9 Commits

Author SHA1 Message Date
Patrick Buckley 766223e774 feat(judge): parallelize batch evaluations (#991) 2026-08-08 23:56:15 -07:00
Patrick Buckley 7a06f5e8bc refactor(session): make ModelLane the provider boundary (#979) (#989)
* refactor(session): make ModelLane the provider boundary (#979)

## Summary

This closes the model-lane ownership gap left by #832: `ChatSession` no longer stores raw provider/client handles. `ResolvedModelBinding` now carries the provider, client, model, capabilities, registry generation, and backend-auth configuration as one coherent snapshot.

- Atomically rebind existing sessions after model-registry changes while pinning each in-flight send, fallback, judge, output guard, task agent, title, compaction, perception, and voice operation to its initiating principal and binding.
- Fence UI publication, canonical trajectory folds, durable writes, streams, retries, child scopes, and judge work by generation. Stop can hand off to a successor without accepting late state; cancelled tools retain typed effect receipts, and concurrent approval batches resolve by exact cycle or call.
- Make create, fork, open, close, and delete race-safe with hidden `creating` reservations, incarnation-aware state tails, and an ACL-rechecked transaction that clones checkpoint-bounded history, configuration, project/persona state, and attachment references.
- Extend REST/OpenAPI and Python/TypeScript SDK contracts for create/fork inputs, routed-create metadata, live-workstream probes, targeted approvals, and structured cancellation results.
- Update architecture, storage, authentication, judge, channel, console, API, and SDK documentation, including regenerated architecture diagrams and OpenAPI artifacts.

## Validation

- SQLite suite: 11,188 passed, 9 skipped, 10 deselected
- PostgreSQL suite: 11,195 passed, 2 skipped, 10 deselected
- Live backend: 3 passed
- SSE recovery: 6 passed; browser recovery harness passed all scenarios
- Ruff: clean; 595 files correctly formatted
- mypy: 243 source files clean
- TypeScript: typecheck/build and 35 tests passed
- OpenAPI artifacts fresh; all 14 changed diagrams reproduce byte-for-byte
- `git diff --check` and Git LFS integrity clean

Closes #979.

* fix(deps): update nanoid for GHSA-2v37-7h3g-55p8

Refresh the transitive lock entry admitted by PostCSS so the TypeScript security gate no longer resolves the vulnerable custom-generator implementation.

Validation:
- npm ci
- npm audit --audit-level=moderate: 0 vulnerabilities
- TypeScript typecheck and build
- TypeScript tests: 35 passed

* fix(test): assert canonical model registry URLs

Replace prefix checks with exact canonical base URL assertions so the tests do not model incomplete URL validation.

Validation: tests/test_model_registry.py (185 passed); Ruff check/format; mypy.
2026-08-08 16:13:35 -07:00
Patrick Buckley 3ffa8b9057 fix(providers): review round 2 — complete-or-error drain, code-gated retries, truncation-safe blocks
Correctness (3 confirmed + 2 plausible, all fixed):

- drain_stream now raises typed, retryable IncompleteStreamError when a
  stream exhausts without any finish reason — every adapter emits one on
  a healthy stream, so its absence means the generation died
  mid-response behind a cleanly-closing proxy.  This restores the
  retired transport's complete-or-error contract (a half-generated
  compaction summary was previously returned as finish=stop and stored,
  silently replacing real history) and DELETES round 1's suffix-info
  fold: with no finish-less success path there is nothing to classify,
  so a trailing status ping can never be stored as content either.
- Index-degenerate parallel tool calls get distinct slots: a delta whose
  id differs from its slot's opens a new call (id-less fragments still
  follow their index's current call), so historical compat servers that
  emit every parallel call at index 0 no longer fuse distinct calls
  into concatenated garbage arguments.  Result order stays index-sorted
  (stable) like the retired array parse.
- response.failed retryability is code-gated: only transient codes
  (server_error, rate_limit_exceeded) raise the retryable typed error;
  deterministic rejections (invalid prompt, image fetch, policy) raise
  plain RuntimeError and stop retry loops on attempt zero instead of
  running the full backoff ladder against a doomed request.
- Terminal Responses events rebuild provider_blocks from
  response.output when present: the item being generated at
  max_output_tokens truncation never receives output_item.done, and
  storing a reasoning item without its required following item made the
  next turn's replay a 400.
- merge_usage's base case uses dataclasses.replace so a future UsageInfo
  field can't be silently zeroed on drained lanes.

