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feat(trios): Queen supervisor - delegation, observability, skills, replay - #5

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feat(trios): Queen supervisor - delegation, observability, skills, replay#5
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The Queen delegates to worker chats instead of coding. This is everything needed
to supervise that: the runner that actually starts a bee, the surfaces that show
what it is doing, and the harness that proves both without a provider.

Delegation

  • QueenWorkerRunner streams a worker turn on its own transport, so navigating
    between chats cannot cancel a bee mid-flight
  • QueenBranchCommitter attributes edits through a throwaway index and
    commit-tree; HEAD, the real index and the working tree are never touched.
    git checkout -b previously dragged the whole shared checkout onto one bee's
    branch - the exact conflict the branch exists to prevent
  • Workers get workingDirectory: ProjectPaths.root. The default is the user's
    home, and one bee "successfully" created its file in an unrelated checkout
    under ~/gitbutler
  • Worker transports get a 3600s resource cap. The 600s chat default is a
    whole-stream ceiling and killed a worker after seventeen successful tool calls

Supervision

  • QueenDashboardView above 760pt, QueenCompactSupervisorBar in the 400pt
    panel the user actually keeps open, QueenTaskBanner in each worker chat
  • SystemNotice severity. Every system message rendered as a red error badge,
    so delegation success and provider failure looked identical
  • QueenObserver reads the live transcript for looping, spinning,
    out-of-bounds writes and overspending. A pure function over the transcript,
    not a second agent: these patterns are mechanical, and a mechanical check
    cannot hallucinate the way the thing it watches can
  • QueenSalience + SalienceLearner rank the review queue by learned
    intervention rate rather than age alone

Capabilities

  • SkillCatalog / SkillStore / SkillsTabView make .claude/skills the
    source of truth. The Queen could previously reach 4 of 26 skills because the
    list was a Swift literal
  • QueenSystemPrompt puts her role, commands and skill roster in her context.
    A capability the agent cannot see is a capability it does not have
  • QueenSelfAudit (/roadmap) greps type declarations against references and
    reports what nothing calls

Verification

  • ReplayTransport replays SSE cassettes through the real parser. A
    cassette of decoded events would replay around the parser, where several real
    defects have lived
  • make cassettes runs four in ~8s with no provider, and is part of make check
  • repairOrphanToolCalls synthesises a result for interrupted tool calls, which
    otherwise threw AI_MissingToolResultsError and poisoned a conversation for
    every later send. 8 bun tests

Testing

  • make - dev app builds
  • chat SSE e2e - 144 ok, 0 not ok
  • make cassettes - 4/4
  • bun test message-validation.test.ts - 8 pass
  • Delegation verified end to end against a live provider: worker ran, committed
    one file to its own branch, task moved to awaitingReview, HEAD stayed on
    dev

Known gaps

  • The XCTest suite under tests/TriOSKitTests/ remains broken (pre-existing,
    unrelated)
  • A cassette proves stream handling and, via #effect: lines, filesystem
    effects - but not provider behaviour
  • QueenObserver is proven by cassette, not yet by a live bee going wrong

🤖 Generated with Claude Code

Dmitrii Vasilev and others added 30 commits July 23, 2026 23:46
…cess sandboxing, mesh ports, Swift tests, archive dead BR-OUTPUT prototypes

Cycle 7 autonomous hardening for /trios:
- LLMClient.swift: remove env/API-key fallback, enforce Keychain-only supply.
- QueenStatusViewModel.swift: pid-based termination, command denylist, trusted-exec validation, safe env checks.
- clade-build: emit TRIOS_MESH_PORT and TRIOS_CANARY_MCP_PORT per variant into Info.plist.
- ChatViewModel.swift: deduplicate conversation-management API; add selectConversation helper.
- ChatSidebarView.swift: reconcile with canonical ChatConversation/ChatMessage types.
- ExtensionStoreAPI.swift: drop broken ExtensionManager/PluginAPI references.
- AnalyticsService.swift: explicit Decodable init for [String: Any] properties.
- Package.swift + SSEEventParserTests.swift: migrate Swift SSE tests into XCTest harness.
- README.md: refresh size/stats.
- Archive non-compiling BR-OUTPUT prototypes (PluginAPI.swift, ToolCallFix.swift) into .archive/.

