Commit Graph

227 Commits

Author SHA1 Message Date
kami 5eda64949f feat(config): ProjectProfile — per-repo standing context at .correx/project.toml 2026-06-10 21:45:46 +04:00
kami 0de02bb3a7 feat(server,kernel): post-plan approval gate — operator reviews plan before lock
After a freestyle plan compiles successfully, requestPlanApproval is invoked
before ExecutionPlanLockedEvent is emitted. Rejection emits
ExecutionPlanRejectedEvent(source="operator") with no lock and no phase-2 run.
Adds public SessionOrchestrator.requestPlanApproval seam delegating to
requestStageApproval, wired in Main.kt. Two new tests cover the reject and
approve paths; existing tests stay green via the default passthrough param.
2026-06-10 21:36:17 +04:00
kami 0553b1b6ee feat(events,server): ExecutionPlanRejectedEvent — freestyle compile failure visible in log
Both silent-failure branches in FreestyleDriver.lockAndRun now emit
ExecutionPlanRejectedEvent (source=compile or missing_content) before
returning, satisfying invariant #1. Event registered in eventModule for
correct polymorphic serialization.
2026-06-10 21:26:18 +04:00
kami fba2bbb17e fix(kernel): llm-emitted artifacts require stored content — close phantom path
emitLlmArtifacts previously emitted ArtifactCreated/Validating/Validated for every
llm-emitted slot unconditionally, fabricating "validated" artifacts when the model
produced no content. Gate now mirrors the F-015 file_written check: slots with null
or blank cached content are skipped with a warn log. Regression test added in
NeedsArtifactInjectionTest verifies no artifact events appear for a blank-response stage.
2026-06-10 21:20:28 +04:00
kami 883e23dec7 feat(router,inference,config): pin narration to a configured model_id
[router.narration] model_id selects which provider handles narration turns
instead of generic capability routing — lets a small/fast model own narration
while the main model keeps CHAT/STEERING.

- NarrationSettings.modelId parsed from TOML, threaded via RouterConfig
  .narrationModelId into DefaultRouterFacade.narrate (3-arg route)
- DefaultInferenceRouter: exact-id match against healthy providers, with a
  post-select health check; any miss logs WARN and falls back to capability
  routing (never fails the narration turn)
- onUserInput unchanged — only narrate uses the pinned model (tested)
2026-06-10 20:53:28 +04:00
kami cc6b402a23 fix(server,kernel,events): harden artifact read + restore workspace on reopen + cleanups
Follow-ups spotted while fixing the artifact-content bug:

- #1 robustness: listArtifacts resolves content via runCatching, degrading to null
  instead of failing the whole listing on one bad CAS read (resolveContent helper)
- #2 eviction visibility: WARN when a referenced artifact hash resolves to null
  (most likely evicted/compacted while still referenced by the event log)
- #3 ordering trap: document on ArtifactCreated/ArtifactContentStored that 'Created'
  fires at validation, AFTER ContentStored at inference — the latent fold hazard
- #4 reopen gap: SessionSnapshot now carries workspaceRoot (derived from
  SessionWorkspaceBound), so a reopened session restores its workspace label
- #5 orchestrator headroom: isBackEdge externalised to a top-level function so
  DefaultSessionOrchestrator drops below the TooManyFunctions threshold (was at it)

#6 (orphaned empty F-010-era artifacts) needs no code change — empty content is
already normalised to null ('(no content stored)'); emission is prevented going
forward by the shipped F-010/F-018/F-020 fixes.
2026-06-10 12:58:28 +04:00
kami bb70c94a99 feat(kernel,events): freestyle graph re-routing — deterministic override core
Implements the replay-safe half of preemptive redirect (graph re-routing). An
operator-confirmed PreemptRedirectEvent overrides the resolver's edge at the next
transition boundary; the pure resolver stays untouched.