Cleanup: run_abortable_with_deadline bundles the three-point abort
wiring (ref + cancel_ref + on_abandon) so it cannot be half-wired —
both judges converted; scripted_chat_client hoists the 14 chat-lane
fake_create closures (call scripts + .calls recording replace per-test
counter cells); fake_chat_stream gains reasoning=, collapsing the
reasoning-capture suite's hand-rolled chunk shape; FakeAnthropicBlock
hoists the duplicated _Block test class; the class and judge PlantUML
diagrams drop the retired create_completion flow.

Also converts test_model_registry's agent-model fakes, which returned
legacy response objects that iterated as EMPTY streams — they only
passed through the old drain's silent finish=stop default, exactly the
hazard the new gate exists to catch.
2026-07-13 22:39:19 -07:00
Patrick Buckley 110d44b07e refactor(tools): remove man, math, and plan_agent built-in tools
`man` and `math` duplicated capabilities already reachable through
`bash`; `plan_agent` is better expressed as a `task_agent` running a
planning skill, and carried a large amount of special-case machinery
(plan-review gate, refinement loop, per-kind model routing). Removing
all three shrinks the tool surface and cuts per-call token cost.

Also removed, as dead-once-the-tools-are-gone:
- the `math` sandbox executor (`turnstone.core.sandbox`) and its
  `[sandbox]` extra; the eval analyst now runs bash-only
- the read-only `AGENT_TOOLS` sub-agent tool set and the `agent`
  tool-metadata key (`task_agent`/`TASK_AGENT_TOOLS` retained)
- the plan-review protocol end to end: the `on_plan_review` UI hook,
  `resolve_plan`, `POST /v1/api/plan` + `POST /v1/api/route/plan`,
  the `plan_review`/`plan_resolved` SSE events, and their Python SDK /
  TypeScript SDK / OpenAPI / frontend / Discord+Slack bindings
- the `model.plan_alias` / `model.plan_effort` settings and the
  registry `plan_model` / `plan_effort` routing fields

TOOLS 31->28, TASK_AGENT_TOOLS 13->11; COORDINATOR_TOOLS unchanged.

BREAKING CHANGE: removes the `man`, `math`, `plan_agent` tools, the
plan-review SSE/HTTP/SDK surface, and the plan_* model-routing settings
from the experimental 1.6 line.
2026-05-31 19:54:43 -07:00
Patrick Buckley 9826ea15c5 feat(coordinator): phase 7 — governance + skill metadata + cross-cutt… (#383)
* feat(coordinator): phase 7 — governance + skill metadata + cross-cutting invariants

Combines three stacked sub-PRs into a single coordinator phase-7
shipment against the phase-7 plan doc.  The sub-PR structure (0 / A /
B) preserved on individual branches for reviewer drill-down; this
branch is the one reviewers should merge.

## Sub-PR 0 — service-auth boundary invariants

Shared helpers and contracts that lock the console ↔ node service-auth
boundary so later authz surfaces use them by construction.

- ``_effective_user_filter(request)`` in both ``turnstone.console.server``
  and ``turnstone.server`` with a shared ``DENY_EMPTY_SUB`` sentinel
  on ``turnstone.core.auth``.  Three-way return — admin/service
  bypass, scoped caller uid, or fail-closed sentinel on blank sub.
  Four callsite migrations (``_coordinator_rows``,
  ``coordinator_children``, ``coordinator_metrics``,
  ``cluster_ws_live_bulk``).

- ``StorageBackend`` class docstring codifies the tenancy contract
  (every list/count/aggregate method must accept ``user_id: str |
  None = None`` and push ``WHERE user_id = :user_id`` into SQL) and
  the ``_mapping`` row-access contract.  New
  ``turnstone.testing.row_contract`` ships ``assert_row_like()``.

- ``_verify_collector_service_scope`` probes an upstream node at boot
  with ``expected_node_id=_scope-probe_``; a 409 proves the scope
  gate was passed, a 403/401 sets ``collector_scope_error`` and
  causes ``cluster_snapshot`` / ``cluster_events_sse`` to return 503
  with a remediation hint.  Probe URL allowlist rejects non-http(s)
  schemes and 169.254.0.0/16 hosts.

