the
   agent, teardown ran AIAgent.close() (via _teardown_session on session.close
   and the orphaned-session reaper), which called session_db.end_session() —
   that finalizes the session ROW, not the connection. A successfully resumed
   profile session kept its dedicated handle, its db/-wal/-shm fds and its
   background token-writer thread for the life of the gateway.

   AIAgent now carries an explicit _owns_session_db, defaulting False so the
   SHARED launch handle — which outlives every agent and backs every other live
   session — is still never closed there. Only the dedicated-open sites set it,
   at the point ownership actually changes hands.

2. session.resume was not the only profile-scoped open with no close on its
   failure paths. Covered here with the same flag, via a _transfer_db_to_agent
   helper that refuses the transfer unless the agent really holds that handle:

   - the deferred builder (_start_agent_build), including the session-reaped-
     mid-build case, where the built agent is discarded and never torn down, so
     transferring to it would leak exactly as before;
   - session.branch's branch_db;
   - the compute host's per-profile open;
   - AIAgent's own lazy open in _get_session_db_for_recall, which no other
     object ever references and so was unconditionally abandoned.

Where a handle has already reached a registered session, the drop is
unconditional and the transfer is best-effort on top: a refused transfer leaves
the old leak, which is survivable, whereas closing under a live session is the
permanent "Cannot operate on a closed database" break the original patch exists
to avoid.

Tests: tests/tui_gateway/test_session_db_ownership_teardown.py (new, 14).
11 of the 14 fail without this change; the 3 that pass are the "must NOT close"
guards, which hold in both directions by design.
2026-08-07 19:44:41 +05:30
HexLab98
6d3ff6eda8 fix(agent): stop reference-only compaction handoff from becoming the active turn
After a completed assistant stop, a standalone CONTEXT COMPACTION handoff
could occupy the sole user slot and resume stale Historical Task Snapshot
work with no new human ask. Guard post-compaction continues, hide
standalone handoffs from session dispatch, and harden SUMMARY_PREFIX for
the empty-after-handoff case (#80622).
2026-08-07 19:44:35 +05:30
Teknium
8f2712725a feat: /refine — run the memory/skill self-improvement review on demand
/refine [focus] fires the existing background review fork
(AIAgent._spawn_background_review) immediately instead of waiting for
the automatic 10-turn memory / 10-iteration skill nudge counters.
Optional focus instructions are appended to the review prompt so the
fork prioritizes what the user asked for (e.g. '/refine save the
deploy workflow as a skill').

- New optional focus parameter threaded through
  _spawn_background_review -> spawn_background_review_thread.
  Automatic post-turn reviews pass None and their prompts are
  byte-identical to before.
- CLI handler snapshots conversation_history; gateway handler pulls
  the idle session's cached AIAgent from _agent_cache (rejected while
  the agent is running).
- Review runs in a daemon thread against the snapshot — live
  conversation, message alternation, and prompt cache untouched.
- Slack stays under the 50-slash cap via /hermes refine.

Adapted from the /refine concept in Prime Intellect's Prime-Agent
(Continual Harness); Hermes' equivalent durable state is the
memory + skill stores, so the review fork is the natural target.
2026-08-05 22:40:51 -07:00
Justin Bennington
a9acb400ba feat(providers): add Actual Computer inference provider 2026-08-05 14:08:32 -07:00
brooklyn!
64646dda56 Hermes can read the in-app browser (#79482)
* feat(agent): read_preview — the desktop-gated tool that reads the in-app browser

The agent could open the preview pane (open_preview) and read the embedded
terminal (read_terminal), but the browser it had just opened was a black box —
'what does this page say?' had no answer. read_preview mirrors read_terminal
end to end: HERMES_DESKTOP-gated via check_fn (zero schema footprint outside
the GUI), dispatched through the same agent callback pattern, windowed with
start/count so a long page pages instead of flooding context.

* feat(gateway): preview.read blocking bridge

Same lifecycle as terminal.read: the tool blocks on preview.read.request, the
renderer answers preview.read.respond (allow_expired — a slow page extraction
losing the 45s race must not surface a raw 4009), and a timeout emits
preview.read.expire so late answers resolve quietly.

