Commit Graph

2991 Commits

Author SHA1 Message Date
Teknium 31ca1200ef feat(compression): field-proven summarizer prompt upgrades
- anti-injection rule in preamble (gemini-cli state_snapshot pattern)
- verbatim security-constraint preservation in Constraints & Preferences
  (claude-code rule)
- Errors & Fixes section with user-correction quoting (claude-code sections
  4/  + CompInt user-feedback emphasis)
2026-08-15 17:01:22 -07:00
Teknium c4bbb14e52 feat(compression): mechanical anchor index + region-scoping tripwire
- _build_anchor_index(): regex-harvests PR/issue numbers, SHAs, branches,
  file paths, error strings, handles, URLs from the compacted region into a
  bounded indexed summary section. LLM-free, so needle identifiers cannot be
  paraphrased away (the GUI-lineage failure class: 10/15 verbatim-or-nothing
  golds). Doubles as session_search query-anchor map.
- evals/compaction/test_region_scoping.py: sentinel tripwire proving the
  summarizer input carries ONLY the compacted region (head/tail sentinels
  never reach the serialized turns body) in both legacy and lean modes.
2026-08-15 17:01:22 -07:00
Teknium 7a82457ede feat(compression): digest noise filter + FTS5 recovery sim + digest-aware query hints
- _digest_worthy() drops no-signal tool rows before chunking (GUI-lineage
  digests were starving on tool-noise)
- eval recovery sim now uses in-memory SQLite FTS5 + BM25 (production
  session_search engine) instead of term-frequency scoring
- recovery query writer sees the digest section (front of context) so it can
  mine anchor identifiers
2026-08-15 17:01:22 -07:00
Teknium 8fe9025abd feat(compression): lean tail mode + recovery-aware eval arm
Lean mode (tail_mode='lean', default stays 'legacy'):
- tail budget = clamp(2.5% of window, 10K, 25K) instead of 0.20*window
- stale tail tool results demoted to session_search recovery stubs
- chunked identifier-preserving digests of the compacted region (map-reduce,
  pristine pre-prune tool contents)
- verbatim user messages embedded in summary (codex retention-by-role rule)
- deterministic session_search recovery footer

Eval: policies matrix gains lean + a '+recovery' arm giving the answerer one
simulated session_search round-trip against the archived region.
2026-08-15 17:01:22 -07:00
Teknium 20cf326bd1 fix(computer-use): align browser authorization with live-verified cua-driver 0.19.3 contract
Live-tested against the real cua-driver 0.19.3 binary (Linux x86_64):

- bounded serve flags corrected: the daemon accepts
  --session-policy/--approve-session-policy, not the docs'
  --capability-manifest names (which it rejects). Verified end-to-end:
  a bounded daemon with a real policy file starts and reports running.
- browser-approve verified real but interactive-only (refuses without a
  TTY) and its token is a legacy compatibility path disabled by default
  on current drivers (per the live browser_prepare schema). Kept as a
  passthrough; no longer presented as the primary route.
- NEW primary standard-mode route, verified live: launch the runtime
  with cua-driver's trusted-launcher grant. config opt-in
  computer_use.grant_existing_profile: true appends
  --grant existing-profile to the standard-mode MCP spawn (MCP
  initialize verified accepting the flag). Default false = attachment
  keeps failing closed. Never applied to bounded/unrestricted daemons.
- Skill, system prompt, tool schema, and docs updated to the verified
  ladder: config grant > bounded manifest > YOLO; token = legacy.
2026-08-15 15:04:32 -07:00
Teknium 48dd9c87cf feat(computer-use): user-facing authorization for cua-driver browser attachment
Completes the typed cua_browser_* route (PR #74166 lineage) with the
authorization surface that makes existing-profile attachment and
repeatable bounded automation reachable by real users:

- hermes computer-use browser-approve: CLI passthrough that mints
  cua-driver's five-minute single-use attachment token for one exact
  (pid, window_id). The user, never the model, is the token source.
- approval_token passthrough on cua_browser_prepare (schema + dispatch +
  browser_route), forwarded only for existing_profile and only as a
  non-empty string.
- computer_use.permission_mode: bounded + capability_manifest config:
  private per-session embedded daemon launched with
  --capability-manifest/--approve-capability-manifest; missing manifest
  fails loudly. 'unrestricted' is deliberately NOT a config value —
  it stays bound to the explicit per-session YOLO toggle.
- Skill + system-prompt + docs guidance for the three authorization
  rungs and the isolated-profile-first default.