- PreemptRedirectEvent / PreemptRedirectBlockedEvent (+ serialization registration)
- TransitionExecutedEvent + TransitionDecision.Move gain optional redirectId — the
  durable 'consumed once' marker
- PreemptRedirect.decide: pure decision over the event log (override / block / none),
  so replay reaches the identical outcome without re-classifying (invariant #8)
- override wired in DefaultSessionOrchestrator.step above resolveTransition; back-edge
  jumps count against the existing maxRetries cap via executeMove
- blocks jumps to unknown stages or targets with unsatisfied needs
- DomainEventMapper: redirect events mapped to null (operator surface ships with the
  LLM-proposal + approval-confirm front-half)
- tests: override+consume-once, block-on-needs, block-on-unknown, ignore-consumed

Front-half (LLM proposal -> approval-gate confirm -> emit PreemptRedirectEvent) is
deferred; needs live LLM verification. Until it ships no redirect event is emitted in
production, so the override is inert. Spec: docs/plans/2026-06-10-freestyle-graph-rerouting.md
2026-06-10 11:51:47 +04:00
kami ee24b7786a fix(kernel,server,tui,inference): generic resource gauge + F-002/F-003/F-004
- generic SystemResourceProbe: owner-agnostic /proc/meminfo system RAM
  overlaid on the vendor GPU probe, wired on both managed and static paths
  so the VRAM/GPU/RAM gauge renders with an external llama-server (was dormant)
- F-002: classify provider 4xx (e.g. llama.cpp 400) as terminal, not retryable
  (except 408/429); stops retrying deterministic request failures to exhaustion
- F-003: FileSystemPromptLoader expands leading ~ / ~/ to user home
- F-004: map InferenceFailedEvent + RetryAttemptedEvent to new
  ServerMessage.InferenceFailed / RetryAttempted, decoded+rendered in tui-go;
  ArtifactContentStoredEvent explicitly mapped to null (internal, no warn)
- tests: tilde expansion, SystemResourceProbe (static/managed/fail-soft)
2026-06-10 11:07:08 +04:00
kami a92b5a3531 feat(tui,server,config): live config editor + artifact viewer
Two operator features over the existing WebSocket protocol, plus a tui-go nav fix.

Config editor (g / palette "config"):
- core:config gains a thin registry stack: OrchestrationKnobs ([orchestration]
  block), CorrexConfigWriter (round-trip TOML serializer; parseToml(write(c))==c),
  ConfigHolder (AtomicReference live config), and EditableConfig (allowlist of
  editable fields + patch applier; security fields are absent so they can never
  be patched).
- ConfigService validates -> persists (atomic temp+move) -> swaps the holder ->
  rebuilds config-derived services. Live-apply is scoped to safe seams: stage
  timeout, compaction threshold (now a supplier), router knobs (routerFacade
  rebuild), and personalization/project toggles all take effect on the next
  session/turn; in-flight sessions keep the config they started with.
  server.host/port are persisted + badged "restart required", not hot-swapped.
- Protocol: GetConfig / UpdateConfig / ConfigSnapshot; TUI overlay with
  type-aware editing (bool toggle, enum cycle, inline int/string edit) and save.

Artifact viewer (v / palette "artifacts"):
- Server assembles a session's artifacts from the event log and resolves bytes
  from the CAS store (StreamQueries.listArtifacts) — a replay-neutral snapshot
  read. TUI overlay lists artifacts and shows scrollable content.

tui-go fix: workflow failure no longer clears selectedID (which yanked the user
to the list); listNav lands on the first session when nothing is selected
instead of wrapping to a random one.

Config is not event-sourced (it lives in TOML); editing stays outside the log.
2026-06-09 10:18:35 +04:00
kami 89487db72a fix(kernel,router): rehydrate by CAS content hash (F-021) + narration budget
rehydrate() now scans ArtifactContentStoredEvent (the durable slot->CAS-hash
bridge) and fetches stored bytes by content hash, keying the cache by the
logical slot name. The slot name is never passed to the hash-keyed CAS, so the
odd-length-hex crash is gone and artifact content is restored on cold-start
resume. RehydrateTest reworked to use a content-addressed fake store (slot name
!= content hash) so it actually exercises the bug. Replay (#8) is unaffected —
rehydrate is live-resume-only.

Also bump router narration maxTokens 1024 -> 4096: reasoning models were
spending the whole budget thinking and emitting empty content (finishReason=
length), so narrations never reached the TUI.

Removes the stale TUI-refactor progress doc.
2026-06-09 10:14:04 +04:00
kami b407b47503 fix(kernel,tools,validation): unblock role_pipeline end-to-end + QA audit
Live QA audit of role_pipeline against a sample repo surfaced and fixed a
chain of defects that prevented any tool+artifact workflow from running
end-to-end. The pipeline now completes cleanly with a real, validated,
reviewed file change.