* feat(desktop): the renderer serializes the active preview tab for the agent

preview-reader.ts is the preview analog of the terminal's buffer registry: the
URL pane registers a page reader (webview executeJavaScript → title + visible
innerText) keyed by tab id; readActivePreview resolves the ACTIVE tab, windows
the text (24k cap per read), and answers file/artifact tabs with identity plus
a note pointing at the tool that reads that content directly. The gateway
event handler answers preview.read.request beside terminal.read.request.
2026-08-05 16:35:00 +00:00
Jeongseok Kang
2d70f56327 fix(agent): adopt .env credential/base-url edits at the turn boundary (#67843)
* fix(agent): adopt .env credential/base-url edits at the turn boundary

A Settings save (desktop PUT /api/env, hermes setup) updates .env and
the saving process's os.environ, but a live session worker keeps the
base_url/api_key captured at agent init until restart — an open chat
silently kept calling the old endpoint (e.g. a local-server key sent to
api.openai.com, failing with an opaque 401).

Add AIAgent._try_refresh_env_client_credentials(), called at the start
of each conversation turn: re-resolve the provider's env-sourced
credentials (load_env() is mtime-memoized, so an unchanged file costs
one stat()) and rebuild the client via the existing
_replace_primary_openai_client machinery when the user edited them.

The refresh reacts only to env edits — resolved values changed since
the last look — never to mere divergence from the agent's current
values: credential-pool rotation and failover legitimately move the
session off the env credential, and stomping those back would flap.
Config model.base_url / pool custom endpoints keep precedence: edits
are only adopted while the session still runs on the registry default
or the previously-seen env value.

Lift _get_env_prefer_dotenv out of _seed_from_env to module level
(get_env_prefer_dotenv) so both the pool seeder and the per-turn
refresh share the same .env-over-os.environ resolution, including the
op:// indirection handling.

Fixes #67821

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* fix(agent): address sweeper review on env credential refresh

- Cover named custom providers (#67935): provider="custom" has no
  PROVIDER_REGISTRY entry, so resolve the config block's key_env through
  the same lookup the runtime resolver uses.
- Make the edit baseline transactional: a failed client rebuild rolls the
  agent back and leaves _env_creds_seen un-advanced so the unchanged edit
  is retried next turn.
- Recompute route-derived TLS material and default headers on a base-url
  change, via a _reapply_route_client_config helper shared with
  credential-pool rotation so the two paths cannot drift.
- Rebase onto main: get_env_prefer_dotenv keeps the scoped _get_secret
  semantics from the profile-isolation fix (no raw os.environ reads).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* chore: map jskang@lablup.com to rapsealk

---------

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Brooklyn Nicholson <brooklyn.bb.nicholson@gmail.com>
2026-08-04 17:53:17 +00:00
Jeffrey Quesnelle
42708f8bb3 Merge pull request #74864 from bbednarski9/fix/relay-concurrent-turn-scopes
fix(relay): avoid concurrent turn scope corruption
2026-08-04 12:04:42 -04:00
Bryan Bednarski
80c7ccf4a6 fix(relay): gate skipped task completion
Signed-off-by: Bryan Bednarski <bbednarski@nvidia.com>
2026-08-04 09:45:46 -06:00
JR Razmus
e623432b89 fix: close the Codex app-server session on agent teardown
Salvage of #65260's b7d7cfd0e (ported — the PR's close() predates ~4K
commits of teardown-step churn, so the hunk is re-anchored after step
6b rather than cherry-picked).

agent/codex_runtime.py already drops _codex_session on turn crash and
on retirement, but AIAgent.close() — the hard teardown for /new,
/reset, and session expiry — had no owner for it, so the app-server
child process survived until interpreter exit. Long-lived gateways
accumulate one leaked subprocess per ended Codex session.

The attribute is cleared BEFORE close() so a concurrent reader can't
observe a half-closed session and a raising close() can't strand a
stale reference (tested).

Tests extend the author's original lifecycle test with the
raising-close and no-codex-session cases.
2026-08-04 11:25:18 +05:30
Bryan Bednarski
704baa5c33 fix(relay): preserve legacy turn shims
Signed-off-by: Bryan Bednarski <bbednarski@nvidia.com>
2026-08-03 13:43:16 -06:00
Bryan Bednarski
9a9b670e29 fix(relay): avoid concurrent turn scope corruption
Signed-off-by: Bryan Bednarski <bbednarski@nvidia.com>
2026-08-03 13:43:16 -06:00
kshitij
da6d9604dd refactor(state): fold simplify findings — reuse _insert_message_rows, share guards, chunk seeds
Simplify-pass folds on the #23254 salvage:

- REUSE (HIGH): append_messages_batch now delegates row serialization to
  the pre-existing _insert_message_rows helper (already shared by
  replace_messages / archive_and_compact / portability import) instead
  of adding a third serialization path (_prepare_message_row +
  _MESSAGE_INSERT_SQL are gone). One row-writer for every multi-row
  path; the row-ID return was consumed by no production caller, so the
  batch returns the inserted count.