- 4xx log-level floor on ``_NodeDashboardCache.get``,
  ``_fetch_live_block``, and ``_proxy_sse`` — dotted-hierarchy
  prefixes with bounded body previews.  ``_bounded_body_preview`` and
  ``_bounded_stream_preview`` strip control chars.

## Sub-PR A — coordinator governance core

Mid-session governance surface for coordinator workstreams.

- **Trusted-session mode.**  New ``coordinator.trust.send``
  permission (migration 042).  ``ChatSession.set_trust_send`` /
  ``revoke_tools`` methods with a ``_governance_lock``.  ``POST
  /v1/api/coordinator/{ws_id}/trust {send: bool}`` double-gated on
  ``admin.coordinator`` AND ``coordinator.trust.send`` with
  ``allow_service_bypass=False`` so service tokens can't escalate.
  ``_prepare_send_to_workstream`` auto-approves sends whose target is
  in the coordinator's own subtree; foreign ws_ids still require
  approval.  ``_is_own_subtree`` checks both ``parent_ws_id`` AND
  ``user_id`` to defend against cross-tenant row corruption.

- **Audit-layer credential redaction.**  ``record_audit`` walks
  ``detail`` (dicts, lists, tuples, sets, frozensets; keys too)
  and routes every string through ``redact_credentials`` + a C0
  control-char scrub.  New kw-only ``raw_detail=True`` opt-out.
  ``_has_any_string`` fast-path.  Audit action registry extended
  with the four new governance sub-prefixes.

- **Mid-session revocation + cascading stop.**  ``POST
  /v1/api/coordinator/{ws_id}/restrict {revoke: [...]}`` caps 256
  entries / 128 chars; ``_prepare_tool`` short-circuits with a
  tool-error.  ``POST /v1/api/coordinator/{ws_id}/stop_cascade``
  cancels the coord's in-flight generation then dispatches
  ``cancel_workstream`` for every direct child in parallel via
  ``asyncio.gather`` bounded by ``Semaphore(16)``.  Per-child
  outcomes split into ``cancelled`` / ``failed`` / ``skipped``
  (404 = already-gone rather than dispatch-broken).  Both endpoints
  apply ``allow_service_bypass=False`` on the admin gate.

- **Shared plumbing.**  ``_resolve_coord_session`` helper collapses
  the handler prelude three endpoints shared.  ``_emit_coord_audit``
  wraps ``record_audit`` in a dedicated ``ThreadPoolExecutor``
  (``app.state.audit_executor``) so audit bursts don't starve cancel
  dispatches.  ``_require_json_object`` guards body parsing so non-
  object JSON returns 400 instead of 500.

## Sub-PR B — skill metadata governance

- **Description validator (migration 043).**  ``prompt_templates``
  rows now require a non-empty ``description``.  Existing empty rows
  get backfilled with a ``"Skill: <name>"`` placeholder on upgrade.
  The installer (``admin_skill_discover``) and MCP prompt sync both
  synthesise a placeholder when the upstream description is blank
  so non-admin write paths satisfy the invariant.

- **Skill kind classifier (migration 044).**  New
  ``prompt_templates.kind`` column (``interactive`` / ``coordinator``
  / ``any``; defaults to ``any``).  New
  ``turnstone.core.skill_kind.SkillKind`` StrEnum is the single
  source of truth; Pydantic schemas type ``kind`` as ``SkillKind``
  (OpenAPI advertises the enum) and the handler validator catches
  the ValueError.  ``list_skills_filtered`` gains a
  ``kinds: list[str] | None = None`` SQL filter.
  ``CoordinatorClient.list_skills`` defaults to
  ``kinds=["coordinator", "any"]`` so interactive-only skills are
  hidden from the orchestrator.

- **``scan_status`` → ``risk_level`` rename (migration 045).**
  Lossless column rename to align with ``IntentVerdict.risk_level``
  terminology.  Swept storage (both backends + schema + protocol),
  handlers, API schemas, tool JSON, generated OpenAPI specs,
  TypeScript SDK types, frontend (``governance.js``), tests, and
  English prose in ``docs/judge.md`` + ``docs/tools.md``.  The
  user-facing on-load warning now reads ``has risk level:
  {risk_tier}``.  Tool JSON's ``risk_level`` enum corrected to the
  scanner's actual taxonomy (``safe / low / medium / high /
  critical``; was the never-shipped ``clean / flagged / unscanned /
  pending``).  Historical migration 021 left untouched.