E2E-verified against a temp HERMES_HOME: real config resolution to
bounded, loud failure without a manifest, real argparse path driving a
fake cua-driver binary, standard default preserved.
2026-08-15 15:04:32 -07:00
ducky_56789 a525bbed0e fix(update): avoid cryptography self-lock on Windows 2026-08-15 13:28:14 -07:00
Teknium 4ef56cef4c fix(auth): bound the no-TTL key_cmd token cache; docs for key_cmd
Follow-ups on the #85006 salvage:

- A key_cmd token with no advertised expiry was cached for the life of the
  process. The "refresh on 401" contract it relied on has no implementation
  (SDK retries cover 429/5xx only), so an expired no-TTL token would 401
  every request until restart. Cache on a bounded 15-minute window instead;
  helpers that want a longer cache can advertise their real expiry.
- Test for the no-TTL path updated to pin the bounded-window contract;
  the remint test's $RANDOM (bash-only, empty under dash) replaced with
  date +%s%N so it exercises remint under any /bin/sh.
- website/docs/integrations/providers.md: document key_cmd in the named
  custom providers section (contract, precedence, secrets.command contrast).
2026-08-15 03:16:21 -07:00
LordMelkor 6efab28726 feat(auth): add key_cmd credential source for custom providers
Custom providers could only authenticate from a static credential (inline
api_key or a key_env env var). Enterprise gateways -- SSO/OIDC brokers, cloud
IAM, internal auth proxies -- issue short-lived bearers instead, so a value
copied into .env is stale within the hour: long sessions start returning 401s
and the user has to restart or run an external cron that rewrites .env.

The existing `secrets.command` source does not cover this: it runs once per
process at startup (subsequent calls are no-ops by design), so it cannot
re-mint a credential mid-session.

Add providers.<name>.key_cmd: a command that prints a token, wrapped at
resolution in a zero-argument callable. Both wire clients already accept a
callable api_key and invoke it per request (the Entra ID path established
this), so chat_completions, codex_responses and anthropic_messages all work
unchanged and always send a fresh credential. The callable also routes the
Anthropic client through its per-request Authorization hook, which is what
OAuth-gated gateway routes require -- so no per-vendor auth wiring is needed
anywhere in core.

- cached until shortly before the advertised expiry (60s leeway), so the
  helper runs about once per token lifetime rather than once per request
- expiry is read from the OAuth 2.0 relative `expires_in` when present, and
  otherwise from an absolute ISO 8601 deadline (`expiry`, `expiresOn`), which
  is what CLI token helpers commonly print. Reading only `expires_in` treated
  those helpers as advertising no TTL at all, cached their token for the life
  of the process, and returned 401 on every request once the real deadline
  passed. ISO parsing reuses hermes_cli.auth._parse_iso_timestamp rather than
  adding another datetime parser.
- no synthetic expiry: when no TTL is advertised, or the advertised one is
  unparseable or already past, the token is used and refreshed on 401 instead
  of re-minted on an invented schedule
- stdout contract matches OAuth 2.0 token endpoints and existing agent
  helpers (bare token or JSON access_token/expires_in); multi-line output is
  rejected rather than guessed at, so a misconfigured helper surfaces as a
  clear error instead of a corrupt-credential 401
- precedence: explicit --api-key still wins; otherwise key_cmd beats a
  static api_key/key_env on the same entry
- failures never include the helper's output (may hold a partial token) or
  the command string (may embed a client secret)

Resolution happens on two paths. agent/auxiliary_client.py resolves named
custom providers itself rather than calling _resolve_named_custom_runtime, so
key_cmd is honoured in both: wiring only the runtime resolver leaves the main
agent turn working while every auxiliary call (title generation, compression,
vision, embedding) falls back to the no-key-required placeholder and 401s.
Precedence is identical on both paths, so one config entry cannot yield two
different credentials depending on which resolver the caller reached.

Closes #84162

Signed-off-by: LordMelkor <kray@block.xyz>
2026-08-15 03:16:21 -07:00
Teknium 7a16840add fix(compression): couple pruned-skill reload instruction to the preserved todo snapshot
Compaction re-injects the todo list verbatim (TODO_INJECTION_HEADER +
TodoStore.format_for_injection) while skill instructions are pruned down
to [SKILL_PRUNED: ...] markers — the imperative crosses the boundary
without the policy that governed it, and the agent keeps executing
preserved tasks with the guidance deleted (#84718's T6 pattern).

