Commit graph

1324 commits

Author SHA1 Message Date
flyingdoubleg
e9a7c18890 fix(memory): honor disabled toolsets for provider tools 2026-07-24 13:00:53 +05:30
Teknium
13fe08d7e9 fix(context-engine): short-circuit the inherited no-op select_context before any per-request work
Verification follow-up for the #51226 salvage: the host call site guarded
select_context with hasattr(), but the ABC defines a default on every
engine, so the built-in ContextCompressor (and any non-implementing
engine) still paid per-request shallow copies of the conversation
history plus a hook call on every provider request. Identity-check the
bound method against ContextEngine.select_context and return the
request untouched — mirroring the existing base-method short-circuit in
_notify_context_engine_turn_complete — so the default path does zero
work, not just produces an identical result.

Adds two pins: the base no-op is never invoked (patched-to-raise base
stays silent), and ContextCompressor.__dict__ contains neither new verb.

Also registers the contributor email mapping for @chaos-xxl.
2026-07-23 19:44:35 -07:00
xue xinglong
56e00f4ca1 docs+test(context-engine): sync public guide coverage note; pin finalization-seam observation contract
- website guide: on_turn_complete() now carries the same best-effort coverage
  caveat as the ABC docstring (fires from the finalization seam; abnormal
  early-return paths bypass it) — removes the doc/code inconsistency.
- test: finalization seam emits on_turn_complete with usage=None + the
  interrupted flag for an interrupted finalized turn. Docstring records that
  the negative early-return-bypass half is best-effort and deferred to a
  shared-seam follow-up rather than pinned via a full run_conversation harness.
2026-07-23 19:44:35 -07:00
xue xinglong
5f65f0b0f8 fix(context-engine): snapshot select_context read-only inputs; scope on_turn_complete coverage doc
Addresses the hermes-sweeper review on #51226:
- _apply_context_engine_selection now passes shallow copies of the read-only
  conversation_messages / incoming_message to the hook, so an engine mutating
  them in place cannot corrupt persisted transcript state (enforces the
  request-only contract, not just documents it). Adds a mutation-regression
  test asserting persisted history + incoming message are untouched.
- on_turn_complete docstring: scope the coverage claim to the standard
  finalization seam. Some abnormal early-return paths (content-policy block,
  provider terminal failure) currently persist+return without finalization and
  don't emit the hook; documented as best-effort with a shared-seam follow-up,
  rather than over-promising a guaranteed callback for every early exit.
2026-07-23 19:44:35 -07:00
xue xinglong
915942935d fix(context-engine): fail open on empty select_context() result + doc public hooks
- _apply_context_engine_selection: reject an empty list. all([]) is True, so
  a [] returned by a failing/buggy engine previously replaced a valid request
  with an empty message list the downstream sanitizers can't restore; now it
  falls open to the unmodified request (honors the fail-open contract).
  Thanks @johnnykor82 for catching this on #41918's review.
- test: empty list keeps the original request (fail-open regression).
- docs: document select_context()/on_turn_complete() in the public
  context-engine plugin guide (were still describing only the old contract).
2026-07-23 19:44:35 -07:00
xue xinglong
71220cdf5b docs+test(context-engine): document select_context ordering/cache contract; add cache-stability + downstream-sanitizer tests
- context_engine.py: document that select_context() runs before cache-control
  and all request sanitizers, so (a) replacements still pass host validation
  and (b) the no-op default keeps the request byte-stable (AGENTS.md prompt-
  cache invariant). Note the hook is evaluated per provider request.
- tests: no-op path is byte-stable for cache-control; a role-unusual
  replacement is passed through for the existing downstream sanitizers to
  normalize (select_context does structural validation only).
2026-07-23 19:44:35 -07:00
xue xinglong
589cbafb87 feat(context-engine): forward real usage to on_turn_complete()
The on_turn_complete() observation hook is the engine's post-turn signal,
so it should receive the completed turn's canonical token usage when the
host has it, not a hardcoded None. Per @johnnykor82's #41918 contract: the
engine uses prompt/completion + cache_read/write/reasoning buckets to judge
how large/expensive the selected context was before the next select_context().

- conversation_loop.py: stash the most recent provider response's usage_dict
  (the same canonical shape fed to update_from_response) on the agent as
  _last_turn_usage; reset to None at turn start so turns that never reach a
  provider response (early failure / interrupt) forward None, not a stale
  prior turn's usage.
- turn_finalizer.py: forward agent._last_turn_usage instead of usage=None.
- context_engine.py: document the usage param contract on the ABC hook.
- tests: cover both ends through the real finalize_turn path — completed turn
  forwards the full canonical bucket set intact; no-response turn forwards None.

Co-authored-by: johnnykor82 <johnnykor82@users.noreply.github.com>
2026-07-23 19:44:35 -07:00
xue xinglong
bb9ef9d72c feat(context-engine): add on_turn_complete() observation hook
Adds the post-turn observation verb as the companion to select_context():
an optional, no-op-default on_turn_complete() called once after the
assistant/tool loop finishes, with the finalized transcript snapshot. Lets
an engine ingest/index/summarize the completed turn to inform the next
select_context(). Wired via _notify_context_engine_turn_complete() from
turn_finalizer.finalize_turn(); fail-open, base no-op short-circuited so
non-implementing engines (incl. the built-in compressor) pay nothing.