- F-008 workflow: propagate stage token_budget -> generationConfig.maxTokens
  (TomlWorkflowLoader) so large stages stop truncating at the 2048 default.
- F-009 tools/kernel: file_read missing-file is recoverable; recoverable tool
  errors feed back into the loop instead of aborting the stage.
- F-010/F-018 kernel: reject premature stage_complete and nudge the model to
  emit the owed artifact / invoke a write tool (bounded by MAX_TOOL_ROUNDS).
- F-011 schemas: list-typed artifact fields string -> array (analysis/design/
  impl_plan) to match model output.
- F-012 kernel: strip an outer markdown code fence from LLM artifacts.
- F-013 validation: payload-validation failures are retryable; structural
  failures stay terminal (wires the invariant-#7 reject+retry contract).
- F-014 tools: file_edit schema matches its real params; edits emit a diff.
- F-015 kernel: record tool-execution events + materialise a real file_written
  artifact from the on-disk write; gate validation so a no-write stage cannot
  be rubber-stamped (no more false-success runs).
- F-016 server: raise stageTimeoutMs 60s -> 180s for slow local models.
- F-019 artifacts/kernel: file_written artifact carries the unified diff so the
  reviewer can verify the change (shared DiffUtil; file_write emits a diff too).
- F-020 tools: model-correctable file_edit failures are recoverable + steer
  toward replace/file_write over the fragile patch op.

Full findings register (F-001..F-021, incl. open F-021 resume rehydrate bug)
in qa/audit-report-2026-06-08.md. All module tests green.
2026-06-08 21:51:21 +04:00
kami d518400b5f fix(validation): resolve F-007 artifact validator CAS-hash conflation
ArtifactPayloadValidator passed the logical slot name into the
content-hash-keyed CAS store, crashing every workflow with a typed
produces slot. Validator now reads payloads from a content map threaded
through ValidationContext (populated from the orchestrator's per-session
artifact cache across all stages) and no longer depends on ArtifactStore.