Close the retention asymmetry at the injection site: when the compressed
transcript carries [SKILL_PRUNED: ...] markers AND a todo snapshot is
being re-injected, append a bounded reload notice to the snapshot naming
each pruned skill with its exact skill_view() reload call, plus a
one-line instruction to re-check that preserved tasks are still
justified. Skill guidance recovery now travels in the SAME boundary
artifact as the imperative — same message, same stale-snapshot strip
lifecycle, so repeated compactions refresh rather than accumulate.

Properties:
- deterministic: derived only from the compressed transcript (same input,
  same bytes) — no per-turn nondeterminism in the rebuilt prompt
- zero recurring cost when nothing was pruned (clean sessions unchanged)
- bounded: shares _MAX_PRUNED_SKILL_MARKERS with the summary re-injection
  cap; the notice text never contains the canonical marker prefix, so it
  can never feed the marker extractor at the next boundary
- rides after TODO_INJECTION_HEADER, so _strip_stale_todo_snapshot
  removes snapshot + notice together and the synthetic-row classifier
  (_is_synthetic_compression_user_turn) is unaffected

Tests: tests/agent/test_skill_todo_retention_parity.py — unit contract of
the notice builder (naming, dedup/order, cap, determinism, no marker
self-feed) and behavioral compaction runs through the real
_compress_context path (notice travels with the snapshot, absent when
nothing pruned, synthetic-row classification unbroken, strip lifecycle
across repeated boundaries). Sabotage-verified: disabling the append
flips the 3 behavioral tests red.

Part of #84718
2026-08-15 02:45:50 -07:00
coe0718 7f7aefe5cb fix: restore complete message timestamp coverage 2026-08-15 01:04:19 -07:00
Tuck 79a41c1d32 fix: convert remaining messages.append() calls to append_message() 2026-08-15 01:04:19 -07:00
Tuck 261ed6e855 fix: stamp timestamps in model_metadata, turn_finalizer 2026-08-15 01:04:19 -07:00
Tuck d61558793e fix: stamp user message timestamps in turn_context 2026-08-15 01:04:19 -07:00
Tuck ca77157639 fix: create message_metadata module and update chat_completion_helpers 2026-08-15 01:04:19 -07:00
blunkjamie-dev 163d7af310 fix(session-search): forward detail through agent paths
(cherry picked from commit 5f6de984f170ef470c7fbbd7662484bfaffc821d)
2026-08-15 00:34:29 -07:00
rainbowgits aba4934274 fix(agent): omit unsupported metadata on Relay scope.pop
Older nemo-relay bindings reject metadata= on scope.pop, which aborted
turn finalization and left scopes open. Filter kwargs to what the live
binding accepts so close paths can complete.
2026-08-15 00:33:01 -07:00
Adolanium b9672ea24e fix(pets): remove the non-PNG base draft after hardening
generate_base_drafts hardens every base draft to a transparent PNG with
_harden_transparency. When the provider returned a non-PNG file (webp,
jpg, or gif), the hardened PNG is saved under a new path and the original
draft is left in cache/images. Nothing prunes that directory outside the
gateway housekeeping loop, so a CLI or desktop draft round leaks one
original per non-PNG draft.

Remove the original after a successful hardening when the output path
differs from the input. PNG inputs (including mixed-case suffixes like
.PNG) are hardened in place so a case-insensitive filesystem cannot
treat with_suffix(".png") as a different file and unlink the output.
2026-08-15 00:33:01 -07:00
Adolanium 7de5a65906 fix(pets): delete row strips after extracting their frames
Each hatch generates one row strip per state into cache/images and
extracts the animation frames from it, but never removes the strip. The
only cleanup for that directory runs in the gateway housekeeping loop,
which a CLI, desktop, or cron hatch never starts, so the strips
accumulate for good.

Drop the strip after every attempt once its frames are decoded into
memory, including failed or retried attempts, so a hatch no longer grows
the image cache without bound.
2026-08-15 00:33:01 -07:00
Reksely 3d73821e9d fix(agent): stop thread output descriptor leaks 2026-08-15 00:33:01 -07:00
kshitij 8b58f9f68f test(bedrock): pin stream-path cap omission; document truthiness edge
Self-review follow-up: cover call_converse_stream's max_tokens=None path
(same builder, previously unpinned) and document why the shim reads the
caller cap with truthiness rather than 'is None' (parity with the
Anthropic shim's reading).
2026-08-15 12:47:27 +05:30
kshitij 5ef52273cd fix(bedrock): let aux calls omit the Converse maxTokens cap
The Bedrock Converse shim hardcoded 'else 4096' when the caller passed no
max_tokens, so auxiliary vision descriptions stayed capped at 4096 tokens
on the Bedrock wire even after #75253 removed the vision call sites' own
caps (#10809 was only partially fixed there).