Verification: build.sh OK, cargo test OK (270+), cargo clippy -D warnings OK.
…okens, HELLO auth, SafeFilePath, .aiignore

Cycle 8 autonomous hardening for /trios:
- KeychainSecrets.swift: generic macOS Keychain wrapper for small secrets.
- GitHubAPIClient.swift: remove GITHUB_TOKEN env fallback; read token from Keychain.
- MeshAuth.swift: remove TRIOS_MESH_API_TOKEN env fallback; read token from Keychain.
- trios-meshd (submodule): verify HELLO src, MAC, and freshness before accepting beacons.
- SafeFilePath.swift: default allowMissingBase to false.
- CladeGuard.swift: remove allowMissingBase: true from snapshot validation.
- .aiignore: exclude secrets, .trinity runtime state, build artifacts.
- Extend AGENT-V-WAIVER expiry from 2026-07-28 to 2026-12-31 across mesh BR-OUTPUT files.

Verification: cargo test (270+), cargo clippy -D warnings, build.sh OK.
- Add ./trios executable launcher: build, start backend, open app, health check
- Make ecosystem.config.js portable via TRIOS_ROOT / __dirname
- Update LAUNCH.md and QUICK_START.md with one-command usage

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
- Manifest integrity: SHA-256 + size per entry, verify on read
- Atomic import with rollback on partial failure
- Duplicate resolution: replace / merge / skip
- Large-file safety: 16 MiB cap for log/diagnostic files
- Progress overlay and cancellation hook
- Version compatibility: schemaVersion, minReaderVersion
- Expanded error taxonomy with LocalizedError descriptions
- ASCII-only sanitization across touched source files

Closes #T27-EPIC-001
…, A2A rings, and chat history

- Integrate SR-00/SR-01/SR-02 rings, BR-OUTPUT canon, and local-auth token-family store.
- Add BrowserOS server local-auth routes, chat-history service, task-queue, A2A registry, retry/CORS/request-auth hardening.
- Update build scripts, docs, and .gitignore; keep generated artifacts out of tracked tree.
- All server sources pass Biome lint/format gate.

Closes #TRIOS-PORTABLE-LAND-001
Mark task done in done.json and clear active.json.
Closes #TRIOS-PORTABLE-LAND-001

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Add TRIOS_RELEASE_MANIFEST.md and .claude/plans/trios-portable-land-001-report.md
with verification results, clean-machine blockers, and three land variants.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Add trios/docs/INSTALLATION_README.md with prerequisites, install steps,
permissions, troubleshooting, and migration warnings.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Update TRIOS_RELEASE_MANIFEST.md and landing report with the discovery that
origin/dev has diverged via the agent-core extraction and trios switchover.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
… /doctor --model

- Stop retrying fatal provider errors (402 balance, 401 auth, invalid model).
- Surface actionable chat error messages with fallback model hints.
- Add /doctor --model parsing and pass --model to the Claude CLI invocation.
- Pin doctor skill to claude-sonnet-4-6 to avoid stale claude-opus-4-6 access issues.
- Add ModelConfigurationStore fallback helpers and ChatFailureTests.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
- Add provider-aware fallback ordering with cheap floor model last.
- Send OpenRouter native  array for server-side failover.
- Refactor ChatViewModel.sendMessage to retry once on model-unavailable/invalid-model errors.
- Insert a user-visible banner when failover occurs; restore original model if retry fails.
- Clean up stale claude-opus-4-6 references in BrowserOS agent catalog and CLI provider.
- Add ChatViewModel failover tests and ChatRequestBuilder OpenRouter tests.