Also records the slot->CAS-hash mapping as a new ArtifactContentStoredEvent
(registered for serialization), emitted at both CAS write sites, so
artifact content is recoverable from CAS by hash after a cold start.
2026-06-08 17:26:34 +04:00
kami 0c7fa70f8d feat(personalization): OperatorProfileBoundEvent + bind-at-start + inject about context
Records operator profile as a snapshot event at session start (invariants #8/#9),
populates SessionState.boundProfile via reducer, and injects the about text as a
pinned L0 SYSTEM context entry in every stage. Gated by PersonalizationConfig.enabled.
2026-06-08 10:38:47 +04:00
kami 76b19e2f63 feat(config): OperatorProfile + ProfileLoader + PersonalizationConfig 2026-06-08 10:34:41 +04:00
kami 7af5d602bc fix(kernel,server): remove stub compaction + log missing summary artifact 2026-06-08 10:22:16 +04:00
kami 831ba003e0 feat(sessions): SessionSummary + SessionSummaryProjector 2026-06-08 10:15:56 +04:00
kami b830528d31 feat(kernel,server): rehydrate() + POST /sessions/{id}/resume 2026-06-08 10:13:33 +04:00
kami 5ad945ccb4 feat(kernel): JournalCompactionService + orchestrator compaction hook + CAS journal rendering 2026-06-08 10:07:03 +04:00
kami 084820a8a3 feat(kernel): add journalCompactionTokenThreshold to OrchestrationConfig 2026-06-08 10:03:36 +04:00
kami 4592d5ce18 feat(journal): compaction-aware DecisionJournalRenderer 2026-06-08 10:02:34 +04:00
kami c360862b85 feat(journal): extend DecisionJournalState + reducer arm for JournalCompactedEvent 2026-06-08 10:00:39 +04:00
kami 459c7cd9f5 feat(events): add JournalCompactedEvent + serialization registration 2026-06-08 09:57:54 +04:00
kami 357c171053 feat(journal): add Salience enum + DecisionKind.salience() 2026-06-08 09:56:31 +04:00
kami 4d1b4ffbb6 feat(freestyle): soft-lock steering preemption (Slice 5)
- DecisionKind gains PREEMPT; DecisionJournalState tracks planLocked.
- DefaultDecisionJournalReducer: ExecutionPlanLockedEvent flips planLocked
  (no record); post-lock steering notes recorded as PREEMPT with a
  'PRIORITY DIRECTIVE' summary, pre-lock stay STEERING.
- SessionOrchestrator.buildSteeringNoteEntries: post-lock notes surfaced as
  pinned L0/SYSTEM 'PRIORITY DIRECTIVE' entries ahead of the plan; pre-lock
  keep L2. Graph re-routing intentionally deferred (priority surfacing only).
- Tests: PreemptSteeringJournalTest, SteeringPreemptionTest.
2026-06-08 02:58:21 +04:00
kami 37ac767d1f feat(freestyle): two-phase planning->execution driver (Slice 4)
- freestyle_planning.toml: analyst -> (approval) -> architect, producing
  execution_plan; analyst_freestyle.md surfaces open questions.
- TomlWorkflowLoader: requires_approval stage flag -> metadata.
- SessionOrchestrator: inline-prompt branch (metadata[promptInline]) +
  requestStageApproval helper reusing the existing pause/approve path.
- DefaultSessionOrchestrator: enterStage gates on requiresApproval
  (idempotent via resolved-approval lookup), preview derived from the
  gated stage's needs artifact; validatedArtifactContent accessor.
- FreestyleDriver: compiles validated plan, emits ExecutionPlanLockedEvent,
  runs phase 2 in-session via a runPhase2 seam; wired through ServerModule
  + Main (execution_plan kind registered).
2026-06-08 02:50:36 +04:00
kami 6c8c5e2ad9 feat(workflow): ExecutionPlanCompiler + ExecutionPlanLockedEvent (Slice 3)
- ExecutionPlanLockedEvent: registered, replay-deterministic record of the
  locked plan (CAS ref + compiled stage/start ids).
- ExecutionPlanCompiler: validated execution_plan JSON -> WorkflowGraph,
  reusing ConditionSpec.toCondition(); inline prompts via metadata[promptInline];
  malformed plans throw WorkflowValidationException.
- Replay test: locked event + plan JSON recompiles to the identical graph,
  no architect re-run, no FS reads.
2026-06-08 02:33:57 +04:00
kami be78eaa80f feat(workflow): execution_plan artifact kind + schema + architect prompt
Add docs/schemas/execution_plan.json (goal/stages/edges), the
architect_freestyle prompt that instructs emitting the execution pipeline as
JSON, and register the execution_plan llm-emitted kind in both
artifacts.config.toml and sample-config.toml. Validated via
ExecutionPlanSchemaValidationTest (minimal plan passes; missing stages rejected).
2026-06-08 02:20:45 +04:00
kami 1b9896d2fa feat(kernel): SubagentRunner seam for stage dispatch
Extract a SubagentRunner fun-interface (SubagentRunRequest/SubagentRunResult)
and an InSessionSubagentRunner default that delegates to the existing
executeStage path, with per-run effectives captured in the lambda closure so
the seam stays free of the internal RunEffectives type.

DefaultSessionOrchestrator.enterStage now dispatches through subagentRunner.run
instead of calling executeStage inline; effectives threading is dropped from
run/step/executeMove/enterStage/resume. ReplayOrchestrator supplies its own
runner. Behaviour is identical — RefinementLoopTest and full check stay green.
2026-06-08 02:18:23 +04:00
kami 63e5bcea93 feat(kernel): inject needs-artifact content into stage context
Stages declaring needs=[...] now receive each needed artifact's validated
JSON (from artifactContentCache) as an L1/USER neededArtifact context entry,
so a one-shot subagent sees its inputs.

