{ "ok": true, "writesExternalSystems": false, "route": "/api/brain/review-queue", "storage": { "configured": true, "ready": true }, "queue": { "candidates": [ { "candidate_id": "sol-proposal-rrfib9", "project_id": "onpace", "candidate_type": "skill_change_candidate", "title": "Add an outcome-quality eval for validated coach responses", "source_summary": "Fact: five signals show valid response shape with no observed friction on the documented trainer-lab path. Missing proof: response validity does not establish usefulness, safety, or actionability. Add measurable quality checks before considering any skill or prompt release.", "linked_signal_ids": [ "sentinel-event-signal_onpace_onpace_coach_trainer_route_agent_action_onpace_coach_female_trainer_sentinel_product_agent_2026_07_31_20260731200833", "sentinel-event-signal_onpace_onpace_coach_trainer_route_agent_action_onpace_coach_female_trainer_sentinel_product_agent_2026_07_31_20260731200821", "sentinel-event-signal_onpace_onpace_coach_trainer_route_agent_action_onpace_coach_female_trainer_sentinel_product_agent_2026_07_31_20260731200713", "sentinel-event-signal_onpace_onpace_coach_trainer_route_agent_action_onpace_coach_female_trainer_sentinel_product_agent_2026_07_31_20260731200559", "sentinel-event-signal_onpace_onpace_coach_trainer_route_agent_action_onpace_coach_female_trainer_sentinel_product_agent_2026_07_31_20260731200536" ], "proposed_change": "Create a project-scoped evaluation rubric for snack-choice coach cards covering schema validity, relevance, actionable guidance, persona consistency, and unsupported-claim avoidance. Keep current runtime behavior unchanged until independent evaluation and shadow proof pass.", "affected_agents": [ "onpace_coach" ], "affected_modules": [ "trainer_runtime" ], "eval_required": true, "software_patch_required": false, "skill_patch_required": true, "dataset_candidate": false, "operator_review_required": true, "status": "eval_or_shadow_failed_needs_revision", "created_at": "2026-07-31T20:09:17.299+00:00" }, { "candidate_id": "sol-proposal-3tw1wp", "project_id": "sales_command_os", "candidate_type": "skill_change_candidate", "title": "Diagnose failed Milo specificity candidates before creating a replacement", "source_summary": "Fact: two candidate comparisons failed five-case evals and 1,000-versus-1,000 shadow comparisons. Inference: the attempted specificity change is not release-ready. Missing proof: artifacts do not provide case-level failure categories, so a corrective prompt change cannot yet be specified reliably.", "linked_signal_ids": [ "learning-proof-failed-prop_sales_command_specificity_002", "learning-proof-failed-prop_sales_command_specificity_eval" ], "proposed_change": "Keep both failed candidates ineligible for release. Label each failed eval and shadow case using a project-scoped taxonomy—insufficient specificity, invented detail, overconstraint, missed intent, verbosity, or format regression—then create one narrowly revised candidate targeting only the dominant verified failure category.", "affected_agents": [ "milo" ], "affected_modules": [ "milo" ], "eval_required": true, "software_patch_required": false, "skill_patch_required": true, "dataset_candidate": false, "operator_review_required": true, "status": "eval_or_shadow_failed_needs_revision", "created_at": "2026-07-31T20:09:17.299+00:00" }, { "candidate_id": "sol-proposal-eu0ej4", "project_id": "sales_command_os", "candidate_type": "skill_change_candidate", "title": "Protect automatic finalization with a regression gate", "source_summary": "Fact: two signals record successful action completion and automatic finalization checks with no observed friction. Missing proof: the sample is small and does not cover negative or ambiguous finalization cases. Preserve this behavior through evaluation rather than changing production logic.", "linked_signal_ids": [ "sentinel-event-signal_sales_command_os_sales_command_auto_runtime_training_result_sentinel_finalization_reason_sales_20260731_20260731200710", "sentinel-event-signal_sales_command_os_sales_command_auto_runtime_training_result_sentinel_finalization_check_sales_20260731_20260731200556" ], "proposed_change": "Add a project-scoped regression suite that verifies finalization occurs only when completion evidence and a valid finalization reason are present, including incomplete, ambiguous, duplicate, and retry cases. Do not alter runtime behavior yet.", "affected_agents": [ "milo" ], "affected_modules": [ "milo_assistant" ], "eval_required": true, "software_patch_required": false, "skill_patch_required": true, "dataset_candidate": false, "operator_review_required": true, "status": "eval_or_shadow_failed_needs_revision", "created_at": "2026-07-31T20:09:17.299+00:00" }, { "candidate_id": "sol-proposal-f1u0ew", "project_id": "onpace", "candidate_type": "software_change_candidate", "title": "Diagnose and repair the trainer-runtime 401 path", "source_summary": "Facts: trainer_runtime produced a 401 sentinel product-agent status, two runtime-unavailable signals, three regression failures, and validation was not evaluated. Inference: runtime configuration or adapter authorization handling is failing, but the evidence does not identify the root cause. Preserve the release block until a sanitized diagnosis and passing regression proof exist.", "linked_signal_ids": [ "sentinel-cluster-17amfke", "sentinel-cluster-1spiwu6", "onpace:functions:api-onpace-trainer", "onpace:adapter:onpace-sentinel-adapter", "onpace:sentinel-product-agent-status:401", "test:onpace:sentinel-regression" ], "proposed_change": "Create an operator-reviewed adapter/configuration defect candidate that reproduces the 401 without exposing credentials, classifies whether the fault is configuration, authorization propagation, or error handling, and adds a deterministic regression test before any patch is considered.", "affected_agents": [ "onpace_coach" ], "affected_modules": [ "trainer_runtime", "onpace-sentinel-adapter" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T19:11:07.043+00:00" }, { "candidate_id": "sol-proposal-126ahun", "project_id": "ai_sales_machine", "candidate_type": "software_change_candidate", "title": "Keep campaign_builder blocked and isolate its regression defect", "source_summary": "Three high-severity regression-failure signals mark campaign_builder as blocked until fixed. The artifact does not provide the failing assertion or root-cause category, so an exact patch is not yet justified.", "linked_signal_ids": [ "sentinel-cluster-wku12n", "test:ai_sales_machine:sentinel-regression" ], "proposed_change": "Create a project-scoped defect record with a sanitized deterministic reproducer, failure taxonomy, baseline comparison, rollback plan, and targeted test. Do not weaken the existing gate.", "affected_agents": [ "milo" ], "affected_modules": [ "campaign_builder" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T19:11:07.043+00:00" }, { "candidate_id": "sol-proposal-ix6hdi", "project_id": "extra_cash", "candidate_type": "software_change_candidate", "title": "Keep offer_testing blocked and isolate its regression defect", "source_summary": "Three high-severity regression-failure signals block offer_testing. Available evidence is sufficient for a release gate but not for selecting a software patch.", "linked_signal_ids": [ "sentinel-cluster-1xg7yuv", "test:extra_cash:sentinel-regression" ], "proposed_change": "Produce a sanitized reproducer, classify the failure, add a targeted regression case, and prepare a reversible patch candidate only after root-cause confirmation. Retain the block meanwhile.", "affected_agents": [ "milo" ], "affected_modules": [ "offer_testing" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T19:11:07.043+00:00" }, { "candidate_id": "sol-proposal-1cyflbd", "project_id": "kelly_design_learning_lane", "candidate_type": "software_change_candidate", "title": "Keep floor_planning blocked and isolate its regression defect", "source_summary": "Three high-severity regression-failure signals block this project's floor_planning module. Similar module names elsewhere are not evidence of a shared defect.", "linked_signal_ids": [ "sentinel-cluster-7f3zma", "test:kelly_design_learning_lane:sentinel-regression" ], "proposed_change": "Build a project-only sanitized reproducer and targeted regression test, diagnose the failure locally, and prepare a reversible patch candidate without importing evidence or behavior from other floor-planning projects.", "affected_agents": [ "kelly_design_agent" ], "affected_modules": [ "floor_planning" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T19:11:07.043+00:00" }, { "candidate_id": "sol-proposal-1fkki42", "project_id": "roomsage", "candidate_type": "software_change_candidate", "title": "Keep floor_planning blocked and isolate its regression defect", "source_summary": "Three high-severity regression-failure signals block roomsage floor_planning. The shared module and agent labels do not authorize blending evidence with another project.", "linked_signal_ids": [ "sentinel-cluster-vtfuhb", "test:roomsage:sentinel-regression" ], "proposed_change": "Create a roomsage-only sanitized reproducer, failure classification, targeted regression case, and reversible patch candidate while preserving the existing release block.", "affected_agents": [ "kelly_design_agent" ], "affected_modules": [ "floor_planning" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T19:11:07.043+00:00" }, { "candidate_id": "sol-proposal-1ptrm7b", "project_id": "sales_command_os", "candidate_type": "software_change_candidate", "title": "Keep milo module blocked and prioritize its regression diagnosis", "source_summary": "Eight high-severity regression-failure signals are the largest blocked cluster supplied. This indicates high repeatability, but the failure details remain insufficient to prescribe a patch.", "linked_signal_ids": [ "sentinel-cluster-1ivla5w", "test:sales_command_os:sentinel-regression" ], "proposed_change": "Prioritize a project-scoped sanitized reproducer, root-cause classification, targeted test, and reversible patch candidate. Preserve the regression block and evaluate independently from the behavior-specificity proposal.", "affected_agents": [ "milo" ], "affected_modules": [ "milo" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T19:11:07.043+00:00" }, { "candidate_id": "sol-proposal-w6cicv", "project_id": "scan_design", "candidate_type": "software_change_candidate", "title": "Keep CRM blocked and isolate its regression defect", "source_summary": "Three high-severity regression-failure signals block the CRM module. The evidence supports defect triage and a release gate, not an unreviewed patch.", "linked_signal_ids": [ "sentinel-cluster-z3cvd8", "test:scan_design:sentinel-regression" ], "proposed_change": "Generate a scan_design-only sanitized reproducer, classify the defect, add a targeted test, and prepare a reversible software candidate subject to operator review.", "affected_agents": [ "milo" ], "affected_modules": [ "crm" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T19:11:07.043+00:00" }, { "candidate_id": "sol-proposal-1h72r9f", "project_id": "onpace", "candidate_type": "software_change_candidate", "title": "Diagnose and gate the trainer-runtime 401 failure", "source_summary": "The trainer runtime was unavailable with a recorded 401, and the project regression gate is failing. This supports project-scoped adapter/configuration triage, but does not establish whether the cause is authorization, runtime configuration, or an interface defect.", "linked_signal_ids": [ "sentinel-cluster-17amfke", "sentinel-cluster-1spiwu6", "onpace:functions:api-onpace-trainer", "onpace:adapter:onpace-sentinel-adapter", "onpace:sentinel-product-agent-status:401", "test:onpace:sentinel-regression" ], "proposed_change": "Create a rollbackable adapter-fix candidate that classifies the sanitized 401 failure, adds a deterministic runtime health check, and keeps trainer execution blocked unless authentication, contract, and regression checks pass. Do not change credentials or deploy the candidate automatically.", "affected_agents": [ "onpace_coach" ], "affected_modules": [ "trainer_runtime", "onpace-sentinel-adapter" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T19:08:44.456+00:00" }, { "candidate_id": "sol-proposal-18cwqcm", "project_id": "sales_command_os", "candidate_type": "software_change_candidate", "title": "Repair the Milo regression blocker before behavior iteration", "source_summary": "Eight high-severity regression signals block release, while eight specificity and extra-help signals indicate unresolved behavior quality. The regression failure must be isolated before attributing customer friction to Milo behavior.", "linked_signal_ids": [ "sentinel-cluster-1ivla5w", "sentinel-cluster-1n3vjj4", "sentinel-cluster-1ayihn7", "test:sales_command_os:sentinel-regression" ], "proposed_change": "Create a rollbackable, project-scoped patch candidate for the failing regression and enforce a hard release gate. Add specificity and assisted-flow cases to the isolated regression suite, but defer Milo skill changes until reviewed examples define the required behavior.", "affected_agents": [ "milo" ], "affected_modules": [ "milo" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T19:08:44.456+00:00" }, { "candidate_id": "sol-proposal-b54pf3", "project_id": "ai_sales_machine", "candidate_type": "software_change_candidate", "title": "Add a hard campaign-builder regression recovery gate", "source_summary": "The campaign builder has a high-severity test failure plus repeated specificity and extra-help signals. These signals justify an isolated patch and eval expansion, but do not prove a single root cause.", "linked_signal_ids": [ "sentinel-cluster-wku12n", "sentinel-cluster-129jfl9", "sentinel-cluster-qtp1og", "test:ai_sales_machine:sentinel-regression" ], "proposed_change": "Create a rollbackable campaign-builder patch candidate and prohibit release until the project regression suite, reviewed specificity cases, and assisted-flow cases all pass independently.", "affected_agents": [ "milo" ], "affected_modules": [ "campaign_builder" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T19:08:44.456+00:00" }, { "candidate_id": "sol-proposal-1fblh8e", "project_id": "extra_cash", "candidate_type": "software_change_candidate", "title": "Add an offer-testing regression recovery gate", "source_summary": "Offer testing has a high-severity regression failure and repeated behavior-quality signals. The evidence supports a project-scoped patch candidate and new eval coverage, not an immediate Milo skill mutation.", "linked_signal_ids": [ "sentinel-cluster-1xg7yuv", "sentinel-cluster-qoj15x", "sentinel-cluster-1up1fk8", "test:extra_cash:sentinel-regression" ], "proposed_change": "Create a rollbackable offer-testing patch candidate and gate release on existing tests plus reviewed specificity and assisted-flow evals. Preserve isolation from other Milo-backed projects.", "affected_agents": [ "milo" ], "affected_modules": [ "offer_testing" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T19:08:44.456+00:00" }, { "candidate_id": "sol-proposal-ob1eh1", "project_id": "kelly_design_learning_lane", "candidate_type": "software_change_candidate", "title": "Add a floor-planning regression recovery gate", "source_summary": "The floor-planning module has a high-severity test failure and repeated specificity and extra-help signals. Project-specific recovery is required; similarity to other floor-planning projects is not reviewed shared evidence.", "linked_signal_ids": [ "sentinel-cluster-7f3zma", "sentinel-cluster-kiyagh", "sentinel-cluster-1sdgqg1", "test:kelly_design_learning_lane:sentinel-regression" ], "proposed_change": "Create a rollbackable floor-planning patch candidate and require independent project-specific regression, specificity, and assisted-flow proof before any release consideration.", "affected_agents": [ "kelly_design_agent" ], "affected_modules": [ "floor_planning" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T19:08:44.456+00:00" }, { "candidate_id": "sol-proposal-acfz8q", "project_id": "roomsage", "candidate_type": "software_change_candidate", "title": "Add an isolated Roomsage floor-planning recovery gate", "source_summary": "Roomsage has its own high-severity floor-planning regression failure and repeated behavior-quality signals. Shared agent and module names do not justify blending its evidence with another project.", "linked_signal_ids": [ "sentinel-cluster-vtfuhb", "sentinel-cluster-ls5nja", "sentinel-cluster-2eou00", "test:roomsage:sentinel-regression" ], "proposed_change": "Create a rollbackable Roomsage-only patch candidate and enforce independent regression, specificity, and assisted-flow gates before release consideration.", "affected_agents": [ "kelly_design_agent" ], "affected_modules": [ "floor_planning" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T19:08:44.456+00:00" }, { "candidate_id": "sol-proposal-wm97o7", "project_id": "scan_design", "candidate_type": "software_change_candidate", "title": "Add a CRM regression recovery gate", "source_summary": "The CRM module has a high-severity regression failure plus repeated specificity and extra-help signals. This supports a project-scoped patch and eval expansion, not an immediate shared Milo update.", "linked_signal_ids": [ "sentinel-cluster-z3cvd8", "sentinel-cluster-1lfr1fs", "sentinel-cluster-9ltqaz", "test:scan_design:sentinel-regression" ], "proposed_change": "Create a rollbackable CRM patch candidate and block release until existing regression tests and reviewed specificity and assisted-flow cases pass independently.", "affected_agents": [ "milo" ], "affected_modules": [ "crm" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T19:08:44.456+00:00" }, { "candidate_id": "prop_ai_sales_machine_regression_gate", "project_id": "ai_sales_machine", "candidate_type": "software_change_candidate", "title": "Repair and gate the campaign-builder regression", "source_summary": "A high-severity regression failure blocks release, while three specificity signals and three extra-help signals indicate that functional recovery alone may not ensure acceptable campaign-builder behavior.", "linked_signal_ids": [ "sentinel-cluster-wku12n", "sentinel-cluster-129jfl9", "sentinel-cluster-qtp1og", "test:ai_sales_machine:sentinel-regression" ], "proposed_change": "In an isolated branch, reproduce and classify the failing regression, patch only the verified cause, and require the project-specific regression suite plus an independent shadow evaluation for specificity and assisted-flow behavior before release consideration.", "affected_agents": [ "milo" ], "affected_modules": [ "campaign_builder" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T19:02:05.365+00:00" }, { "candidate_id": "prop_extra_cash_regression_gate", "project_id": "extra_cash", "candidate_type": "software_change_candidate", "title": "Repair and gate the offer-testing regression", "source_summary": "The offer-testing module has a high-severity blocking test failure plus repeated specificity and customer-help signals. The safe evidence does not identify the defect or desired behavioral details.", "linked_signal_ids": [ "sentinel-cluster-1xg7yuv", "sentinel-cluster-qoj15x", "sentinel-cluster-1up1fk8", "test:extra_cash:sentinel-regression" ], "proposed_change": "Reproduce and classify the regression in isolation, patch only the confirmed defect, and add a release gate covering regression success, offer-specificity scoring, and assisted-flow completion. Obtain reviewed, de-identified examples before drafting any skill change.", "affected_agents": [ "milo" ], "affected_modules": [ "offer_testing" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T19:02:05.365+00:00" }, { "candidate_id": "prop_kelly_lane_regression_gate", "project_id": "kelly_design_learning_lane", "candidate_type": "software_change_candidate", "title": "Repair and gate the floor-planning regression", "source_summary": "The project has a blocking floor-planning regression and repeated reports of insufficiently specific behavior and extra help. No reviewed examples reveal which planning details are missing.", "linked_signal_ids": [ "sentinel-cluster-7f3zma", "sentinel-cluster-kiyagh", "sentinel-cluster-1sdgqg1", "test:kelly_design_learning_lane:sentinel-regression" ], "proposed_change": "Reproduce and classify the project-local failure, patch only the verified cause, and add independent floor-planning shadow cases scored against an operator-approved specificity rubric. Keep all fixtures isolated from Roomsage despite the shared agent and module labels.", "affected_agents": [ "kelly_design_agent" ], "affected_modules": [ "floor_planning" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T19:02:05.365+00:00" }, { "candidate_id": "prop_onpace_runtime_recovery", "project_id": "onpace", "candidate_type": "software_change_candidate", "title": "Restore and gate the trainer runtime, including the 401 path", "source_summary": "Onpace has a high-severity regression failure and two runtime-unavailable signals tied to a 401 sentinel-product-agent status. Specificity and extra-help signals cannot be interpreted reliably until runtime availability is restored.", "linked_signal_ids": [ "sentinel-cluster-17amfke", "sentinel-cluster-1spiwu6", "sentinel-cluster-65ur2u", "sentinel-cluster-y4zz4l", "onpace:sentinel-product-agent-status:401", "test:onpace:sentinel-regression" ], "proposed_change": "In a non-production environment, trace the 401 across the API, adapter, and sentinel-product-agent runtime path; verify configuration and credential-handling boundaries without exposing secrets; patch only the confirmed cause; then require runtime, regression, persona, mode, specificity, and assisted-flow shadow checks before release consideration.", "affected_agents": [ "onpace_coach" ], "affected_modules": [ "trainer_runtime", "api-onpace-trainer", "onpace-sentinel-adapter" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T19:02:05.365+00:00" }, { "candidate_id": "prop_roomsage_regression_gate", "project_id": "roomsage", "candidate_type": "software_change_candidate", "title": "Repair and gate the Roomsage floor-planning regression", "source_summary": "Roomsage has a blocking regression plus repeated specificity and extra-help signals. Identical module and agent labels in another project do not establish a reviewed shared pattern.", "linked_signal_ids": [ "sentinel-cluster-vtfuhb", "sentinel-cluster-ls5nja", "sentinel-cluster-2eou00", "test:roomsage:sentinel-regression" ], "proposed_change": "Reproduce and classify the Roomsage-local failure, patch only the confirmed cause, and add independent shadow cases for plan specificity and clarification handling. Keep evidence, fixtures, and changes isolated from kelly_design_learning_lane.", "affected_agents": [ "kelly_design_agent" ], "affected_modules": [ "floor_planning" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T19:02:05.365+00:00" }, { "candidate_id": "prop_sales_command_os_regression_gate", "project_id": "sales_command_os", "candidate_type": "software_change_candidate", "title": "Prioritize Milo regression repair and behavior gate", "source_summary": "This project has the strongest repeated signal: eight blocking regression signals, eight specificity signals, and eight extra-help signals. It is the highest-evidence candidate for a project-scoped repair and measurable shadow evaluation.", "linked_signal_ids": [ "sentinel-cluster-1ivla5w", "sentinel-cluster-1n3vjj4", "sentinel-cluster-1ayihn7", "test:sales_command_os:sentinel-regression" ], "proposed_change": "Prioritize reproduction and root-cause classification of the Milo regression, patch only the verified defect, and establish a project-specific release gate that measures task completion, output specificity, clarification quality, and customer extra-help incidence. Draft a separate skill candidate only after reviewed examples identify the missing behavior.", "affected_agents": [ "milo" ], "affected_modules": [ "milo" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T19:02:05.365+00:00" }, { "candidate_id": "prop_scan_design_regression_gate", "project_id": "scan_design", "candidate_type": "software_change_candidate", "title": "Repair and gate the CRM regression", "source_summary": "The CRM module has a blocking regression and repeated specificity and extra-help signals. The evidence supports a release gate but does not identify a safe CRM skill mutation.", "linked_signal_ids": [ "sentinel-cluster-z3cvd8", "sentinel-cluster-1lfr1fs", "sentinel-cluster-9ltqaz", "test:scan_design:sentinel-regression" ], "proposed_change": "Reproduce and classify the CRM failure in isolation, patch only the confirmed cause, and add independent shadow cases measuring CRM output specificity, clarification behavior, and assisted-flow completion before any release decision.", "affected_agents": [ "milo" ], "affected_modules": [ "crm" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T19:02:05.365+00:00" }, { "candidate_id": "prop_onpace_runtime_401", "project_id": "onpace", "candidate_type": "software_change_candidate", "title": "Repair and gate the trainer runtime authentication path", "source_summary": "A documented 401 on the Sentinel product-agent runtime coincides with trainer unavailability and a failed project regression gate. This supports diagnosing runtime configuration or adapter behavior, but does not prove the exact authentication defect.", "linked_signal_ids": [ "sentinel-cluster-17amfke", "sentinel-cluster-1spiwu6", "onpace:sentinel-product-agent-status:401", "test:onpace:sentinel-regression" ], "proposed_change": "In a non-production environment, reproduce the 401, classify whether configuration or adapter logic is responsible, add a sanitized authentication-path regression test, and prepare a rollback-capable patch. Keep release blocked until the full Onpace suite and shadow runtime checks pass.", "affected_agents": [ "onpace_coach" ], "affected_modules": [ "trainer_runtime", "onpace-sentinel-adapter" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T18:59:38.817+00:00" }, { "candidate_id": "prop_sales_command_regression", "project_id": "sales_command_os", "candidate_type": "software_change_candidate", "title": "Diagnose and patch the Milo regression blocker", "source_summary": "Eight high-severity regression signals mark the module as blocked. Eight behavior-review and customer-help signals indicate that acceptance coverage should include output usefulness, but the artifacts do not identify the failing test or root cause.", "linked_signal_ids": [ "sentinel-cluster-1ivla5w", "sentinel-cluster-1n3vjj4", "sentinel-cluster-1ayihn7" ], "proposed_change": "Isolate the failing test category, add a minimal deterministic reproduction, prepare the smallest rollback-capable patch, and preserve the failing case as a mandatory project release gate.", "affected_agents": [ "milo" ], "affected_modules": [ "milo" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T18:59:38.817+00:00" }, { "candidate_id": "prop_ai_sales_machine_regression", "project_id": "ai_sales_machine", "candidate_type": "software_change_candidate", "title": "Add a blocking campaign-builder regression recovery gate", "source_summary": "Three high-severity test-failure signals block the module, while reviewed-output and customer-flow signals indicate unresolved behavior quality. The exact defect remains unspecified.", "linked_signal_ids": [ "sentinel-cluster-wku12n", "sentinel-cluster-129jfl9", "sentinel-cluster-qtp1og" ], "proposed_change": "Reproduce and classify the campaign-builder failure, preserve it as a deterministic project test, and prepare a minimal reversible patch. Add specificity and safe-fallback assertions without prescribing a prompt change until rubric evidence exists.", "affected_agents": [ "milo" ], "affected_modules": [ "campaign_builder" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T18:59:38.817+00:00" }, { "candidate_id": "prop_extra_cash_regression", "project_id": "extra_cash", "candidate_type": "software_change_candidate", "title": "Add a blocking offer-testing regression recovery gate", "source_summary": "Three high-severity test-failure signals block offer_testing. Separate review and customer-flow signals suggest insufficiently specific behavior, but provide no defect-level detail.", "linked_signal_ids": [ "sentinel-cluster-1xg7yuv", "sentinel-cluster-qoj15x", "sentinel-cluster-1up1fk8" ], "proposed_change": "Create a deterministic reproduction of the offer-testing failure, diagnose its layer, and prepare the smallest rollback-capable patch. Add project-only assertions for actionable specificity and safe handling of missing inputs.", "affected_agents": [ "milo" ], "affected_modules": [ "offer_testing" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T18:59:38.817+00:00" }, { "candidate_id": "prop_kelly_lane_regression", "project_id": "kelly_design_learning_lane", "candidate_type": "software_change_candidate", "title": "Add a blocking floor-planning regression recovery gate", "source_summary": "Three high-severity test-failure signals block floor_planning, with separate evidence of insufficient specificity and additional customer help. No artifact identifies the precise planning defect.", "linked_signal_ids": [ "sentinel-cluster-7f3zma", "sentinel-cluster-kiyagh", "sentinel-cluster-1sdgqg1" ], "proposed_change": "Reproduce the failure with sanitized project fixtures, classify whether it is logic, contract, or evaluation related, and prepare a reversible patch. Preserve the case as a release gate with project-specific completeness checks.", "affected_agents": [ "kelly_design_agent" ], "affected_modules": [ "floor_planning" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T18:59:38.817+00:00" }, { "candidate_id": "prop_roomsage_regression", "project_id": "roomsage", "candidate_type": "software_change_candidate", "title": "Add a blocking RoomSage floor-planning recovery gate", "source_summary": "Three high-severity regression signals block the RoomSage module. Behavior-review and customer-flow evidence indicate a possible specificity gap, but must remain separate from the similarly named floor-planning project.", "linked_signal_ids": [ "sentinel-cluster-vtfuhb", "sentinel-cluster-ls5nja", "sentinel-cluster-2eou00" ], "proposed_change": "Use RoomSage-only fixtures to reproduce and classify the failure, then prepare a minimal reversible patch and mandatory release gate. Do not reuse another project's examples, rubrics, or fixes without reviewed de-identification.", "affected_agents": [ "kelly_design_agent" ], "affected_modules": [ "floor_planning" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T18:59:38.817+00:00" }, { "candidate_id": "prop_sales_command_specificity_eval", "project_id": "sales_command_os", "candidate_type": "skill_change_candidate", "title": "Create a project-specific Milo specificity eval before changing the skill", "source_summary": "Eight reviewed-output signals report insufficient specificity and eight customer-flow signals report extra help. This is the strongest repeated behavior signal, but no examples or rubric dimensions are supplied, so an eval is safer than an immediate skill mutation.", "linked_signal_ids": [ "sentinel-cluster-1n3vjj4", "sentinel-cluster-1ayihn7", "obsidian:projects/sales_command_os/sentinel/agent-review.md" ], "proposed_change": "Build a sanitized, project-scoped held-out eval that scores actionable specificity, required-context handling, unsupported-detail avoidance, and need for follow-up help. Use it to compare the current skill with candidate revisions in shadow only.", "affected_agents": [ "milo" ], "affected_modules": [ "milo" ], "eval_required": true, "software_patch_required": false, "skill_patch_required": true, "dataset_candidate": false, "operator_review_required": true, "status": "eval_or_shadow_failed_needs_revision", "created_at": "2026-07-31T18:59:38.817+00:00" }, { "candidate_id": "prop_onpace_runtime_auth_001", "project_id": "onpace", "candidate_type": "software_change_candidate", "title": "Diagnose and patch the trainer runtime 401 behind a rollback flag", "source_summary": "The trainer runtime is unavailable and reports status 401; a separate high-severity regression signal also blocks release. This indicates a likely runtime configuration or adapter defect, but the supplied evidence does not identify the exact authentication cause.", "linked_signal_ids": [ "onpace:functions:api-onpace-trainer", "onpace:adapter:onpace-sentinel-adapter", "onpace:runtime-path:sentinel_product_agent", "onpace:sentinel-product-agent-status:401", "test:onpace:sentinel-regression" ], "proposed_change": "Operator-review candidate: identify the failing authorization boundary, correct only the project-scoped runtime configuration or adapter behavior, add a sanitized 401 diagnostic, and place the change behind a rollback flag. Preserve the current release block until independent integration and shadow checks pass.", "affected_agents": [ "onpace_coach" ], "affected_modules": [ "trainer_runtime", "onpace-sentinel-adapter" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T18:59:09.272+00:00" }, { "candidate_id": "prop_sales_command_regression_001", "project_id": "sales_command_os", "candidate_type": "software_change_candidate", "title": "Keep Milo release blocked and isolate the failing regression", "source_summary": "Eight high-severity regression signals indicate a repeatable failure in the Milo module. The artifact does not expose the failing assertion, so implementing a speculative patch would be unsafe.", "linked_signal_ids": [ "test:sales_command_os:sentinel-regression" ], "proposed_change": "Create a project-scoped failing-case manifest with sanitized inputs, expected outputs, failure category, and component attribution. Require the isolated failing test and full regression suite to pass before any release candidate can advance.", "affected_agents": [ "milo" ], "affected_modules": [ "milo" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T18:59:09.272+00:00" }, { "candidate_id": "prop_ai_sales_regression_001", "project_id": "ai_sales_machine", "candidate_type": "software_change_candidate", "title": "Add a blocking campaign-builder regression recovery gate", "source_summary": "Three high-severity regression signals block the campaign builder. Reviewed-output and customer-flow signals also exist, but behavior iteration must wait until the software baseline is stable.", "linked_signal_ids": [ "test:ai_sales_machine:sentinel-regression", "obsidian:projects/ai_sales_machine/sentinel/agent-review.md", "app-event:ai_sales_machine:customer-behavior-count" ], "proposed_change": "Reproduce and classify the failing campaign-builder cases using sanitized fixtures, patch only the attributed defect, and require isolated plus full-suite independent passes. Retain a rollback path and the current release block.", "affected_agents": [ "milo" ], "affected_modules": [ "campaign_builder" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T18:59:09.272+00:00" }, { "candidate_id": "prop_extra_cash_regression_001", "project_id": "extra_cash", "candidate_type": "software_change_candidate", "title": "Add a blocking offer-testing regression recovery gate", "source_summary": "Three high-severity regression signals block offer testing. The current summary lacks enough defect detail for a safe implementation decision.", "linked_signal_ids": [ "test:extra_cash:sentinel-regression", "obsidian:projects/extra_cash/sentinel/agent-review.md", "app-event:extra_cash:customer-behavior-count" ], "proposed_change": "Create sanitized reproductions, attribute the failure, propose a narrowly scoped patch, and require independent isolated and full-suite passes before operator release review.", "affected_agents": [ "milo" ], "affected_modules": [ "offer_testing" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T18:59:09.272+00:00" }, { "candidate_id": "prop_kelly_lane_regression_001", "project_id": "kelly_design_learning_lane", "candidate_type": "software_change_candidate", "title": "Add a blocking floor-planning regression recovery gate", "source_summary": "Three high-severity regression signals block floor planning. Behavior-specificity and extra-help signals should be evaluated only after baseline correctness is restored.", "linked_signal_ids": [ "test:kelly_design_learning_lane:sentinel-regression", "obsidian:projects/kelly_design_learning_lane/sentinel/agent-review.md", "app-event:kelly_design_learning_lane:customer-behavior-count" ], "proposed_change": "Capture sanitized failing floor-planning fixtures, classify the defect, implement a narrow rollback-enabled candidate, and