This is the request-assembly + observation pair from #41918; with this
commit the PR fully subsumes #41918's two hooks (prepare_request_messages
-> select_context, on_turn_complete) rather than only the selection half.

Co-authored-by: johnnykor82 <johnnykor82@users.noreply.github.com>
2026-07-23 19:44:35 -07:00
xue xinglong
dec464c351 feat(context-engine): add select_context() per-turn selection hook
Adds an optional, no-op-default select_context() hook to the ContextEngine
ABC, called every turn after the request messages are assembled and before
provider dispatch — independent of should_compress(). Lets an engine select
or replace which context enters the prompt for a single request (retrieval,
topic routing, role/branch switching) without mutating persisted history,
removing the need to abuse should_compress()=True as a per-turn callback.

The host call site (_apply_context_engine_selection) is fail-open: a missing
hook, an exception, or an invalid return value leaves the assembled request
untouched. Additive and non-breaking: the built-in compressor and every
existing engine are unaffected.

Consolidates the per-turn request-assembly surface proposed across #41918,

Related: #36765 #41918 #24949 #47109 #50053 #23837 #25115 #29370
2026-07-23 19:44:35 -07:00
Teknium
3d693ae034 chore(moa): add trailing newline to reference-prompt test file
Follow-up for salvaged #61454.
2026-07-23 18:40:09 -07:00
liuhao1024
6afbb33af1 fix(moa): add explicit warnings to reference prompt against claiming tool execution 2026-07-23 18:40:09 -07:00
sgtworkman
3dfe712384 fix(moa): scope quiet relay to machine-readable CLI
Keep MoA reference display events off the machine-readable -Q stdout
surface (platform=cli with tool_progress_mode=off) while preserving them
everywhere else. Extracts the relay into module-level helpers so the
policy is testable.

Salvaged from #67334.
2026-07-23 18:40:09 -07:00
SquabbyZ
89e6f4c989 feat(agent): add MOA progress indicator (#59546)
Adds per-reference progress events and a phase-transition marker to the
MoA display pipeline so TUI / CLI / desktop surfaces can render a status
bar like `MOA: 2/3 refs done` and surface which phase (reference vs
aggregator) is currently active.

  - `moa.progress`  — fired once per reference completion with
                       `refs_done`, `refs_total`, and the source label
  - `moa.phase`     — fired on phase transitions (currently the single
                       `phase="aggregator"` transition once the fan-out
                       finishes)

Plumbed through the existing `reference_callback` →
`tool_progress_callback` → gateway path; no new UI surface. The legacy
`moa.reference` / `moa.aggregating` events are unchanged for backwards
compatibility.

AI-assisted fix by https://github.com/SquabbyZ/peaks-loop
2026-07-23 18:11:57 -07:00
Idris Almalki
8d119832b4 fix(gemini): emit thoughtSignature sentinel for cross-provider tool_calls in native adapter
When Hermes fails over from a non-Gemini provider (xAI, Anthropic, etc.) to
Gemini mid-conversation, the existing assistant tool_calls in history carry
no Gemini ``extra_content.google.thought_signature`` (the originating provider
never emits one).  The native adapter's ``_translate_tool_call_to_gemini``
omitted ``thoughtSignature`` entirely in that case, so Gemini 3 thinking
models rejected every replayed turn with::

    HTTP 400 INVALID_ARGUMENT
    Function call is missing a thought_signature in functionCall parts.
    Additional data, function call default_api:<tool_name>, position N.

The Cloud Code Assist sibling adapter already handles this exact case by
emitting a sentinel ``"skip_thought_signature_validator"`` (see
``agent/gemini_cloudcode_adapter.py:106``, originally added in #11270 and
documented as matching ``opencode-gemini-auth``'s approach).  This change
mirrors that fallback in the native adapter so the two paths behave
identically when replaying cross-provider history.

Verified live against ``generativelanguage.googleapis.com/v1beta`` with
``gemini-3-pro-preview``: synthetic 2-turn conversation with no real
``thoughtSignature`` returns 400 without the sentinel and 200 with it.

Test added: ``test_build_native_request_emits_sentinel_for_cross_provider_tool_call``.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-07-23 17:26:24 -07:00
Teknium
d43cc2ca80 fix(compress): gate N-user tail guarantee to actionable turns, behavior-preserving default
Follow-up fixes on top of the salvaged #22566 mechanism:

- N-collector now counts only REAL actionable user turns via
  _is_actionable_user_turn + _is_synthetic_compression_user_turn —
  the same filter pair _find_last_user_message_idx uses post-#69291.
  The contributor's bare role=='user' + _is_context_summary_content
  check let blank platform echoes and continuation/todo rows consume
  N slots, silently degrading the guarantee.
- Default flipped 3 -> 1 (behavior-preserving): a default of 3 was
  measured to change the tail cut on transcripts whose budget covers
  only the last turn. min_tail_user_messages=1 delegates to the
  existing single-user anchor; N>1 is opt-in, and the call site is
  gated so the default path is byte-identical to main.
- Hardened config parse in agent_init (bool rejected, fractional
  floats rejected, floor 1) matching the max_attempts parser shape.
- Wired the recurring external-PR config gaps: hermes_cli/config.py
  DEFAULT_CONFIG + cli-config.yaml.example (PR only had cli.py).
- Regression tests: blank echoes / synthetic rows don't count toward
  N; tool-call/result pairs never split by the N-boundary (no-orphan
  both directions); N-guarantee wins over tail_token_budget and the
  _MAX_TAIL_MESSAGE_FLOOR (floor is a minimum, not a cap); default
  parity pin; DEFAULT_CONFIG pin.
2026-07-23 17:03:49 -07:00
Jerry
a9c868225e feat(compress): preserve recent N user messages during context compression
Add _ensure_last_n_user_messages_in_tail to guarantee the last N user
messages survive compression in the uncompressed tail, with surrounding
assistant/tool context preserved.