## Migrations

042 (``coordinator.trust.send`` perm — PR A)
043 (description backfill — PR B)
044 (``kind`` column add — PR B)
045 (``scan_status`` → ``risk_level`` rename — PR B)

All four use position-anchored permission strings / host-side
parse-filter-rejoin on downgrade where SQL ``REPLACE`` could
corrupt prefix-overlapping values.

## Verification

- ``ruff check turnstone tests`` clean.
- ``mypy turnstone`` clean on 165 source files.
- ``pytest -m "not live"``: 4431 passed (+85 over the phase-6
  baseline).  Includes +32 tests in ``tests/test_service_auth_boundary.py``
  and +38 in ``tests/test_coordinator_governance.py``; shared fixtures
  extracted to ``tests/_coord_test_helpers.py``.
- Generated OpenAPI JSON (``sdk/typescript/openapi-{console,server}.json``)
  regenerated via ``sdk/typescript/scripts/generate-types.py``; zero
  ``scan_status`` occurrences remaining outside the historical
  migration 021 and the rename migration 045.

## Security reviews

Both reviews flagged by the phase-7 plan (items 1 + 5, plus 0a's
refuse-to-serve gate) ran through the multi-stage ``/review``
pipeline twice per sub-PR; all confirmed findings landed in-branch.

* fixup(phase-7): CI lint + PR #383 review fixups

Addresses the lint CI failure (ruff format) plus 12 findings from the
two automated PR reviewers.

Copilot:
- ``_sqlite.list_installed_skill_urls`` / ``_postgresql.list_installed_skill_urls``
  used positional row indexing (``r[0]``/``r[1]``/``r[2]``) while this
  same PR's ``StorageBackend`` class docstring forbids it.  Switched
  both to ``r._mapping["..."]`` access.
- ``list_skills.json`` previously advertised ``risk_level=""`` as a
  filter for unscanned skills, but the implementation treats empty
  strings as "no filter".  Clarified the tool description to say
  omit the filter entirely to include unscanned rows, and added an
  explicit ``enum`` on the parameter restricting it to the scanner
  tiers.  ``_prepare_list_skills`` keeps the ``strip() or None``
  normalisation — unscanned filtering now has an unambiguous contract.
- ``test_storage_skills_filtered.test_risk_level_filter`` used the
  legacy ``clean`` / ``flagged`` values from the pre-rename column.
  Rewritten with the scanner's actual taxonomy (``safe`` / ``high``).

github-code-quality (CodeQL):
- ``test_deny_sentinel_is_singleton`` previously asserted
  ``cs.DENY_EMPTY_SUB is cs.DENY_EMPTY_SUB`` — an identical-expression
  comparison.  Rewritten as two separate ``from ... import ... as`` aliases
  (``FIRST_READ`` / ``SECOND_READ``) so the identity check is between
  distinct bindings.
- ``test_restrict_empty_revoke_is_noop_but_audits`` unpacked ``state``
  without using it.  Renamed to ``_state``.
- Mixed import styles in ``test_service_auth_boundary.py`` — the
  file previously used both ``import turnstone.console.server as cs``
  and ``from turnstone.console.server import ...`` for the same
  module (same story for ``turnstone.core.auth`` and
  ``turnstone.server``).  Consolidated to the ``from X import Y`` style
  used elsewhere in the file; the ``_fetch_live_block`` test now
  patches via pytest's ``monkeypatch`` fixture instead of a manual
  rebind through a module alias.

CI:
- ``ruff format`` reformatted one line in
  ``tests/test_coordinator_endpoints.py``.

Verification: ruff check + mypy clean (166 files); 4459 non-live
pytest pass.

* fix(tests): swap asyncio marker for anyio in service-auth boundary tests

PR #383 CI caught that the 13 ``@pytest.mark.asyncio`` decorators I
added in ``test_service_auth_boundary.py`` are an off-convention
choice — the rest of the repo uses ``@pytest.mark.anyio`` (148 sites
vs my 13).  The CI environment pulls in ``anyio`` but not
``pytest-asyncio``, so every async test in this one file was failing
with "async def functions are not natively supported".  It passed
locally by accident — my dev venv happens to have pytest-asyncio
installed ambiently.

Swapped all 13 marker sites to ``@pytest.mark.anyio``.  No functional
change; the tests run under the same default asyncio backend anyio
provides.