require independent full-suite proof before release consideration.", "affected_agents": [ "kelly_design_agent" ], "affected_modules": [ "floor_planning" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T18:59:09.272+00:00" }, { "candidate_id": "prop_roomsage_regression_001", "project_id": "roomsage", "candidate_type": "software_change_candidate", "title": "Add an isolated RoomSage floor-planning recovery gate", "source_summary": "Three high-severity regression signals block RoomSage floor planning. Similar module names elsewhere are not proof of a shared defect and must remain isolated.", "linked_signal_ids": [ "test:roomsage:sentinel-regression", "obsidian:projects/roomsage/sentinel/agent-review.md", "app-event:roomsage:customer-behavior-count" ], "proposed_change": "Build RoomSage-only sanitized reproductions, locate the failing component, create a rollback-enabled patch candidate, and require independent isolated and full-suite passes.", "affected_agents": [ "kelly_design_agent" ], "affected_modules": [ "floor_planning" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "operator_review_required", "created_at": "2026-07-31T18:59:09.272+00:00" }, { "candidate_id": "prop_sales_command_specificity_002", "project_id": "sales_command_os", "candidate_type": "skill_change_candidate", "title": "Build a project-specific Milo specificity contract and shadow eval", "source_summary": "Eight reviewed-output signals report insufficient specificity, and eight customer-flow signals report extra help was needed. This supports an eval-ready behavior candidate, but not an unreviewed prompt mutation.", "linked_signal_ids": [ "obsidian:projects/sales_command_os/sentinel/agent-review.md", "app-event:sales_command_os:customer-behavior-count", "test:sales_command_os:sentinel-regression" ], "proposed_change": "Derive an operator-reviewed, project-only rubric from sanitized reviewed examples. Require Milo outputs to state the recommended action, project-relevant rationale, required inputs, constraints, and an explicit next step. Compare the candidate against the current skill in shadow mode only after the regression block is cleared.", "affected_agents": [ "milo" ], "affected_modules": [ "milo" ], "eval_required": true, "software_patch_required": false, "skill_patch_required": true, "dataset_candidate": false, "operator_review_required": true, "status": "eval_or_shadow_failed_needs_revision", "created_at": "2026-07-31T18:59:09.272+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_intake_none_none_observed_measure_outcomes_0_20260731185351", "project_id": "unregistered_product_adapter", "candidate_type": "software_change_candidate", "title": "Business Intake None Observed improvement", "source_summary": "1 safe Product Event signal(s) show None Observed with correction Measure Outcomes.", "linked_signal_ids": [ "sentinel-event-signal_unregistered_product_adapter_unknown_producer_product_event_sales_command_app_shell_route_view_intake_2026_07_31_20260731185351" ], "proposed_change": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "affected_agents": [], "affected_modules": [ "business_intake" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "candidate_pending_review", "created_at": "2026-07-31T18:53:51.614+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_plan_none_none_observed_measure_outcomes_0_20260731171112", "project_id": "unregistered_product_adapter", "candidate_type": "software_change_candidate", "title": "Business Plan None Observed improvement", "source_summary": "1 safe Product Event signal(s) show None Observed with correction Measure Outcomes.", "linked_signal_ids": [ "sentinel-event-signal_unregistered_product_adapter_unknown_producer_product_event_sales_command_app_shell_route_view_plan_2026_07_31_20260731171112" ], "proposed_change": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "affected_agents": [], "affected_modules": [ "business_plan" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "candidate_pending_review", "created_at": "2026-07-31T17:11:12.711+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_command_center_none_none_observed_measure_outcomes_0_20260731154432", "project_id": "unregistered_product_adapter", "candidate_type": "software_change_candidate", "title": "Command Center None Observed improvement", "source_summary": "1 safe Product Event signal(s) show None Observed with correction Measure Outcomes.", "linked_signal_ids": [ "sentinel-event-signal_unregistered_product_adapter_unknown_producer_product_event_sales_command_app_shell_route_view_command_2026_07_31_20260731154432" ], "proposed_change": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "affected_agents": [], "affected_modules": [ "command_center" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "candidate_pending_review", "created_at": "2026-07-31T15:44:32.412+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_growth_studio_none_none_observed_measure_outcomes_0_20260731154114", "project_id": "unregistered_product_adapter", "candidate_type": "software_change_candidate", "title": "Growth Studio None Observed improvement", "source_summary": "1 safe Product Event signal(s) show None Observed with correction Measure Outcomes.", "linked_signal_ids": [ "sentinel-event-signal_unregistered_product_adapter_unknown_producer_product_event_sales_command_app_shell_route_view_growth_2026_07_31_20260731154114" ], "proposed_change": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "affected_agents": [], "affected_modules": [ "growth_studio" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "candidate_pending_review", "created_at": "2026-07-31T15:41:14.108+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_revenue_numbers_none_none_observed_measure_outcomes_0_20260731153516", "project_id": "unregistered_product_adapter", "candidate_type": "software_change_candidate", "title": "Revenue Numbers None Observed improvement", "source_summary": "1 safe Product Event signal(s) show None Observed with correction Measure Outcomes.", "linked_signal_ids": [ "sentinel-event-signal_unregistered_product_adapter_unknown_producer_product_event_sales_command_app_shell_route_view_numbers_2026_07_31_20260731153516" ], "proposed_change": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "affected_agents": [], "affected_modules": [ "revenue_numbers" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "candidate_pending_review", "created_at": "2026-07-31T15:35:16.876+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_program_builder_none_none_observed_measure_outcomes_0_20260731153516", "project_id": "unregistered_product_adapter", "candidate_type": "software_change_candidate", "title": "Program Builder None Observed improvement", "source_summary": "1 safe Product Event signal(s) show None Observed with correction Measure Outcomes.", "linked_signal_ids": [ "sentinel-event-signal_unregistered_product_adapter_unknown_producer_product_event_sales_command_app_shell_route_view_program_2026_07_31_20260731153516" ], "proposed_change": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "affected_agents": [], "affected_modules": [ "program_builder" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "candidate_pending_review", "created_at": "2026-07-31T15:35:16.341+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_milo_assistant_none_none_observed_measure_outcomes_0_20260731153515", "project_id": "unregistered_product_adapter", "candidate_type": "software_change_candidate", "title": "Milo