Closes TRIOS-AUTO-FAILOVER-011

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
- Add .logs Trios999Destination with petal 2 (Cmd+3) and world LOGS.
- Create BR-OUTPUT/LogsTabView.swift showing next-loop variants + unified log viewer.
- Wire LogsTabView into QueenTabView hosted routes and build.sh LEAN_BR_OUTPUT.
- Update trinity QueenUILib TriangleLogo.swift: EXPLAIN -> LOGS.
- Update trinity_999_tab_map_test for 7 routes and .logs shortcut 3.

Verification:
- bash trios/build.sh passes (114 Swift files, QueenUILib rebuild).
- cargo test --workspace passes.
- cargo clippy --workspace --all-targets --all-features -- -D warnings clean.
- Standalone trinity_999_tab_map_test passes.
- trios.app relaunched; menu-bar logo process alive.

Co-Authored-By: Claude Opus 4.8
- Add ModelHealthService actor with cached TTL probes:
  - Cloud providers: tiny max_tokens:1 ping via chat completion endpoint.
  - Ollama: free /api/tags existence check.
  - Two-failure threshold before marking unavailable.
- Extend ModelConfigurationStore with unhealthyModels, healthStatus,
  refreshHealth, selectFirstHealthyModel, and invalidation on provider/URL/key changes.
- Preflight check in ChatViewModel.sendMessage switches to first healthy fallback
  with a visible system banner before burning a real request.
- Mark failing model unhealthy after any transport error for next preflight.
- Models tab: Health button, unavailable badges, disabled unhealthy rows,
  badge on active model.

Verification:
- bash trios/build.sh passes (115 Swift files).
- cargo test --workspace passes.
- cargo clippy clean.
- trinity_999_tab_map_test passes.
- trios.app relaunched; health endpoint ok.

Next loop options: background poller, persistent reliability scoring,
provider-native status feeds.

Co-Authored-By: Claude Opus 4.8
Add ModelHealthServiceProtocol so tests can mock probe results.

Add ChatFailureTests for preflight switching, error marking, and no-switch healthy path.

XCTest unavailable in this toolchain; production build, cargo test, and clippy pass.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Add BackgroundHealthPoller actor that probes all available models every 60s.

Wire poller into ModelConfigurationStore lifecycle: start on init, restart after provider/URL/key changes.

Update ModelsTabView with Auto toggle and last-check timestamp.

Add XCTest coverage for poller, recovery detection, and start/stop toggle.

Clade audit + seal pass.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
…og pre-check, UI badges, tests

- Add ProviderStatusService actor with cached /models checks for OpenAI/Anthropic/OpenRouter and /api/tags for Ollama.
- Inject ProviderStatusService into ModelHealthService to skip paid probes for missing/disabled models.
- ModelConfigurationStore owns ProviderStatusService, exposes providerStatus(for:), invalidates on endpoint/key/provider changes.
- Add hasProviderCatalog to ModelProvider.
- ModelsTabView shows 'disabled' / 'not in catalog' badges after Health refresh; refreshes badges on catalog change.
- XCTests: missing/disabled status skips paid probe, OpenRouter catalog parsing, status invalidation.

Closes TRIOS-CHAT-PROVIDER-FAILURE-014
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
- ModelReliabilityService actor with EMA scoring and bounded outcome history
- MemoryStore v3 schema with encrypted model_outcomes table
- MemoryStoreReliabilityAdapter bridging outcomes into agent-memory.sqlite3
- Async, reliability-ranked fallbackModels/runtimeConfiguration in ModelConfigurationStore
- ChatViewModel records send/failover outcomes and awaits async runtime config
- XCTests for EMA, ranking, persistence, reset, and history limits
- Update E2E schema-version assertion and mock memory store stubs