Verification: ruff + mypy clean (166 files); 4459 non-live pytest
pass.
2026-04-18 10:20:19 -07:00
Patrick Buckley e71ea38953 feat: output guard data pipeline — persist assessments, SSE events, a… (#110)
* feat: output guard data pipeline — persist assessments, SSE events, admin UI

Complete the output guard pipeline: persist assessments for v2 calibration,
surface warnings in every UI layer, and add scan badges to admin skills tab.

Storage: migration 022 adds output_assessments table (flags, risk_level,
annotations, output_length, redacted — raw output never stored) and
scan_version column on prompt_templates. Three new protocol methods with
SQLite + PostgreSQL implementations.

Server/CLI: on_output_warning now persists assessments fire-and-forget.
CLI shows flags, annotations, and redaction notice. Session emits on_info
warning when high/critical scan_status skill is loaded.

MQ: OutputWarningEvent dataclass + bridge SSE forwarding.

Web UI: output_warning SSE handler with inline warning rendering
(role="alert" for accessibility), semantic risk colors.

Console admin: scan badges on skills list (dedicated scope-scan-* CSS with
green/yellow/red risk vocabulary), scan report breakdown in edit modal with
4-axis scores, POST /admin/skills/{id}/rescan endpoint, GET
/admin/output-assessments endpoint with date-filtered pagination.

Security fixes: ReDoS in connection string regex ([^@\s]+ → [^:@\s]+),
negative limit bypass in all admin endpoints (max(1, ...)), to_dict()
excludes sanitized output by default.

False-positive fixes: credentials pattern anchored to path context,
env secret key check restricted to key portion only.

* fix: address PR #110 review — list redaction, test fixture, OpenAPI snapshot

Per-part redaction: evaluate each text part independently in structured
output instead of joining all parts and replacing only the first one.

Fix test annotations default from "{}" to "[]" matching schema.

Regenerate TypeScript OpenAPI snapshots for new admin endpoints.
2026-03-16 17:39:24 -07:00
Patrick Buckley 5378b33641 feat: output guard — evaluate tool results before they enter context (#109)
* feat: output guard — evaluate tool results before they enter context

Add turnstone/core/output_guard.py — a time-budgeted heuristic that
evaluates tool execution results after execution but before they
enter the conversation context window.

Priority-ordered detection (5s budget, highest priority first):
1. Prompt injection: override phrases, role injection, instruction
   override markers, meta-injection patterns
2. Credential leakage: API keys (OpenAI/GitHub/AWS/Google), PEM
   private key blocks, connection strings, .env secret format
3. Encoded payloads: script data URIs, hex shellcode sequences
4. Adversarial URLs: cloud metadata endpoints, credential query params
5. System info disclosure: private IPs, sensitive file paths

Annotates and optionally redacts (credentials → [REDACTED:<type>]).
Does NOT gate — surfaces warnings via on_output_warning callback.

Integration:
- Wired into session.py tool result loop via _evaluate_output()
- JudgeConfig gains output_guard + redact_secrets fields (both default true)
- SessionUI protocol gains on_output_warning callback
- 25 compiled regex patterns, pure function, no I/O

29 tests covering all detection categories, benign output false
positive checks, credential redaction, and time budget behavior.

* fix: address PR #109 review — protocol, config, and guard fixes

Copilot review feedback:
- Replace _CLEAN singleton with _clean() factory to prevent mutable
  shared state (OutputAssessment has list fields)
- Remove redundant second _CREDENTIAL_PATTERNS loop in _check_credentials
- Evaluate text parts of list outputs (images) not just string outputs
- Wire output_guard + redact_secrets through ConfigStore settings
  registry and _build_judge_config() so operators can configure via
  admin Settings tab
- Remove --no-output-guard CLI flag claim from docs (use Settings tab)

Typecheck fix:
- Add on_output_warning to all SessionUI implementations: NullUI
  (eval, 5 test files), WebUI (server — emits SSE event), TerminalUI
  (CLI — ANSI colored warning), RecordingUI, FakeUI
2026-03-16 16:22:10 -07:00
Patrick Buckley f05e6bddad feat(judge): enrich heuristic rules from 23 to 36 (#107)
* feat(judge): enrich heuristic rules from 23 to 36

Add 13 new pattern-based rules to the intent validation heuristic,
calibrated from analysis of 25K public agent skill security audits
across three independent auditors.