- Add min_tail_user_messages parameter (default 3) to ContextCompressor
- New _ensure_last_n_user_messages_in_tail method generalizes single-user protection
- Skip context-summary handoff banners when counting user messages
- User messages are clean boundaries — skip _align_boundary_backward
- Wire through cli.py, agent_init.py, and gateway cache busting keys

Config:
  compression:
    min_tail_user_messages: 3

Co-Authored-By: Claude <noreply@anthropic.com>
2026-07-23 17:03:49 -07:00
Teknium
69365109b3 fix(compression): mark raw skill_view bodies summarized away, not only pre-pruned rows
_collect_ghosted_skill_names() covers both ghost-skill shapes in the
compressed middle window: rows already demoted to a [SKILL_PRUNED: ...]
marker AND raw skill_view bodies (> _SKILL_VIEW_PRUNE_MIN_CHARS) that
survived Phase-1 inside an earlier protected tail and then aged into the
compression window — the summarizer paraphrases those instructions away
too. Shared threshold constant between the emit site and the scan.
Pinned by a live-probe-shaped test (real compress(), mocked aux LLM).
2026-07-23 16:58:06 -07:00
Teknium
28f73d32e9 test(compression): ghost-skill defense suite — marker round-trip, protected prune, real-compress survival
21 tests pinning the salvaged #44166 behavior:
- marker emit + extractor round trip (patterns adapted from PR #32375
  by @LeonSGP43, with credit)
- no-duplicate re-injection when the canonical marker survived (the
  original PR's presence-check defect)
- Phase-1 protection for just-loaded / user-referenced skills, and the
  Pass-4 pressure override that keeps #61932 fixed
- deterministic marker survival through a REAL compress() with a mocked
  aux LLM: drop → re-injected, keep → not duplicated, static-fallback
  path, iterative re-compression via rehydrated handoff
- markers never classify as handoff content (classify_summary_content /
  _strip_context_summary_handoff_message untouched)
- SKILLS_GUIDANCE Skill Safety Rule renders with real newlines
2026-07-23 16:58:06 -07:00
srojk34
3ea35d6711 fix(vertex,moa): register vertex in PROVIDER_REGISTRY and HERMES_OVERLAYS
The Vertex AI provider (added same-day, commit c73e74386) was never added to
either of the two provider registries that agent/auxiliary_client.py and the
MoA slot-resolution chain depend on, breaking Vertex outside the main
conversation loop:

1. hermes_cli/auth.py::PROVIDER_REGISTRY had no "vertex" entry. The
   plugin-auto-extend loop that normally fills gaps explicitly skips
   non-api_key auth types (`if _pp.auth_type != "api_key": continue`), and
   Vertex was never hand-declared like "bedrock" is. Because
   resolve_provider_client() in agent/auxiliary_client.py gates everything
   on `pconfig = PROVIDER_REGISTRY.get(provider)` and returns (None, None)
   immediately when pconfig is None, its `elif pconfig.auth_type == "vertex"`
   branch was permanently dead code — every auxiliary Vertex call (vision,
   title generation, reflection, context compression, MoA reference/
   aggregator slots) failed outright, not just a MoA-specific edge case.

2. hermes_cli/providers.py::HERMES_OVERLAYS also had no "vertex" entry, so
   hermes_cli.providers.get_provider("vertex") returned None. This backs
   _preserve_provider_with_base_url() in agent/auxiliary_client.py, which a
   MoA slot's resolved (base_url, api_key) pair needs to keep its "vertex"
   identity instead of silently collapsing to "custom" — losing the
   identity _refresh_provider_credentials() needs to re-mint an expired
   OAuth2 token (~1h lifetime) on a 401, and permanently breaking every
   subsequent call in that MoA preset for the rest of the session.

Fix mirrors the existing "bedrock"/aws_sdk entries in both registries
exactly, plus adds a "vertex" branch to _refresh_provider_credentials() (it
had branches for openai-codex/nous/anthropic/xai-oauth but not vertex,
so a 401 fell through to `return False` without evicting the stale cached
client).