Verification:
- ./build.sh passes (swift test skipped: no XCTest in CLI tools)
- cargo test --workspace passes
- cargo clippy --workspace clean
- clade-audit 0 findings
- clade-seal SEAL VALID
- trios.app relaunched and healthy

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
- Add ModelCostService with ModelCostTier (any/free/cheap/premium)
- Extend ModelReliabilityService.bestModel() with tier filtering
- Add isPredictiveSelectionEnabled + preferredCostTier to ModelConfigurationStore
- Add Smart model selection UI to ModelsTabView
- Add ModelCostServiceTests and bestModel coverage
- Stop e2e keychain password dialogs via TRIOS_E2E_DISABLE_KEYCHAIN=1
- Fix clade-build LEAN_BR_OUTPUT whitelist drift for LogsTabView.swift

Closes #T27-EPIC-001

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
- Add ModelContextService.largerOutputCandidates(...) for output-ceiling-first candidate search.
- Insert output-budget routing phase into resolveContextRoutingDecision before context-window routing.
- Surface routing cause via lastContextRoutingReason (output budget vs context window).
- Update ChatViewModel routing label to use the recorded reason.
- Add tests for effectiveOutputCeiling, isOutputBudgetSaturated, and output-budget routing.
- Run Trinity gates: build, mesh tests, clade-build, clade-audit (0 findings), clade-seal valid.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Closes gHashTag/trios#1086

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Limit build_*.log and chat_sse_e2e_build_*.log to 10 newest files in
.trinity/logs. Previously every build and chat-SSE e2e run created a
new log, flooding the LOGS tab with 120+ stale build artifacts.

Closes gHashTag/trios#1087

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
- Add LogSourceCategory (runtime/service/build/test/artifact) and classify sources
- Default LOGS tab hides build/test artifacts; add Show build/test logs toggle
- Cap artifact log families at 10 files in build.sh, run_queen_autonomous_test.sh, clade-build
- Add XCTest coverage for classification and filtering
- Cleanup legacy cycle logs and stale archive

Closes browseros-ai#2046

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
- Add scripts/cleanup_artifact_logs.sh dry-run-by-default cleaner
- Lower artifact cap from 10 to 5 files per family
- Add 7-day age eviction for artifact logs
- Scan .worktrees/*/trios/.trinity/logs for stale build logs
- Wire cleaner into build.sh, run_chat_sse_e2e.sh, run_queen_autonomous_test.sh
- Update clade-build binary to keep 5 logs and evict logs older than 7 days

Closes browseros-ai#2047

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Closes browseros-ai#2047

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Dmitrii Vasilev and others added 18 commits July 28, 2026 11:48
- Extend LogRotationPolicy with maxArchiveAgeSeconds and maxAgeBeforeRotationSeconds
- Add .audit, .security, .experience static policies
- Add rotateAuditLogs() for event_log, akashic-log, local-auth-audit, episodes
- Add cleanupOldArchives() to prune .archive.<ts>.zlib files older than retention
- Wire rotateAuditLogs() into AppDelegate.applicationDidFinishLaunching and loadLogSources
- Update LogsTabViewTests for age-based rotation and cleanup

Closes browseros-ai#2048

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Closes browseros-ai#2048

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
- Add AuditRotationScheduler (6h Timer, utility queue, NSLock serialization)
- Wire start/stop in AppDelegate lifecycle
- XCTest coverage for scheduler lifecycle and repeated rotateNow
- Plan + spec + report for Cycle 57

Closes browseros-ai#2049
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Closes browseros-ai#2049
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
- Add LogRotationPolicy.worktreeAuditLogPaths(repoRoot:) to discover .worktrees/*/trios/.trinity JSONL streams
- Extend rotateAuditLogs() to rotate main repo + worktree audit streams
- XCTest coverage for worktree discovery edge cases
- Plan + spec + report for Cycle 58

Closes browseros-ai#2050
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Closes browseros-ai#2050
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
… extensionless audit archives

Closes browseros-ai#2051

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
…leep

Closes browseros-ai#2052

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
- Add LogRetentionSettings (UserDefaults) with per-policy overrides for
  max size, archive count, archive age, and rotate-after age.
- Rename static presets to *Policy and expose computed vars that merge
  user overrides over hard-coded defaults.
- Add LogRetentionSettingsSheet in LOGS tab (gear icon) for Audit,
  Security, Experience, and General/Default presets with reset action.
- Add XCTest coverage for round-trip, fallback, and invalid storage.