Also emit llm-emitted artifact lifecycle events (Created/Validating/Validated)
on successful validation via emitLlmArtifacts, closing a latent gap where
verifyProduces would fail for stages producing only an llm-emitted artifact.
Events are emitted only after validation passes, preserving invariant #7.
2026-06-08 01:12:38 +04:00
kami fe561ada09 feat(server): intent input channel — StartSession.input seeds decision journal 2026-06-04 02:16:23 +04:00
kami 8b6eedcf87 feat(server,kernel): repo-map indexer + droppable L3 context injection 2026-06-04 01:48:05 +04:00
kami d552148048 feat(journal): ProjectMemoryDistiller — pure repo-scoped decision distillation 2026-06-04 01:00:49 +04:00
kami 440c96659d feat(events): RepoMapComputedEvent as recorded environment observation 2026-06-04 00:59:27 +04:00
kami a77d9a1288 feat(config): [project] block for cross-session project memory 2026-06-04 00:58:22 +04:00
kami fac6a29178 feat(kernel): runtime refinement guard on back-edges with iteration cap 2026-06-04 00:54:37 +04:00
kami b3b5304673 feat(kernel): cache LLM-emitted artifact JSON for transition conditions 2026-06-04 00:52:20 +04:00
kami 9d1fe397f1 feat(events): RefinementIterationEvent + orchestration state counter 2026-06-04 00:50:16 +04:00
kami bcc20509e0 feat(kernel): inject decision journal into stage context + wire repository 2026-06-04 00:48:07 +04:00
kami bd4dd91bf1 feat(context): pin decisionJournal source type through compression 2026-06-04 00:36:12 +04:00
kami c21bbda85f feat(journal): core:journal module — decision journal projection 2026-06-04 00:35:11 +04:00
kami 371e0df340 feat(config): expose router generation + narration knobs in config file
The router/narration model behaviour was hardcoded (Main built RouterConfig()
with defaults). Surface it under the [router] section so it's tunable without a
rebuild:

  [router]            conversation_keep_last, retrieval_k, token_budget
  [router.generation] temperature, top_p, max_tokens          (chat/steering)
  [router.narration]  temperature, top_p, max_tokens, max_per_run

ConfigLoader parses the new sections (adds asDouble); Main maps the config-layer
RouterConfig onto the domain RouterConfig and threads narration.max_per_run into
ServerModule. All values default to the previous constants, so behaviour is
unchanged when the sections are absent. Documents the block in sample-config.toml
and adds parser tests for present/absent cases.
2026-06-03 23:09:48 +04:00
kami e95d2633f8 feat(narration): ground pause narration in the pending approval + roomier budget
Live QA showed two problems with paused-approval narration:

- The narrator was told to "name the stage, outcome, and reason" but the pause
  trigger only carried "APPROVAL_PENDING" with no detail — on a first-stage pause
  there's no L2 history either, so it had nothing to ground on. NarrationSubscriber
  now captures the latest ApprovalRequestedEvent per session (tool name, tier,
  preview) and folds it into the pause instruction (preview truncated to 800
  chars).
- Narration reused the 512-token chat generation config; a reasoning model spent
  the whole budget "thinking" and returned empty content (finishReason=length).
  Add a separate narrationGenerationConfig (maxTokens=1024) so thinking can
  complete and still leave room for the one or two sentences.

Adds a subscriber test asserting the pause narration names the tool and includes
the preview.
2026-06-03 22:55:13 +04:00
kami e6084dcbda feat(router): proper grounded system prompts for chat and narration
Replace the placeholder "You are a routing assistant" one-liner with two
purpose-written prompts: a conversational prompt that frames the router as
correx's operator-facing interface to the event-sourced engine (grounded in
workflow state, no fabrication, concise, steering-aware), and a dedicated
narrator prompt for buildNarrationContext that asks for one or two present-tense
sentences naming the stage and outcome.

The longer protected frame shifted token budgets, so the two L2 eviction tests
now size their budget from the measured protected-frame + per-entry cost instead
of hard-coded magic numbers, making them robust to prompt length.
2026-06-03 22:44:32 +04:00
kami ad3ec1965d fix(router,kernel): narration user turn + stage transition ordering
Two issues surfaced during live QA once workflows began progressing past the
first stage:

1. Narration prompts went out with no user message, so the chat template
   rejected them ("No user query found in messages"). buildNarrationContext
   filed the trigger instruction (a user turn) under ContextLayer.L0, and
   PromptRenderer folds every L0 entry into the system message regardless of
   role. Move the trigger to L1 so it renders as the user turn.

2. TransitionExecutedEvent was emitted after the next stage had already run:
   executeMove called enterStage (which executes the stage) before advanceStage
   (which emits the transition), so the event log showed a stage running before
   the event marking entry into it. Emit the transition before entering.