- hermes_cli/auth.py: hand-declared vertex ProviderConfig(auth_type="vertex")
  in PROVIDER_REGISTRY, matching bedrock's shape.
- hermes_cli/providers.py: vertex HermesOverlay(auth_type="vertex") in
  HERMES_OVERLAYS + "Google Vertex AI" label override.
- agent/auxiliary_client.py: vertex branch in _refresh_provider_credentials
  that re-mints the token via get_vertex_config() and evicts the stale
  cached client.
- 8 new regression tests across tests/hermes_cli/test_vertex_provider.py and
  tests/agent/test_auxiliary_client.py: registry membership, end-to-end
  resolve_provider_client("vertex", ...) building a working client (proving
  the previously-dead branch is now reachable), and the 401-refresh/cache-
  eviction path.
2026-07-23 16:55:41 -07:00
Teknium
b7a05b6b6f fix: re-anchor summary-input bound to current main + bound iterative path
Follow-ups on top of the cherry-picked #27748 mechanism:
- move the cap constant to module level with full rationale comment
  (class attribute aliases it so subclasses/tests can override)
- bound the iterative-update path too: the PREVIOUS SUMMARY block is
  passed through _bound_summary_input so a pathological rehydrated
  handoff cannot blow up the prompt (previous summary + new turns each
  capped)
- extra regression tests: byte-identical small-input passthrough
  (identity), direct bound+marker unit check, bound-after-per-message-
  truncation shape (hundreds of under-_CONTENT_MAX turns), iterative
  path bounded, marker vs classify_summary_content non-collision
- contributor email mapping for @robgfl45
2026-07-23 16:44:53 -07:00
Cluster2
80ece3867b fix: bound compression summary input 2026-07-23 16:44:53 -07:00
Teknium
fa4800414c feat(compression): prompt-cache reclaim gate + hardened wiring for proactive prune
Follow-ups on top of the cherry-picked #62644 mechanism, porting it to
current main and closing the salvage-review requirements:

- proactive_prune_min_reclaim_tokens (default 4096): a prune only COMMITS
  when it reclaims a meaningful token batch, measured on the pruned output.
  A committed prune rewrites already-sent history and invalidates the
  provider prompt-cache prefix; this hysteresis gate keeps those breaks
  episodic/amortized (like a compression boundary) instead of firing every
  tool iteration. 0 disables the gate. (Design point credited to the
  #62389 review cycle's prune_minimum_tokens.)
- Standard no-op caller contract: every skip path returns the INPUT list
  object; the loop commits only on 'result is not messages' + non-zero count.
- Loop call is getattr+callable guarded (plugin engines predating the hook,
  SimpleNamespace test doubles) and exception-swallowed at debug level.
- Config parse follows the compression.max_attempts hardened semantics:
  booleans rejected, fractional floats rejected, integral floats/numeric
  strings accepted; negative trigger = disabled.
- cli-config.yaml.example documented (all three keys) and gateway
  _CACHE_BUSTING_CONFIG_KEYS extended so hot-reload rebuilds the agent.
- Tests: min-reclaim gate both directions, input-object no-op contract,
  no-orphan tool_call_id pairing in BOTH directions (#69830 pin rule),
  default-off zero-behavior-change pin, config parse seam, and behavioral
  loop-wiring tests (consulted/commit/no-op/absent-method/raising).
2026-07-23 16:44:12 -07:00
Kolektori
cb481e2f2b feat(compression): proactive tool-result pruning for large-window models
The phase-1 tool-result prune only runs inside compress(), which fires
near 50% of the context window, so it never triggers on large-window
models; old tool outputs then ride in history and are re-sent every turn.

Add prune_tool_results_only(): the same no-LLM prune on a separate, low
proactive_prune_tokens trigger, run as an elif to the compression branch.
Opt-in (default 0), protects the recent tail by message count.

Add the method to the ContextEngine base as a no-op default so pluggable
engines inherit it safely (the post-tool-call path never AttributeErrors on
a non-built-in engine); the built-in compressor supplies the real prune.
Register both keys under the top-level compression config with defaults and
document them.
2026-07-23 16:44:12 -07:00
root
34678d2f2e fix(compression): skip empty post-handoff summary windows 2026-07-23 16:27:06 -07:00
Teknium
eebc2286fc fix(gateway): retry-next-message semantics for compression_deferred + regression suite
Gateway half of the #49874 salvage: pass compression_deferred through
both _run_agent_inner result dicts and guard the compression-exhausted
auto-reset block with it — a lock-contended defer keeps the session
intact (the concurrent compressor is actively shrinking it) instead of
wiping it via reset_session.

Regression tests:
- tests/run_agent/test_compression_lock_defer.py — provider-mock 413 and
  400-overflow turns whose compression pass lost the lock end as
  compression_deferred (failed=False, no compression_exhausted); flag
  unset keeps the terminal exhaustion path byte-identical; type-pin
  tests vs MagicMock agents and junk flag values; cap=1 e2e proving the
  refunded pre-API defer leaves the budget for the provider-proven
  413 retry.
- tests/agent/test_preflight_lock_defer.py — a lock-skipped preflight
  pass stops the loop WITHOUT arming preflight_compression_blocked;
  plain no-op still arms it; MagicMock junk does not defer.
- tests/gateway/test_compression_deferred_soft_result.py — AST pin that
  the deferred branch guards the auto-reset chain and performs no
  session mutation (mirrors test_35809_auto_reset_clean_context.py).
2026-07-23 16:23:57 -07:00
Rain
bc7212cf93 feat(moa): per-reference-model max_tokens override
MoA reference_max_tokens is preset-level — one cap for all reference
models. When mixing a verbose model with a terse one, a single cap is
either too tight for the terse model or too loose for the verbose one.