Closes browseros-ai#2053

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
…play

The Queen delegates to worker chats instead of coding, and everything needed to
supervise that is here: the runner that actually starts a bee, the surfaces that
show what it is doing, and the harness that proves both without a provider.

Delegation
- QueenWorkerRunner streams a worker turn on its own transport, so navigating
  between chats cannot cancel a bee mid-flight
- QueenBranchCommitter attributes edits via a throwaway index and commit-tree;
  HEAD, the real index and the working tree are never touched
- Workers get workingDirectory: ProjectPaths.root - the default is home, and one
  bee "successfully" wrote into an unrelated checkout under ~/gitbutler
- Worker transports get a 3600s resource cap; the 600s chat default killed a
  worker after seventeen successful tool calls

Supervision
- QueenDashboardView above 760pt, QueenCompactSupervisorBar in the 400pt panel
  the user actually keeps open, QueenTaskBanner in each worker chat
- SystemNotice severity: every system message used to render as a red error, so
  delegation success and provider failure looked identical
- QueenObserver reads the live transcript for looping, spinning, out-of-bounds
  writes and overspending - a pure function, not a second agent
- QueenSalience + SalienceLearner rank the review queue by learned intervention
  rate rather than age alone

Capabilities
- SkillCatalog/SkillStore/SkillsTabView make .claude/skills the source of truth;
  the Queen could previously reach 4 of 26 because the list was a Swift literal
- QueenSystemPrompt puts her role, commands and skill roster in her context -
  a capability the agent cannot see is a capability it does not have
- QueenSelfAudit (/roadmap) greps type declarations against references and
  reports what nothing calls

Verification
- ReplayTransport replays SSE cassettes through the real parser; make cassettes
  runs three in ~6s with no provider and is part of make check
- repairOrphanToolCalls synthesises a result for interrupted tool calls, which
  otherwise poisoned a conversation permanently

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Two loose ends from the supervisor work.

The orphan-tool-call cassette could not join the suite because nothing on the
client said a run had produced one - the server repairs them, silently. The
client cannot repair an orphan (the server owns the agent's history) but it can
see one, and seeing it is what makes the failure assertable. That bug poisons a
conversation for every later send, not just the turn that caused it, so it is
worth a warning of its own.

The learner's observation threshold was a number I picked. It is now derived
from the priors: a rate over n Bernoulli trials has standard error at most
0.5/sqrt(n), and the estimate is worth trusting once that falls below the
smallest gap the priors are trying to express. The point is not the value - it
is that changing a prior moves the threshold instead of leaving behind a
constant that used to make sense.

make cassettes now runs four in ~8s with no provider.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
…imits

`SalienceLearner.evidence(for:)` had zero call sites - the learner wrote tallies
to disk and nothing read them back in words. That is the exact defect /roadmap
exists to find, written by the hand that built the detector. /salience now
reports each signal's weight, whether it is learned or still the prior, and the
evidence behind it.

The orphaned-tool-call repair is now proven end to end: TRIOS_E2E_SECOND_TURN=1
sends a second turn on the same conversation, and the regression only shows
itself there - the first turn leaves the orphan, the send after it is the one
that used to throw.