Converse's inferenceConfig.maxTokens is optional; when omitted, Bedrock
defaults to the model's maximum allowed output. Thread an explicit
max_tokens=None through build_converse_kwargs/call_converse to omit the
field, and drop an all-empty inferenceConfig from the wire request
entirely. The 4096 default is unchanged for every existing caller (main
transport passes params.get('max_tokens', 4096) explicitly), so only
no-cap aux calls opt in.

Surfaced during review of #75253.
2026-08-15 12:47:27 +05:30
kshitij e3fab0437e refactor(cache): never-raising scope resolver shared by both call sites
/simplify-code finding: turn_context evaluated resolve_prompt_cache_scope()
inside set_runtime_main's argument list under the umbrella try/except — a
resolution failure would silently skip the ENTIRE runtime binding
(provider/model/base_url/api_key/session_id for all aux calls that turn),
not just the cache scope.

- prompt_cache_scope: add resolve_prompt_cache_scope_safe() (never raises,
  returns None on failure/empty).
- turn_context: resolve the scope into a local via the safe variant BEFORE
  the set_runtime_main call, so a failure can only lose the scope.
- chat_completion_helpers: _prompt_cache_scope_for_agent delegates to the
  shared safe variant (guarded import retained).
- tests: +1 (hostile-property agent -> None; normal/empty passthrough).
2026-08-15 11:09:56 +05:30
kshitij 96cdf19a0b refactor(cache): fold self-review findings on the rotation-scope fix
- prompt_cache_scope: memo key now includes DB presence (a lazily attached
  _session_db re-resolves instead of staying pinned to the physical id);
  _persist_disabled agents (background-review forks that never get a DB row)
  memoize the fallback instead of re-querying the lineage per API call;
  module docstring cross-references get_conversation_root and why the two
  lineage resolvers must not be deduplicated.
- chat_completion_helpers: hoist the triplicated
  _prompt_cache_scope_for_agent(agent) call to a single local above the
  OpenAI-wire dispatch (after the anthropic/bedrock early returns, which
  don't use prompt_cache_key).
- codex transport docstring: x-client-request-id mirrors the derived body
  key, not the raw scope id.
- turn_context comment: acknowledge the first-turn pre-persist fallback.
- tests: +2 (persist-disabled memoization; lazy DB attach re-resolution).
2026-08-15 11:09:56 +05:30
kshitij cee2446222 fix(cache): keep prompt_cache_key warm across compression session rotation
Legacy compaction mode (compression.in_place: false) rotates the physical
session_id mid-conversation. The prompt-cache scope introduced in #79161 was
derived from that physical id, so every rotation moved the same conversation
into a fresh cache bucket - the prompt cache went cold at every rotation
boundary (#79017).

Fix: resolve a rotation-stable logical scope - the compression-lineage ROOT
of the current session (SessionDB.get_compression_lineage, fork-aware
post-#79193) - once per turn, memoized per transcript segment, and prefer it
over the physical session_id at every prompt_cache_key derivation site:

- agent/prompt_cache_scope.py (new): resolve_prompt_cache_scope(agent) -
  lineage-root walk with per-segment memo; falls back to the physical id
  when no DB is attached or the walk fails, degrading to pre-fix behavior.
- transports/codex.py: build_kwargs accepts cache_scope_id and prefers it
  for the body prompt_cache_key, the xAI x-grok-conv-id header, and the
  Codex x-client-request-id routing header. The Codex session_id header
  keeps the raw physical id (transcript identity, #57012 contract).
- transports/chat_completions.py: _add_prompt_cache_key accepts
  cache_scope_id with the same precedence.
- chat_completion_helpers.py: build_api_kwargs threads the resolved scope
  into all three build_kwargs call sites (codex, profile, legacy).
- auxiliary_client.py: set_runtime_main carries cache_scope; the aux
  Responses cache-key site prefers it over the physical session_id.
- turn_context.py: resolves the scope once per turn and threads it through
  set_runtime_main (no DB walk on the per-API-call hot path).