Adds a regression test asserting a rendered narration prompt carries a user
message.
2026-06-03 22:38:12 +04:00
kami 8fe3a504bb fix(context): preserve chronological turn order through pack assembly
Tool-calling loops were rendered as all-assistant-calls-then-all-tool-results
with the original task last, causing the model to re-issue the same tool call
indefinitely. Two stacked reorderings caused it:

- DefaultContextPackBuilder grouped entries by sourceType for per-type
  compression, discarding a,t,a,t interleaving.
- PromptRenderer forced L1 (the live user turn) to render last, pushing the
  task after the entire transcript.
- SessionOrchestrator's tool loop re-fed currentContext.layers.values.flatten()
  (grouped by layer) each round, compounding the scramble.

Add a chronological `ordinal` to ContextEntry, stamped by the builder from
input order and restored after grouping/compression (the compressor preserves
entry identity, so ordinals survive). PromptRenderer now orders non-system
messages by ordinal, with the old L1-last layer priority kept only as a
tiebreak so router chat (ordinal 0) is unchanged. The orchestrator keeps a
running ordered accumulator instead of reading back the grouped pack.

Adds builder + renderer ordering regression tests.
2026-06-03 22:22:52 +04:00
kami 38b007a6cd feat(router): Task 3.2 — NarrationTrigger + buildNarrationContext + RouterFacade.narrate
- Add NarrationTrigger(kind, instruction) model to core:router
- Add RouterContextBuilder.buildNarrationContext: minimal ContextPack
  (system + workflow status + L2 + trigger instruction); excludes
  conversationHistory and L3 recalled memory
- Add RouterFacade.narrate: emits RouterNarrationEvent with content,
  latencyMs, tokensUsed; skips event on blank inference; never writes
  ChatTurnEvent or l3MemoryStore.store
- Add RouterNarrationTest covering all acceptance criteria
- Add narrate default to RouterContextBuilder interface so existing
  anonymous test stubs compile without a stub override
2026-06-03 15:52:08 +04:00
kami 432226c544 feat(events): add RouterNarrationEvent with polymorphic registration and round-trip test 2026-06-03 15:43:48 +04:00
kami 8d8b2914e0 feat(router): capture latency + tokens on ROUTER ChatTurnEvent
ChatTurnEvent gains nullable latencyMs and tokensUsed fields (defaults preserve
backward-compat; legacy JSON without them deserializes cleanly). emitChatTurn
accepts optional metrics; the ROUTER emit site passes inferenceResponse values
through; the USER emit site leaves both null.
2026-06-03 15:11:37 +04:00
kami 622b331de3 feat(workspace): Axis 2 Phase B — client→server workspace handshake
Wires the workspace handshake end to end so a session's workspace is bound
from the client's cwd at connect time and is event-sourced for replay.

- Go TUI sends Hello{workingDir=os.Getwd()} as the first WS frame on connect
  (protocol.go encoder + client.go connect path; golden test pins the wire
  format against the Kotlin discriminator).
- Server adds ClientMessage.Hello, stashes the per-connection workingDir, and
  on session start resolves it through WorkspaceResolver's trust pipeline,
  emits SessionWorkspaceBoundEvent (invariant #9), and threads the resolved
  workspace into OrchestrationConfig for the live run. A Hello after the first
  StartSession is ignored (warn); a rejected path binds the resolver fallback.
- Replay derives the workspace from the recorded event: SessionState gains
  boundWorkspace, DefaultSessionReducer fills it from SessionWorkspaceBoundEvent,
  and ReplayOrchestrator uses it (Path.of only, no filesystem re-query —
  invariant #8) with graceful fallback to config for pre-Phase-B logs.

Absent Hello / null resolver degrades to the prior config-workspace behavior.
2026-06-03 13:18:17 +04:00
kami 57cf6f09f4 feat(kernel): enforce stage allowedTools at tool-call dispatch
A stage's allowedTools only shaped which tool definitions were offered to
the model; the dispatch path resolved returned tool calls straight from the
full registry and executed them without checking stage membership. A
hallucinated, jailbroken, or edited-transcript tool call for any registered
tool would run unchecked (violating invariant #5 / policy-is-absolute).

dispatchToolCalls now rejects any tool call whose name is not in the stage's
allowedTools (STAGE_COMPLETE_TOOL exempt), emitting ToolExecutionRejectedEvent
and feeding an error ContextEntry back to the model instead of executing.
Empty allowedTools means deny-all domain tools, consistent with offering
only STAGE_COMPLETE_TOOL at inference time.
2026-06-03 13:16:47 +04:00