Assistant None Observed improvement", "source_summary": "1 safe Product Event signal(s) show None Observed with correction Measure Outcomes.", "linked_signal_ids": [ "sentinel-event-signal_unregistered_product_adapter_unknown_producer_product_event_sales_command_app_shell_route_view_milo_2026_07_31_20260731153515" ], "proposed_change": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "affected_agents": [], "affected_modules": [ "milo_assistant" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "candidate_pending_review", "created_at": "2026-07-31T15:35:15.816+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_mobile_calendar_none_none_observed_measure_outcomes_0_20260731153515", "project_id": "unregistered_product_adapter", "candidate_type": "software_change_candidate", "title": "Mobile Calendar None Observed improvement", "source_summary": "1 safe Product Event signal(s) show None Observed with correction Measure Outcomes.", "linked_signal_ids": [ "sentinel-event-signal_unregistered_product_adapter_unknown_producer_product_event_sales_command_app_shell_route_view_mobile_2026_07_31_20260731153515" ], "proposed_change": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "affected_agents": [], "affected_modules": [ "mobile_calendar" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "candidate_pending_review", "created_at": "2026-07-31T15:35:15.316+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_calendar_command_none_none_observed_measure_outcomes_0_20260731153514", "project_id": "unregistered_product_adapter", "candidate_type": "software_change_candidate", "title": "Calendar Command None Observed improvement", "source_summary": "1 safe Product Event signal(s) show None Observed with correction Measure Outcomes.", "linked_signal_ids": [ "sentinel-event-signal_unregistered_product_adapter_unknown_producer_product_event_sales_command_app_shell_route_view_calendar_2026_07_31_20260731153514" ], "proposed_change": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "affected_agents": [], "affected_modules": [ "calendar_command" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "candidate_pending_review", "created_at": "2026-07-31T15:35:14.775+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_crm_mirror_none_none_observed_measure_outcomes_0_20260731153514", "project_id": "unregistered_product_adapter", "candidate_type": "software_change_candidate", "title": "Crm Mirror None Observed improvement", "source_summary": "1 safe Product Event signal(s) show None Observed with correction Measure Outcomes.", "linked_signal_ids": [ "sentinel-event-signal_unregistered_product_adapter_unknown_producer_product_event_sales_command_app_shell_route_view_crm_2026_07_31_20260731153514" ], "proposed_change": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "affected_agents": [], "affected_modules": [ "crm_mirror" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "candidate_pending_review", "created_at": "2026-07-31T15:35:14.186+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_approvals_none_none_observed_measure_outcomes_0_20260731153513", "project_id": "unregistered_product_adapter", "candidate_type": "software_change_candidate", "title": "Approvals None Observed improvement", "source_summary": "1 safe Product Event signal(s) show None Observed with correction Measure Outcomes.", "linked_signal_ids": [ "sentinel-event-signal_unregistered_product_adapter_unknown_producer_product_event_sales_command_app_shell_route_view_approvals_2026_07_31_20260731153513" ], "proposed_change": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "affected_agents": [], "affected_modules": [ "approvals" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "candidate_pending_review", "created_at": "2026-07-31T15:35:13.651+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_growth_studio_none_none_observed_measure_outcomes_0_20260731153513", "project_id": "unregistered_product_adapter", "candidate_type": "software_change_candidate", "title": "Growth Studio None Observed improvement", "source_summary": "1 safe Product Event signal(s) show None Observed with correction Measure Outcomes.", "linked_signal_ids": [ "sentinel-event-signal_unregistered_product_adapter_unknown_producer_product_event_sales_command_app_shell_route_view_growth_2026_07_31_20260731153513" ], "proposed_change": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "affected_agents": [], "affected_modules": [ "growth_studio" ], "eval_required": true, "software_patch_required": true, "skill_patch_required": false, "dataset_candidate": false, "operator_review_required": true, "status": "candidate_pending_review", "created_at": "2026-07-31T15:35:13.173+00:00" } ], "evalCandidates": [ { "candidate_id": "sol-proposal-rrfib9", "project_id": "onpace", "eval_key": "onpace_coach_snack_choice_outcomes_v1", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T20:09:17.299+00:00" }, { "candidate_id": "sol-proposal-3tw1wp", "project_id": "sales_command_os", "eval_key": "sales_command_os_milo_specificity_revision_v2", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T20:09:17.299+00:00" }, { "candidate_id": "sol-proposal-eu0ej4", "project_id": "sales_command_os", "eval_key": "sales_command_os_milo_finalization_gate_v1", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T20:09:17.299+00:00" }, { "candidate_id": "sol-proposal-rrfib9", "project_id": "onpace", "eval_key": "onpace_food_choice_help_response_contract_v1", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T20:01:51.92+00:00" }, { "candidate_id": "sol-proposal-rrfib9", "project_id": "onpace", "eval_key": "onpace_food_choice_coach_shadow_quality_v1", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T19:31:43.191+00:00" }, { "candidate_id": "sol-proposal-1fkki42", "project_id": "roomsage", "eval_key": "roomsage_floor_planning_regression", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T19:11:07.043+00:00" }, { "candidate_id": "sol-proposal-1ptrm7b", "project_id": "sales_command_os", "eval_key": "sales_command_os_milo_regression", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T19:11:07.043+00:00" }, { "candidate_id": "sol-proposal-w6cicv", "project_id": "scan_design", "eval_key": "scan_design_crm_regression", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T19:11:07.043+00:00" }, { "candidate_id": "sol-proposal-1cyflbd", "project_id": "kelly_design_learning_lane", "eval_key": "kelly_design_learning_lane_floor_planning_regression", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T19:11:07.043+00:00" }, { "candidate_id": "sol-proposal-ix6hdi", "project_id": "extra_cash", "eval_key": "extra_cash_offer_testing_regression", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T19:11:07.043+00:00" }, { "candidate_id": "sol-proposal-126ahun", "project_id": "ai_sales_machine", "eval_key": "ai_sales_machine_campaign_builder_regression", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T19:11:07.043+00:00" }, { "candidate_id": "sol-proposal-f1u0ew", "project_id": "onpace", "eval_key": "onpace_trainer_runtime_401_recovery", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T19:11:07.043+00:00" }, { "candidate_id": "sol-proposal-b54pf3", "project_id": "ai_sales_machine", "eval_key": "ai_sales_machine