Scope semantics preserved from #79161: /new starts a fresh scope (new
lineage), /branch children, delegate subagents, and tool children stay
isolated (explicit-fork exclusion in get_compression_lineage), unrelated
sessions keep distinct buckets, and cron per-fire timestamps still
normalize via _cache_scope_from_session_id.

Default installs compact in place (session_id never rotates), so they hit
the memo and produce byte-identical keys to before.

Fixes #79017
2026-08-15 11:09:56 +05:30
Teknium 0cbc4ce83b fix(streaming): gate the interrupt worker join on live Relay managed execution
The unconditional 2s join before InterruptedError delayed interrupt
detection when Relay managed execution was not active (CI:
tests/run_agent/test_interrupt_propagation.py — detection took 2.34s
against a <1.0s budget, because the mocked worker sleeps 5s and there
is no Relay scope to unwind).

Extract the join into _join_worker_for_relay_teardown(), which no-ops
unless a Relay runtime exists AND managed execution consumers are
registered — the only case where an orphaned physical scope can corrupt
the LIFO stack (#81521). Applied at all three interrupt sites
(streaming, non-streaming, Bedrock streaming). The regression test now
simulates a live runtime so the join path stays covered.
2026-08-14 22:11:30 -07:00
Teknium 0b988b0118 fix(relay): keep orphan drain bounded by the scope-op timeout
The salvaged _close_scope_handle replaced direct scope.pop calls that
were bounded by _SCOPE_OP_TIMEOUT with an unbounded run_in_session
callback, regressing the bounded-finalization contract (CI:
tests/agent/test_relay_runtime_bounded_scope_ops.py — end_turn /
close_session / finish_logical_calls hung when the native pop wedged).
Pass timeout=_SCOPE_OP_TIMEOUT so the whole drain+close costs at most
one span and never blocks turn or session completion.
2026-08-14 22:11:30 -07:00
Teknium 3537ef9d01 fix(streaming): widen #81521 interrupt join to sibling paths and use version-correct Relay top accessor
Follow-up to HexLab98's salvaged commits:

- Apply the same bounded worker join before raising InterruptedError at
  the two sibling interrupt sites that share the raise-without-join
  shape: the non-streaming API poll loop and the Bedrock streaming poll
  loop. Both workers run Relay-managed physical attempts, so raising
  immediately allowed turn teardown to race a still-open physical scope
  exactly as in the streaming path.

- Address the #81601 review finding (egilewski): the pinned nemo-relay
  binding's get_scope_stack() returns a native ScopeStack object which
  scope.pop rejects with TypeError, so the orphan drain never drained
  under the real binding. current_top() now prefers the version-correct
  scope.get_handle() accessor and falls back to the old list-unwrap for
  fake/legacy shapes. Handle comparisons go through same_handle(),
  comparing by uuid, because native ScopeHandle instances do not
  implement value equality.

- Add a real-binding regression test that reproduces the orphaned-scope
  session close against the pinned native wheel (skips where the native
  binding is unavailable), alongside the existing fake-based coverage.
2026-08-14 22:11:30 -07:00
HexLab98 0c9d8ab0ce fix(streaming): join stream worker and drain Relay scopes on interrupt
Empty-stream stalls that trip interrupt were raising InterruptedError
before the stream worker closed its physical LLM scope, corrupting the
Relay LIFO stack and cascading into a CLI EIO redraw storm (#81521).
2026-08-14 22:11:30 -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
pierrenode 2d9f116351 fix(agent): anchor ZAI/Kimi base_url host matching to avoid substring false positives
_to_openai_base_url() matched ZAI (open.bigmodel.cn, api.z.ai, bare
"bigmodel") and Kimi (api.kimi.com) via `substring in url`, so any custom
gateway whose base_url happened to contain one of those strings as a path
segment (e.g. a reverse-proxy prefix like /proxy/bigmodel-fallback/) was
silently misrouted to the wrong OpenAI-wire endpoint shape.

This is the same false-positive class 6f33f510e8 just fixed for the
MiniMax branch in the same function by switching to base_url_host_matches()
(hostname-anchored). Apply the same fix to the ZAI and Kimi branches, which
that commit didn't touch. Drops the bare "bigmodel" substring check since
open.bigmodel.cn is the only canonical bigmodel-family host referenced
anywhere else in the codebase (agent/model_metadata.py, hermes_cli/auth.py).