Now each reference slot can optionally carry its own max_tokens:

  reference_models:
    - provider: openrouter
      model: deepseek/deepseek-v4-pro
      max_tokens: ***        # per-slot cap, overrides preset-level
    - provider: openai-codex
      model: gpt-5.5
      # no max_tokens → falls back to preset-level reference_max_tokens

_clean_slot (moa_config.py) preserves an optional max_tokens field on
the slot dict, coerced via _coerce_int_or_none. _run_reference
(moa_loop.py) reads slot-level max_tokens first, falling back to the
preset-level cap passed by the caller. Slots without the field are
unaffected — backward compatible.

Type hints on slot-handling functions updated from dict[str, str] to
dict[str, Any] to reflect the now-heterogeneous slot shape.
2026-07-23 16:17:27 -07:00
aui
ead9d7b256 test: cover gemini-native max_tokens forwarding in _build_call_kwargs
Requested in review: builder-level assertions that the gemini-native
branch forwards max_tokens (provider names and the native
generativelanguage.googleapis.com base_url, max_tokens=600), plus a
control showing gemini models on OpenAI-compatible endpoints — including
Gemini's own /openai compatibility endpoint — keep the existing omission
behavior (#34530).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-23 16:17:27 -07:00
Janig88
3dce1b967f fix(auxiliary): scope max_tokens to moa_reference only (not aggregator)
Per review feedback from teknium1: reference_max_tokens is an advisors-only
contract. The aggregator is the acting model and must not be capped by the
reference budget. Changed _is_moa from startswith('moa_') to exact match on
'moa_reference'. Added regression test proving aggregator does NOT receive
max_tokens.
2026-07-23 16:17:27 -07:00
Janig88
3616ce006a fix: use auxiliary_max_tokens_param for Copilot GPT-5 compat
Copilot review pointed out that hardcoding kwargs['max_tokens'] would
400 on models requiring max_completion_tokens (GPT-5 family, Copilot).
The existing auxiliary_max_tokens_param() helper already selects the
correct parameter name per model — use it instead of hardcoding.

Test updated to parametrize expected_key so the Copilot gpt-5.5 case
correctly asserts max_completion_tokens instead of max_tokens.

Addresses Copilot review comments on both files.
2026-07-23 16:17:27 -07:00
Janig88
32a4faa2d5 fix(auxiliary): honor max_tokens for MoA reference/aggregator tasks
PR #56756 added reference_max_tokens to cap MoA advisor output and cut
turn latency. The value is correctly threaded through five layers of MoA
code (moa_config → conversation_loop → aggregate_moa_context →
_run_references_parallel → _run_reference → call_llm(task='moa_reference',
max_tokens=800, ...)).

However, _build_call_kwargs() in auxiliary_client.py silently drops
max_tokens for all OpenAI-compatible providers (PR #34845, which fixed
endpoints and NVIDIA NIM keep it. This means reference_max_tokens never
reached the API for the vast majority of providers.

The bug affects every OpenAI-compatible MoA reference/aggregator slot:
Z.AI (coding plan), OpenRouter, OpenAI, GitHub Copilot, and local
providers. Only Anthropic-compat endpoints (MiniMax, /anthropic URLs)
worked — by coincidence, not MoA-aware design.

Fix: thread the 'task' parameter through all six _build_call_kwargs()
call sites. When task starts with 'moa_', max_tokens is always included
in the request kwargs regardless of provider. Non-MoA auxiliary tasks
(compression, titles, vision, etc.) keep PR #34845 behavior unchanged.

Verified end-to-end:
- Z.AI GLM-5.2 with max_tokens=50 → returned exactly 50 tokens
- Z.AI GLM-5.2 with max_tokens=20 → returned exactly 20 tokens
- Z.AI GLM-5.2 uncapped → returned 315 tokens
- 7 new regression tests covering 4 providers, Anthropic wire, non-MoA
  tasks, and prefix-matching boundary
- 288 auxiliary_client tests pass (was 281, +7 new), 84 MoA tests pass
- Zero regressions
2026-07-23 16:17:27 -07:00
srojk34
cc1725cbe5 fix(moa): stop reference_max_tokens from also capping the aggregator
aggregate_moa_context's single max_tokens parameter was applied to
both the reference fan-out (_run_references_parallel) and the
aggregator's own synthesis call_llm. #53580 explicitly removed a
hardcoded cap from the aggregator call because it truncated long
aggregator syntheses; #56756 (reference_max_tokens, added to speed up
the advisor fan-out) reintroduced the same shared cap by passing it to
both calls, silently regressing #53580's fix.

Rename the parameter to reference_max_tokens (matching the caller's
own moa_config key) and stop forwarding it to the aggregator's
call_llm invocation, which now always runs uncapped as intended.
2026-07-23 16:17:27 -07:00
Prathamesh Chaudhari
4c9628eab5
fix(anthropic): coerce empty/whitespace-only text blocks on the request path (#69512) (#69517)
An assistant message with an empty or whitespace-only text content block —
produced by context compression or certain tool-call flows — is rejected by
the Anthropic Messages API with HTTP 400 "text content blocks must contain
non-whitespace text". Because the blank block is stored in session history and
replayed verbatim every turn, the session is permanently wedged behind the same
400.

The Bedrock adapter already guards this via _safe_text() (#9486); the native
Anthropic path never got the same treatment. _sanitize_replay_block() rebuilt
text blocks with the raw stored text, and the _convert_assistant_message()
guard only caught a fully empty block list, not a list still containing a
whitespace-only text block.