New critical: download-then-execute chains.
New high: browser+data export, transitive installs from untrusted
sources, control plane mutations (crontab, systemctl).
New medium: content ingestion pipelines (curl|python3), interpreter
execution (python3 script.py), cloud CLI mutations (az/gcloud/aws/
kubectl/terraform create/delete/destroy).
New low: tool_search, read_resource, web_search.

Fixes: crontab -l no longer false-positives, systemctl stop/disable
now flagged, az/gcloud subcommand patterns work correctly.

* fix(judge): address PR #107 review feedback

- content-ingestion: narrow second pattern to specific interpreters/
  processors (python3, node, ruby, perl, php, jq) instead of any word.
  Prevents false positives on read-only downstream (wget -O - | head).
- cloud-infra-mutation: split kubectl into its own pattern with specific
  verbs (apply, create, delete, scale, rollout, drain, cordon) to avoid
  false positive on resource types (kubectl get deploy).
- cloud-infra-mutation: split terraform/pulumi to specific verbs only
  (apply, destroy, import) — terraform plan no longer matches.
- control-plane-mutation: exclude -h and -V flags from crontab pattern
  alongside existing -l exclusion.
- Add 35 heuristic rule tests covering all 13 new rules with positive
  matches and negative (false-positive prevention) cases.
2026-03-16 15:09:36 -07:00
Patrick Buckley 09ea3d164d feat: intent validation v1 — advisory LLM judge for tool approvals (#50) (#50)
* feat: intent validation v1 — advisory LLM judge for tool approvals (#50)

Two-tier evaluation pipeline for non-auto-approved tool calls:
- Heuristic tier (instant): 23 pattern-based rules across 4 severity
  levels (critical/high/medium/low) with first-match-wins priority
- LLM judge tier (async): multi-turn evaluation with read_file/
  list_directory tool access, security-hardened path blocking, forcing
  message on final turn, four-stage JSON parsing with retry nudge

Progressive UI: heuristic verdict badge + judge spinner, LLM verdict
upgrade via intent_verdict SSE event, glow on action buttons. Verdict
persisted to intent_verdicts table for audit. Prometheus metrics for
verdict counts and LLM latency. Enabled by default (--no-judge to opt
out). 132 new tests (1938 total).

Integration: session, server/WebUI, CLI, MQ bridge, console admin API,
Discord channel adapter. Config via [judge] in config.toml or CLI flags.

* fix: address PR #50 Copilot review feedback

- Fix double JSON encoding of func_args in both heuristic and LLM
  verdict persistence paths — use pre-serialized string from verdict
- Fix confidence 0.0 treated as falsy in channel verdict formatter
- Fix timestamp format inconsistency in storage backends (isoformat
  vs strftime) — now uses strftime consistently
- Add on_intent_verdict to eval.py NullUI (mypy fix)
- Fix late verdict after approval resolved — store last decision and
  apply immediately to late-arriving verdicts
- Add permission rollback to migration 012 downgrade
- Update docs to reflect judge enabled by default
- Document confidence_threshold as reserved for v2

* fix: judge per-call timeout and credential recon heuristic

- Wrap create_completion() in ThreadPoolExecutor with per-call timeout
  to prevent indefinite hangs on slow local models. On timeout, replace
  the executor so subsequent batch items don't queue behind lingering
  API calls
- Add IntentJudge.shutdown() and wire into session.close() for cleanup
- Add credential-recon heuristic rule: /etc/passwd, /etc/shadow,
  /etc/master.passwd access flagged as HIGH/review (reconnaissance
  pattern even though the command itself is read-only)
- 3 new tests for credential file access patterns

* fix: denied/blocked tool calls show correct badge on resume

- _build_history() detects denied results ("Denied by user") and
  blocked results ("Blocked") and propagates denied flag to parent
  assistant entry for frontend consumption
- Frontend history replay uses denied flag for badge-denied class
  instead of hardcoding badge-approved for all historical tool calls
- Denial feedback always prefixed with "Denied by user:" so content
  detection works with custom user feedback
- Denied tools visually muted (opacity 0.55, muted tool name)
- role="status" on all approval badge elements (accessibility)
- Broadened "Blocked" prefix match (catches "Blocked by tool policy")
2026-03-13 04:12:46 -07:00