Added regression tests mirroring the MiniMax marker-in-path tests added in
the same commit.
2026-08-14 22:04:16 -07:00
kshitij b58fa89cd7 refactor: centralize dict-valued model.default coercion via shared helper
Promote _split_model_config_default to hermes_cli/config.py as the single
shared helper for flattening dict-valued model.default/model.model config.
All 8 defense-in-depth sites now route through it instead of inlining
their own isinstance checks with inconsistent key orders.

Changes:
- Add split_model_config_default() to hermes_cli/config.py (public)
- cli.py: _split_model_config_default delegates to shared helper
- Fix key extraction order: agent_runtime_helpers.py was reversed
  (default->model); now consistent (model->default) across all sites
- Remove provider-as-model-name fallback from main.py, oneshot.py,
  model_tools.py, cli.py — provider is a routing key, not a model ID
- Add 'name' to _normalize_root_model_keys flattening loop and
  _has_nested_default detection to cover the deprecated model.name alias

Tests: 118 passed + 1 skipped (cli_init, managed_scope, config).
E2E: 31/31 passed (config chokepoint, managed scope, crash site,
negative cases, edge cases).
2026-08-15 10:29:05 +05:30
Ario Bagus Prakusa cb4daf23f3 fix: coerce dict-valued model/default config back to string across resolution paths
A dict-valued model.default (e.g. {provider:..., model:...}) in config.yaml
was leaking into agent.model and crashing the agent at init:

  AttributeError: 'dict' object has no attribute 'lower'
    agent/agent_runtime_helpers.py: anthropic_prompt_cache_policy

This manifested on the Telegram gateway as an infinite reset loop: every
turn built an agent with model=dict, crashed during init, the gateway
treated the failed turn as a session needing reset, and /reset rebuilt the
agent and crashed again.

Coerce dict -> string at every model-resolution entry point so the value
is normalized once and never reaches a .lower() call as a dict:
- agent/agent_runtime_helpers.py: anthropic_prompt_cache_policy (the crash site)
- agent/agent_init.py: configured default model resolution
- cli.py: CLI config model + _normalize_model_for_provider
- hermes_cli/main.py: _has_any_provider_configured
- hermes_cli/oneshot.py: _run_agent model resolution
- hermes_cli/runtime_provider.py: _get_model_config default handling
- model_tools.py: _resolve_active_context_length
2026-08-15 10:29:05 +05:30
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
Jack Lau 6fbbe18be8 fix(agent): reword SKILLS_GUIDANCE trigger and stop mislabelling its 400 as billing
On an Anthropic subscription OAuth credential, every request failed with
HTTP 400 "You're out of extra usage. Add more at claude.ai/settings/usage".
That is not a billing condition: Anthropic's server-side content filter rejects
the first sentence of Hermes' own built-in SKILLS_GUIDANCE prompt, and the
rejection is surfaced with a billing-shaped message. Because the message points
at the usage settings page, it reliably sends people to buy quota they do not
need — the reporter lost three debugging sessions to it.

Bisected against the live API with the real 71,721-char assembled prompt: the
first SKILLS_GUIDANCE sentence alone reproduces the 400 and removing it alone
clears it. Size was ruled out (20 KB of unrelated filler returns 200) and so was
the system[0] identity gate (that returns 429, a different failure).

Three changes, all serving the same outcome — a subscription user can no longer
be misdirected by this 400:

- agent/prompt_builder.py: reword the triggering sentence to the phrasing the
  reporter verified returns 200. Meaning, the skill_manage reference, and the
  ## Skill Safety Rule block are all preserved. The reword is empirically
  validated rather than understood, so a comment records the bisect and warns
  that any rewrite must be re-verified against an OAuth token, not an API key.

- agent/conversation_loop.py: the Anthropic branch of the billing guidance no
  longer asserts exhaustion as fact. It hedges the opening line, names the
  content-filter alternative, and gives the operator a way to tell the two apart
  (if the usage page still shows quota, suspect a content rejection). It also
  points at `hermes auth reset anthropic`, because the credential exhaustion
  latch replays the stored error for ~60 min without issuing a request — which
  makes a real fix look like it did not work.

- hermes_cli/auth.py: document that CLAUDE_CODE_OAUTH_TOKEN is an OAuth token,
  not an API key, despite auth_type="api_key". It stays in api_key_env_vars
  because that tuple doubles as the credential-discovery list; removing it would
  stop Hermes finding a `claude setup-token` credential at all.