- QUALITY (HIGH): the compression-lock + compression-closed admission
  guards are extracted into _check_transcript_write_guards, shared by
  append_message and append_messages_batch (previously duplicated 23
  lines that had already needed targeted fixes, #74478). The role-gated
  reasoning filtering is no longer duplicated in run_agent.py — it
  lives at its one site inside _insert_message_rows.

- EFFICIENCY (MEDIUM, measured): unbounded seed copies hold one BEGIN
  IMMEDIATE for seconds (10k rows ~= 2.4s; FTS triggers dominate) and
  monopolize the in-process write lock. append_messages_batch grows a
  chunk_rows param; all seed/copy call sites use chunk_rows=500. Same
  recovery semantics as the old per-row loops, bounded lock holds.

- REUSE (MEDIUM): the two remaining per-row branch-copy loops found by
  the pass (gateway/slash_commands.py /branch, hermes_cli
  cli_commands_mixin.py branch) are converted to chunked batches too
  (AsyncSessionDB's generic to_thread forwarder covers the async site).

Turn-flush benchmark unchanged after the refactor: 2.43 -> 0.87 ms
median per 5-message flush (64% faster).
2026-08-03 20:43:38 +05:30
devsart95
06ae5b6faa perf(state): batch the turn flush into one SQLite transaction
Re-derivation of #23254 (@devsart95) on today's flush loop. The turn
flush in _flush_messages_to_session_db wrote one BEGIN IMMEDIATE
transaction per message row; a typical agent turn (user + assistant +
tool results) paid 3-8 transactions -- and, off WAL (the default on
macOS while the WAL-reset guard is active), 3-8 fsyncs -- per turn.

Adds SessionDB.append_messages_batch: same row shape as append_message
(shared _prepare_message_row serializer + _MESSAGE_INSERT_SQL column
list, so the two writers cannot drift), same compression-lock and
compression-closed guards, one aggregated session-counter UPDATE, one
transaction for the whole batch. Row serialization stays outside the
write lock.

The flush loop now collects the turn's new rows and writes them in one
call. All-or-nothing pairs exactly with the persisted-marker stamping:
on failure no rows landed and no markers were stamped, so the next
flush re-writes the whole tail (same recovery contract as before,
minus the partial-prefix case that could double-count).

Measured (same harness, 5-message turn, journal_mode=DELETE,
synchronous=FULL): 2.32ms -> 0.83ms median per turn flush (64% faster,
5 fsyncs -> 1). On WAL the win is smaller but the atomicity fix holds.
2026-08-03 20:43:38 +05:30
kshitijk4poor
c093492b06 refactor(memory): single shared trivial-prompt classifier + gate tests
Rebase fold on the salvaged gate:
- is_trivial_prompt/TRIVIAL_PROMPT_RE move to agent/memory_provider (the
  ABC both the core gate and providers already import) — one source of
  truth; honcho's _TRIVIAL_PROMPT_RE now aliases it, turn_context and the
  queue_prefetch_all warm path (a sibling site main grew after the PR's
  base) both use it
- tests: gate tests at the prefetch call site (mutation-checked), shared
  classifier tests incl. prefix-collision guards (k8s/yolo/note/supper),
  and honcho dialectic-machinery tests re-driven with a substantive prompt
  ("hello" became trivial by design — those tests exercise thread cadence,
  not the classifier)
2026-08-03 17:53:55 +05:30
Teknium
ef9f6effaf fix(cli): persist YOLO mode across --resume
A session's YOLO bypass lived only in the in-memory
tools.approval._session_yolo set (or the process-frozen --yolo env
var), so resuming a session in a fresh process silently reverted the
user's /yolo ON — dangerous commands started prompting again.

Persist a yolo_mode flag in the session row's model_config JSON and
restore it on every CLI resume path:

- SessionDB.set_session_yolo() merges the flag into model_config
  (same lineage-preserving merge as update_session_runtime_lock);
  SessionDB.session_yolo_enabled() reads it back, false on any parse
  failure.
- /yolo toggle persists ON and OFF through the new helper; the
  compression/branch session-id rotation carries the flag onto the
  continuation row.
- --yolo launches record the flag at session creation (agent_init),
  and a /yolo toggled before the lazily-created row exists is carried
  into the creation-time model_config (_ensure_db_session).
- HermesCLI._restore_session_yolo() re-enables the bypass on startup
  --resume/-c, the deferred init path, and mid-chat /resume, with a
  visible '⚡ YOLO mode restored from session' notice. No-op under a
  frozen process-wide --yolo and never enables on absent/garbage flags.
2026-08-02 20:30:06 -07:00