Add a _safe_text() helper mirroring the Bedrock one and apply it at both points:
the ordered-blocks replay path and a final in-place walk of the converted
content list. Both are self-healing — sessions that stored blank blocks recover
on the next API call. Only text blocks are coerced; thinking/tool_use/image
blocks are untouched.

Fixes #69512
2026-07-23 16:36:37 -04:00
Teknium
cd6fb2b167 fix(prompt): scope api_server MEDIA: hint to actual interception behavior
Correction to the previous commit (PR #68402): the claim that api_server
never intercepts MEDIA: tags is inaccurate on current main.
_resolve_media_to_data_urls() (gateway/platforms/api_server.py) DOES
inline image MEDIA: tags (<=5MB, image extensions only) as base64 data
URLs on the four main endpoints (_handle_session_chat,
_handle_session_chat_stream, _handle_chat_completions, _handle_responses).

The real gaps elphamale's PR points at are narrower:
- the /v1/runs output path (_handle_runs) never calls the resolver;
- non-image filetypes are never resolved anywhere (_MEDIA_IMG_EXT is
  image-only).

Reword the hint to teach both halves: images via MEDIA: work on the
chat/completions/responses endpoints; non-image files and anything on
the runs endpoint must fall back to plain file paths in the response
text. Update the test to pin the scoped guidance instead of a blanket
prohibition.
2026-07-23 11:55:01 -07:00
elphamale
08abc5eba8 fix(prompt): forbid MEDIA: tags in the api_server platform hint
Every PLATFORM_HINTS entry for a messaging platform (Telegram, WhatsApp,
Discord, Slack, Signal, WebUI, desktop) teaches the model the MEDIA:/path
convention because an interception mechanism actually resolves it there
(native attachment delivery, or a validated/inlined data URL). The cli
entry, which has no such mechanism, explicitly tells the model NOT to use
it and to state the path in plain text instead.

The api_server entry had neither instruction. Its /v1/runs handler never
routes the final response through any MEDIA: resolver (confirmed against
source: none of the four call sites of the api_server module's media-tag
resolver are inside its runs-endpoint handler), so a MEDIA:/path tag there
renders as inert literal text in the API response — exposing a raw host
filesystem path to the caller with no delivery ever taking place. Nothing
platform-specific told the model not to use a convention it's correctly
taught for several sibling platforms in this same dict, so the general
cross-platform habit could surface here too, unlike cli where an explicit
prohibition already closes the gap.

Mirrors cli's prohibition, adapted for api_server's actual constraint: no
"state the path in plain text" fallback, since a typical API caller has no
filesystem access to the host at all. Points at "a registered file-delivery
tool" generically rather than naming any specific tool, since api_server
toolsets are deployment-defined.
2026-07-23 11:55:01 -07:00
joaomarcos
4dccfcd9b7 feat(bedrock): add Converse API prompt caching (cachePoint)
Claude-on-Bedrock already gets prompt caching via the AnthropicBedrock
SDK path. This adds it to the raw Converse API path used for non-Claude
models (Amazon Nova, and Claude when bearer-token auth forces Converse
routing, #28156) — a conservative model allowlist inserts cachePoint
blocks after tools, system, and the message before the newest turn, and
extracts cacheReadInputTokens/cacheWriteInputTokens into usage so cost
accounting picks them up through the existing Anthropic-style fallback.

Ref: relatorio-cache-performance-provedores-ia.md, P0 item 1.
2026-07-23 11:45:07 -07:00
wjq990112
78312c192d fix(moa): preserve custom provider context metadata
Preserve compatible custom provider metadata through MoA aggregator context resolution and cover the resolver and compressor paths.
2026-07-23 11:21:04 -07:00
Teknium
4ab3bf66f1 test(moa): cover the one-shot /moa aggregator path for slot extra_body
Follow-up to #60168's salvage: aggregate_moa_context() is the third
independent MoA call path; assert its aggregator call receives the
custom-provider request_overrides.extra_body via **agg_runtime.
2026-07-23 11:20:54 -07:00
panding
1d603fe822 fix(moa): pass custom extra_body to slots 2026-07-23 11:20:54 -07:00
srojk34
2962ba2b7b fix(auxiliary): treat explicit model:auto sentinel, not just cfg_model
'auto' is a sentinel meaning "inherit from main runtime / auto-detect",
not a literal model id -- already handled for cfg_model (config-derived)
in _resolve_task_provider_model, but not for the explicit `model` kwarg.

MoA reference/aggregator slots (agent/moa_loop.py's _slot_runtime) forward
a preset's `model:` field as this explicit argument rather than through
auxiliary.<task> config, so a MoA preset configured with `model: auto`
(a natural thing to try given the existing auxiliary.*.model: auto
convention) reached this function as the explicit `model` arg and took
the `model or cfg_model` branch, bypassing the cfg_model-only sentinel
check entirely -- sending the literal string "auto" to the wire as a
model id.