Docs updated to match the reworded prompt.

Fixes #82154
2026-08-14 21:54:56 -07:00
dhruv kejriwal ffaa63f887 fix(compressor): never commit a compression that grows the transcript (in-place path)
The gateway rotation guard (#83339) only protects the rotate path, but
in-place compaction commits inside compress_context() via
archive_and_compact — before the gateway can inspect the result. Add the
anti-growth check at the commit site so both paths are covered: a
compression whose rough output exceeds its input is a strict no-op
(original transcript kept durable, session identity untouched).

Covers the observed failure where session hygiene persisted 426 -> 426
messages and ~379K -> ~688K tokens.
2026-08-15 10:22:47 +05:30
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
Teknium 8369170fea fix(agent): only strip _moa_prepared_request when the live client is not the MoA facade
The unconditional pop from the previous commit also stripped the key when
agent.client was still the real MoA facade, forcing the facade to re-prepare
from scratch — a duplicate reference fan-out per turn (caught by
test_moa_virtual_provider_aggregator_is_actor). Gate the defensive strip on
the same prepare()-capability probe used at the injection site so the
handshake survives on the facade while a swapped-in native client is still
protected.
2026-08-14 21:36:41 -07:00
RelaxJonh 6bf3d39499 fix(agent): strip _moa_prepared_request before dispatching to native client
After a client replacement (credential rotation, dead-connection cleanup,
or fallback+restore), agent.client may become a native OpenAI client
while agent.provider stays "moa".  The _moa_prepared_request key was
passed through to the native SDK, causing TypeError on every turn.

Pop the key at the dispatch point (chat_completion_helpers.py:509).
The MoAClient facade already handles a missing key by falling through
to its normal resolution path.

Closes #78382
2026-08-14 21:36:41 -07:00
Drexuxux ab879a1e22 fix(agent): stop the MoA prepared request reaching a swapped-in native client
`_moa_prepared_request` is a private handshake between the conversation
loop and MoAChatCompletions.create. It is attached whenever
agent.provider == "moa", on the assumption that agent.client is still the
in-process MoA facade.

Credential rotation, provider fallback and dead-connection cleanup all
rebuild agent.client from _client_kwargs between attempts, and
pending_moa_prepared_request deliberately carries a prepared request
across exactly that boundary. The rebuilt client is a native OpenAI
client while provider stays "moa", so the key reaches an SDK that has
never heard of it:

    TypeError: Completions.create() got an unexpected keyword argument
    '_moa_prepared_request'

That error is non-retryable, so every remaining turn on the session
fails. Both dispatch paths are affected: the non-streaming one calls
agent.client directly, and _create_request_openai_client returns
agent.client unchanged for provider "moa".

Re-check the live client at the point the key is attached, which covers
both paths at once. When the facade is gone, send the prepared prompt
without the handshake and log the downgrade.
2026-08-14 21:36:41 -07:00
牧濑红莉栖(BOT) 24eae1fa15 fix(agent): preserve MoA facade when rebuilding primary client (stream retry, rotation, fallback+restore)
When agent.provider == "moa", the MoAClient facade *is* the client - there is
no real OpenAI wire endpoint behind the moa://local placeholder. Client rebuilds
(_replace_primary_openai_client: stream-retry pool cleanup, credential rotation,
dead-connection cleanup, fallback+restore) go through create_openai_client and
produce a native OpenAI client while provider stays "moa". The next primary
call then either raises a `_moa_prepared_request` TypeError (#78382) or, when
_client_kwargs carry an unrelated relay base_url, leaks the request to a foreign
gateway (observed as HTTP 503 "group ... no available channel" from an
unrelated new-api relay right after an aggregator empty-stream retry).

Fix: in create_openai_client, when provider is "moa", return
build_moa_facade(agent, model) instead of a native client. This covers every
rebuild entry point. The three already-fixed call sites
(restore_primary_runtime, try_recover_primary_transport, switch_model) assign
the facade directly and do not go through create_openai_client, so they are
unaffected.

Closes #78382
2026-08-14 21:36:41 -07:00
SHL0MS bec7df1bba fix(anthropic): coerce blank system text blocks at extraction (#70909)
Residual from PR #70910 after #77509 landed the message-list scrub: a
whitespace-only system content block carrying a cache_control marker
still reached the wire and 400'd the whole request ("text content
blocks must contain non-whitespace text"), wedging the session on every
retry. The block cannot be dropped (it carries the cache breakpoint),
so coerce its text to the shared non-whitespace placeholder when
extracting the system param, copying the block so caller message dicts
are never mutated.