The cassette version of that test is removed. A replay yields the same recorded
bytes on every turn, so a textless abort cassette produces no text twice and the
assertion cannot distinguish that from a poisoned conversation. The bug lives in
the server's prompt assembly, which a cassette bypasses by design. The reason is
recorded next to the suite so nobody adds it back.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
The app-level cassette suite launches the .app and needs a window server plus a
running agent server, so CI cannot run it. These assertions cover the same code
paths in-process, through the harness that already runs headless inside
build.sh: same ReplayTransport, same SSEEventParser, same QueenObserver.

The salience learner is proven here rather than by seeded tallies. Driving it
through twenty app launches failed twice - `open` racing the single-instance
flock - and a mechanism verified only by data its author typed is verified by
arithmetic, not behaviour. Seven assertions feed the real API real outcomes and
check the boundary in both directions: one observation short of the threshold
keeps the prior, crossing it moves, and a signal that never needed the user ends
up quieter than its prior. Without that last case the learner could only ever
confirm what it was told.

Adds .github/workflows/trios-logic.yml: bun tests for the server-side orphan
repair on Linux, the Swift harness on macOS.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Three layers, found in order: the test target had no module graph, one file
belonged to two modules, and the source targets an older Zig than the one
installed - std.Thread.Mutex and std.time.milliTimestamp are both absent in
0.16. The first two are fixed and the patch is recorded; the third is a
migration in another repository, so trinity's working tree was restored
untouched.

The brain-atlas skill stays a map rather than a link, and now says exactly what
it would take to change that.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
"Leave it a week and see" needs something to compare against in a week. The
learner kept only current tallies, so the sole observable was the present
number - which cannot distinguish a signal that has settled from one that never
moved.

Weights are now snapshotted whenever one changes, capped at 200 entries, and
/salience reports the drift from each starting estimate. Snapshots are taken
only on change: one per review would fill the trail with duplicates and bury the
moments that matter.

The store gained a versioned shape and falls back to decoding the old bare
dictionary, so counts already collected survive the upgrade.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
…his branch

Commit 5ca201c swept 1534 unrelated deletions into this branch. I had restored
an earlier session's staged work into the index - deleting
packages/browseros-agent, archiving BR-OUTPUT prototypes - and then committed
without a pathspec, so all of it rode along. That is what made the PR conflict
with dev.

Those files are restored to their merge-base state, which makes this branch
neutral on them: dev's own later changes merge cleanly instead of fighting a
deletion nobody here intended. The .archive copies go too - dev does not have
them, so carrying them was pure divergence.

The BR-OUTPUT prototype deletions are left as they are: dev has already dropped
those files, so this branch agrees with it.

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

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Owner Author

Closing: this PR targets the wrong repository, and merging it would undo a deliberate migration.

dev removed trios/ on purpose in 48e0b52 — "the Swift macOS app now lives in
gHashTag/trios (apps/trios-macos) with its own CI", 385 files verified present in the
trios repo first. This branch is based on a commit from before that switchover, so
merging it would resurrect the whole directory here.

That is also the real source of the conflicts: dev deleted trios/, this branch keeps
it. Nothing was wrong with the diff itself.

The work is not lost — the branch feat/queen-supervisor stays pushed, with the Queen
supervisor commits on it:

  • QueenWorkerRunner, QueenBranchCommitter, QueenObserver, QueenSalience + SalienceLearner
  • Skills as a managed resource (SkillCatalog/SkillStore/SkillsTabView), QueenSystemPrompt
  • ReplayTransport with SSE cassettes, repairOrphanToolCalls, 157 headless assertions

It belongs in gHashTag/trios at apps/trios-macos. One thing blocks that: apps/trios-macos
is currently ~434 files behind the local working tree (363 absent, 71 differing) —
TriosLogBus.swift, the Makefile and build.sh among them — so these 51 files would not
build there on their own. Landing the base is a separate decision for a human.

The failing cla check is unrelated: secrets.CLA_SIGNATURES_TOKEN is unset in this
fork, so CLA Assistant cannot read or write the signature file on any PR here.

@gHashTag gHashTag closed this Jul 29, 2026
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