Normalize both the explicit `model` and `cfg_model` the same way, fixing
this at the single chokepoint every caller (MoA included) already goes
through, rather than patching moa_loop.py separately.
2026-07-23 11:20:43 -07:00
Teknium
d9165d7a67 fix: resolve current entry unlocked in try_refresh_matching no-hint branch
Follow-up to the #62614 salvage: try_refresh_matching (added by the
#69843 salvage after this PR's base) calls self.current() while already
holding the now-locking non-reentrant pool lock — a guaranteed deadlock
that git merges silently (no textual conflict). Use _current_unlocked()
and cover the method in the no-deadlock test.
2026-07-23 09:31:58 -07:00
solyanviktor-star
769381fb3e fix(credential_pool): complete the locking boundary across the public pool surface
Follow-up to review feedback:

- Acquire self._lock in the remaining public pool-state methods:
  has_credentials, reset_statuses, remove_index, resolve_target, and
  add_entry. All of them read or rebind self._entries (and the mutating
  ones persist auth.json), so they now hold the same lock as select()
  and the query methods. None are called from within the lock, so no
  unlocked helpers are needed.
- Make the blocking test deterministic: an instrumented lock records the
  acquire attempt, and the test first waits for the worker to actually
  reach self._lock before asserting it blocks. Previously an unlocked
  method could pass if the worker thread was scheduled late.
- Extend the lock test matrix to all nine public methods; the five newly
  locked ones fail the test without this fix.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-23 09:31:58 -07:00
solyanviktor-star
5b794c984e fix(credential_pool): acquire the pool lock in has_available/peek/current/entries
`has_available()`, `peek()`, `current()` and `entries()` read (and, via
`_available_entries()`, mutate and persist) `self._entries` without holding
`self._lock`, while every other entry point — `select()`,
`mark_exhausted_and_rotate()`, `acquire_lease()`, `try_refresh_current()` —
guards the exact same access with the lock.

`_available_entries()` is not read-only: it prunes aged-out DEAD manual
entries (rebinding `self._entries` at the prune step) and calls `_persist()`
(writes auth.json). The gateway runs platform adapters in threads and cron
runs jobs in a ThreadPoolExecutor, so a status probe via `has_available()`
or `peek()` can race a concurrent `select()`/rotation: torn iteration of
`self._entries`, interleaved auth.json writes, or a lost token rotation.

Fix: take `self._lock` in all four query methods. Because the lock is
non-reentrant and `peek()` composes `current()` + `_available_entries()`,
add a lock-free `_current_unlocked()` helper and route the already-locked
internal callers (`_select_unlocked`, `mark_exhausted_and_rotate`,
`_try_refresh_current_unlocked`) through it to avoid self-deadlock.

Added regression tests: a no-deadlock check (peek re-entrancy) and a
lock-held-blocks-the-call check for each of the four methods.
2026-07-23 09:31:58 -07:00
Teknium
547bf1ee9e test: isolate unmatched-hint regression from live ~/.claude credentials
Follow-up to the #65844 salvage: the new anthropic pool test must stub
read_claude_code_credentials like the sibling tests, otherwise a dev
machine's live claude_code singleton seeds a third entry and the
no-benching assertion fails outside CI.
2026-07-23 09:22:02 -07:00
Blade
3d67f00fe1 fix(credential-pool): stop lost-update cooldown erasure and wrong-key quarantine
Two related races in credential-pool cooldown state:

1. Lost update across processes: write_credential_pool merged only
   entries missing from the caller's snapshot; for entries present on
   both sides the caller's in-memory copy won wholesale. A process
   holding a snapshot taken before another process marked a key
   exhausted would, on its next persist (e.g. a round-robin rotation),
   write the key back as healthy — erasing the cooldown so every
   process resumes hammering a rate-limited key. Merge status fields by
   last_status_at recency: adopt the on-disk status only when it is
   strictly newer AND still binding (DEAD, or EXHAUSTED with an
   unexpired cooldown), and never onto re-authed (token-changed)
   entries, so legitimate expiry-clears and fresh logins are preserved.

2. Wrong-key quarantine: when mark_exhausted_and_rotate received an
   api_key_hint that matched no entry, it fell through to
   current()/_select_unlocked() — on a freshly loaded pool that selects
   the NEXT healthy key and benches it for the full cooldown TTL,
   punishing an innocent credential. When a hint is provided but
   unmatched, rotate without marking anything instead of guessing.

Includes regression tests.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-23 09:22:02 -07:00
李航
0e15805e25 fix(credential-pool): exhaust all entries sharing a failed API key on 402
A 402/429/401 is an API-key–level failure (account out of balance,
rate-limited, or key rejected), but the same key can back more than one
pool entry — e.g. an explicit pool entry plus a `model_config` entry
auto-seeded from `model.api_key`, both carrying the identical
`runtime_api_key`.

`mark_exhausted_and_rotate(api_key_hint=...)` only marked the *first*
matching entry, leaving the sibling OK. `_select_unlocked()` then kept
handing back the same depleted key, so the billing-recovery `continue`
loop in the conversation retry path never converged: the request hung
until the client disconnected (~2.5min observed against DeepSeek),
emitting only `response.created` with no 402 ever surfaced to the user.

Mark every entry sharing the failed key so the pool can reach the
"no available entries" state and let the error propagate immediately.