Adds SHL0MS's request-level regression suite from #70910; four of its
five cases already pass on main via #77509 — the system-block case
fails without this fix.
2026-08-14 21:27:05 -07:00
Turgut Kural 4e60771ab7 fix(transport): scope empty tool_calls comment to transport-layer coverage 2026-08-14 21:25:48 -07:00
Turgut Kural c464001da8 fix(transport): strip empty/null tool_calls on assistant messages
Strict OpenAI-compatible providers (onerouter / Qwen, DeepSeek v4) reject
an assistant message carrying tool_calls: [] (or null) with HTTP 400
'Empty tool_calls is not supported in message.'

The pre-API sanitizer in agent_runtime_helpers.sanitize_api_messages already
drops these on the conversation_loop path, but auxiliary / custom-provider
routes that bypass that sanitizer can still reach the wire with an invalid
empty array and abort the whole session (non-retryable 400).

Normalize at the transport layer too: detect an empty-list / null
tool_calls on assistant messages, strip the key on the per-call copy (never
mutate the stored history), and keep real tool_calls untouched. Includes
unit tests covering empty-list, null, real-call preservation, mixed batches,
user-role non-mutation, copy-on-write, and cross-provider parity.

Follow-up to #58755.
2026-08-14 21:25:48 -07:00
webtecnica f316f7d086 fix(session): drop empty tool_calls in repair_message_sequence (#77921) 2026-08-14 21:25:48 -07:00
liuhao1024 b2453b5894 fix(sanitize): drop tool_calls key when dedup removes all calls
The dedup pass in sanitize_api_messages (introduced by #58327) can
produce an empty tool_calls array when all tool_call_ids in a message
are duplicates of earlier messages in a long conversation history.

DeepSeek v4 and newer OpenAI reject empty tool_calls with HTTP 400:
'Invalid messages[N].tool_calls: empty array'.

When kept_tcs is empty after dedup, drop the tool_calls key entirely
instead of writing tool_calls: [].

Fixes #64335
2026-08-14 21:25:48 -07:00
Ufonik 54aad0d670 fix(tools): refresh activity heartbeat while a tool call is in flight (#84491)
The gateway turn-inactivity watchdog (gateway/run.py::_watch_gateway_turn_inactivity)
abandons a turn once seconds_since_activity exceeds the inactivity timeout
(default 30 min). Activity was only stamped when a tool started and when it
completed, so a tool call that runs silently for 30+ minutes (quiet builds,
long pytest suites, large downloads, network waits with no output) froze the
clock and the watchdog hard-abandoned a turn that was still making progress,
reaping the tool's processes mid-execution (issue #84491).

Add a daemon-thread heartbeat inside _run_agent_tool_execution_middleware that
touches agent._touch_activity every 30s while the tool is in flight, until the
call returns. Both the sequential and concurrent execution paths funnel through
this single middleware, so one heartbeat covers every tool. The thread is
stopped in a try/finally so it always tears down even if execute() raises, and
is never started when a guardrail/authorization block short-circuits before
dispatch. A genuinely hung tool remains bounded by the tool layer's own
timeouts (terminal default 180s, concurrent batch deadline ~420s), so the
heartbeat only extends the turn's life while the call is legitimately running.

Verified by an independent reviewer (no security/logic defects); 5 unit/integration
tests pass on Python 3.12 (upstream CI). The 30-min gateway backstop remains
for turns whose agent loop itself stalls.
2026-08-14 21:20:03 -07:00
HexLab98 cc0d5ce7b7 fix(agent): bound hung inline API calls when abort cannot kill the socket
The keepalive httpx client uses read=None, and stranger-thread abort cannot close FDs, so a DeepSeek stall on the cron inline path waited until TCP died — hours past the 600s watchdog. Inject a per-call read timeout matching the stale budget, walk in-flight pool requests, and clear the socket timeout before shutdown without releasing the FD.
2026-08-14 21:19:55 -07:00
HexLab98 fc100f4b3b fix(compression): scan full window for handoffs before cross-session discard
A degenerate compress_end can hide an in-window handoff past the cut; the
#57835 guard then cleared a valid same-session _previous_summary (#83248).
2026-08-14 20:52:16 -07:00