Adds a regression test covering two entries backed by the same key.
2026-07-23 09:08:28 -07:00
Teknium
1d1b670cb5 fix(compression): reset blocked-overflow dedup on every compression path + noise-filter survival pins
Follow-up fixes for the #62625 salvage:

- Dedup-reset gap (sweeper review): when the block clears while the
  context is STILL over threshold, execution enters the compression
  branch — the PR's 'else' reset never ran, so the warning stayed
  suppressed forever after the first block. _clear_context_overflow_warn()
  now fires on every automatic compression path: turn-context preflight,
  conversation_loop pre-API gate, and the post-tool loop-compaction gate.
- should_compress_info on current main: main refactored should_compress
  into _automatic_compression_blocked()/_locally(); the tuple variant now
  derives its reason from the same in-memory state via
  _compression_block_reason(), keeping cooldown:<s>/ineffective shapes.
- ContextEngine.should_compress_info ABC default now actually returns
  (should_compress(tokens), None) — the PR's default had a docstring but
  no return (returned None, would crash tuple-unpacking call sites).
- Below-threshold guard: the turn-context persisted-cooldown branch and
  the conversation_loop pre-API cooldown branch no longer warn when the
  estimate is under threshold (should_compress_info returns a None
  reason; the preflight pre-check is not a threshold guarantee). The
  pre-API guard also honors compression.max_attempts instead of a
  hardcoded 3, and no longer fabricates a cooldown reason.
- Noise-filter survival (#69550 composition): warning text is now a
  template constant (CONTEXT_OVERFLOW_BLOCKED_WARNING_TEMPLATE) marked
  FAILURE-CLASS, pinned un-swallowed in VISIBLE_COMPRESSION_MESSAGES and
  in new tests that execute the real _TELEGRAM_NOISY_STATUS_RE +
  _prepare_gateway_status_message.
- Contributor mapping for stanislav@local -> sl4m3.
2026-07-23 08:43:21 -07:00
Stanislav
5c8d098eb3 Address sweeper review: safe should_compress_info + cover all guards
- ContextEngine.should_compress_info() default impl so plugin engines
  (e.g. _StubEngine) don't raise AttributeError at the call site.
- Centralise warning/reset in AIAgent._warn_context_overflow_blocked /
  _clear_context_overflow_warn so turn-context and conversation-loop guards
  share identical dedup logic and reset on the real compression boundary.
- Cover conversation_loop.py pre-API (~L1007) and loop-compaction (~L4774)
  guards, not just the turn-context preflight.
- _FakeAgent mirrors the two helpers; test suite green (219 passed).

Fixes #62708
2026-07-23 08:43:21 -07:00
Stanislav
b0a88899bf Surface warning when context exceeds compression threshold but compression is blocked
Previously, when a session crossed the compression threshold but compression
was skipped (summary-LLM cooldown, #11529, or anti-thrashing, #40803), the
model kept accumulating context until it hit the hard provider token limit and
silently stopped answering — with no signal to the user about why.

Changes:
- context_compressor.should_compress_info() returns a (should_compress, reason)
  tuple. reason is 'cooldown:<seconds>' or 'ineffective' when compression is
  needed but blocked. should_compress() keeps its bool contract so existing
  callers (conversation_loop.py) and regression #29335 are unaffected.
- turn_context.build_turn_context() emits a deduped _emit_warning when the
  context is over threshold but compression is blocked, advising /new or
  /compress. Dedup keys on the block *kind* (cooldown/ineffective), not the
  ticking countdown, so a cooldown doesn't re-fire the warning every turn.
- Adds tests/agent/test_turn_context_overflow_warning.py covering the tuple
  shape, both block kinds, dedup, and re-fire-after-clear.
2026-07-23 08:43:21 -07:00
happy5318
6bd02ae1a6 feat(image_routing): accept vision alias for custom provider models
Extend the existing candidate-name resolver in _supports_vision_override
to accept 'vision' as an alias for 'supports_vision' on per-model config,
for both the providers.<name>.models dict and the legacy list-style
custom_providers form.

Per review feedback on #31912: this extends the current resolver rather
than replacing its candidate-name logic. Named custom providers resolve
to the runtime value provider='custom' while the config keeps the
user-declared name under model.provider; that lookup path is preserved.

Adds regression tests covering model.provider=my-vllm with runtime
provider='custom' for both config shapes.
2026-07-23 08:32:09 -07:00
Teknium
eb7be2edde fix(compress): classify unconfirmed lock-acquire failures and cover all manual-compress surfaces
Follow-up to the salvaged #57634 commits:

- agent/manual_compression_feedback.py: new describe_compression_lock_skip()
  — single source of truth for lock-skip wording. A descriptive holder
  string means another compressor CONFIRMED holds the lock ('already in
  progress (holder: ...)'); True/None means acquisition failed without a
  confirmed holder (hermes_state.try_acquire_compression_lock catches
  sqlite3.Error internally and returns False), so the message says
  'could not acquire ... the lock check failed' instead of falsely
  claiming a concurrent compression is running.
- cli.py, gateway/slash_commands.py, tui_gateway/server.py (all three
  in-process consumers: session.compress RPC, command.dispatch compress
  branch, slash.exec mirror) now route through the shared helper.
- tui_gateway/server.py command.dispatch compress branch: catch
  CompressionLockHeld explicitly — it previously fell into the generic
  'compress failed' error handler.
- Deferred-notify contract (#69324): lock-skip discards the pending
  context-engine notification (committed=False) in _compress_session_history
  and the CLI path before returning.
- tests: lock-skip wording pins per surface, VISIBLE_COMPRESSION_MESSAGES
  noise-filter carve-outs for both wordings, MagicMock signal opt-outs for
  sibling tests added on main after the original PR.
2026-07-23 08:19:14 -07:00