_campaign_builder_release_gate_v1", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T19:08:44.456+00:00" }, { "candidate_id": "sol-proposal-1fblh8e", "project_id": "extra_cash", "eval_key": "extra_cash_offer_testing_release_gate_v1", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T19:08:44.456+00:00" }, { "candidate_id": "sol-proposal-wm97o7", "project_id": "scan_design", "eval_key": "scan_design_crm_release_gate_v1", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T19:08:44.456+00:00" }, { "candidate_id": "sol-proposal-ob1eh1", "project_id": "kelly_design_learning_lane", "eval_key": "kelly_design_learning_lane_floor_planning_release_gate_v1", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T19:08:44.456+00:00" }, { "candidate_id": "sol-proposal-18cwqcm", "project_id": "sales_command_os", "eval_key": "sales_command_os_milo_release_gate_v1", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T19:08:44.456+00:00" }, { "candidate_id": "sol-proposal-1h72r9f", "project_id": "onpace", "eval_key": "onpace_trainer_runtime_401_recovery_v1", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T19:08:44.456+00:00" }, { "candidate_id": "sol-proposal-acfz8q", "project_id": "roomsage", "eval_key": "roomsage_floor_planning_release_gate_v1", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T19:08:44.456+00:00" }, { "candidate_id": "prop_sales_command_os_regression_gate", "project_id": "sales_command_os", "eval_key": "sales_command_os_milo_recovery_v1", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T19:02:05.365+00:00" }, { "candidate_id": "prop_kelly_lane_regression_gate", "project_id": "kelly_design_learning_lane", "eval_key": "kelly_design_learning_lane_floor_planning_recovery_v1", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T19:02:05.365+00:00" }, { "candidate_id": "prop_roomsage_regression_gate", "project_id": "roomsage", "eval_key": "roomsage_floor_planning_recovery_v1", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T19:02:05.365+00:00" }, { "candidate_id": "prop_scan_design_regression_gate", "project_id": "scan_design", "eval_key": "scan_design_crm_recovery_v1", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T19:02:05.365+00:00" }, { "candidate_id": "prop_extra_cash_regression_gate", "project_id": "extra_cash", "eval_key": "extra_cash_offer_testing_recovery_v1", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T19:02:05.365+00:00" }, { "candidate_id": "prop_ai_sales_machine_regression_gate", "project_id": "ai_sales_machine", "eval_key": "ai_sales_machine_campaign_builder_recovery_v1", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T19:02:05.365+00:00" }, { "candidate_id": "prop_onpace_runtime_recovery", "project_id": "onpace", "eval_key": "onpace_trainer_runtime_recovery_v1", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T19:02:05.365+00:00" }, { "candidate_id": "prop_sales_command_specificity_eval", "project_id": "sales_command_os", "eval_key": "sales_command_os_milo_specificity_v1", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T18:59:38.817+00:00" }, { "candidate_id": "prop_onpace_runtime_401", "project_id": "onpace", "eval_key": "onpace_trainer_runtime_auth_path_v1", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T18:59:38.817+00:00" }, { "candidate_id": "prop_sales_command_regression", "project_id": "sales_command_os", "eval_key": "sales_command_os_milo_regression_gate_v1", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T18:59:38.817+00:00" }, { "candidate_id": "prop_onpace_runtime_auth_001", "project_id": "onpace", "eval_key": "onpace_trainer_runtime_auth_recovery_v1", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T18:59:09.272+00:00" }, { "candidate_id": "prop_sales_command_regression_001", "project_id": "sales_command_os", "eval_key": "sales_command_os_milo_regression_recovery_v1", "eval_type": "sol_proposal_regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T18:59:09.272+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_intake_none_none_observed_measure_outcomes_0_20260731185351", "project_id": "unregistered_product_adapter", "eval_key": "sentinel_eval_unregistered_product_adapter_sentinel_candidate_software_change_candidate_business_intake_none_none_observed_measure_outcomes_0_20260731185351", "eval_type": "regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T18:53:51.614+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_plan_none_none_observed_measure_outcomes_0_20260731171112", "project_id": "unregistered_product_adapter", "eval_key": "sentinel_eval_unregistered_product_adapter_sentinel_candidate_software_change_candidate_business_plan_none_none_observed_measure_outcomes_0_20260731171112", "eval_type": "regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T17:11:12.711+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_command_center_none_none_observed_measure_outcomes_0_20260731154432", "project_id": "unregistered_product_adapter", "eval_key": "sentinel_eval_unregistered_product_adapter_sentinel_candidate_software_change_candidate_command_center_none_none_observed_measure_outcomes_0_20260731154432", "eval_type": "regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T15:44:32.412+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_growth_studio_none_none_observed_measure_outcomes_0_20260731154114", "project_id": "unregistered_product_adapter", "eval_key": "sentinel_eval_unregistered_product_adapter_sentinel_candidate_software_change_candidate_growth_studio_none_none_observed_measure_outcomes_0_20260731154114", "eval_type": "regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T15:41:14.108+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_revenue_numbers_none_none_observed_measure_outcomes_0_20260731153516", "project_id": "unregistered_product_adapter", "eval_key": "sentinel_eval_unregistered_product_adapter_sentinel_candidate_software_change_candidate_revenue_numbers_none_none_observed_measure_outcomes_0_20260731153516", "eval_type": "regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T15:35:16.876+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_program_builder_none_none_observed_measure_outcomes_0_20260731153516", "project_id": "unregistered_product_adapter", "eval_key": "sentinel_eval_unregistered_product_adapter_sentinel_candidate_software_change_candidate_program_builder_none_none_observed_measure_outcomes_0_20260731153516", "eval_type": "regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T15:35:16.341+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_milo_assistant_none_none_observed_measure_outcomes_0_20260731153515", "project_id": "unregistered_product_adapter", "eval_key": "sentinel_eval_unregistered_product_adapter_sentinel_candidate_software_change_candidate_milo_assistant_none_none_observed_measure_outcomes_0_20260731153515", "eval_type": "regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T15:35:15.816+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_mobile_calendar_none_none_observed_measure_outcomes_0_20260731153515", "project_id": "unregistered_product_adapter", "eval_key": "sentinel_eval_unregistered_product_adapter_sentinel_candidate_software_change_candidate_mobile_calendar_none_none_observed_measure_outcomes_0_20260731153515", "eval_type": "regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T15:35:15.316+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_calendar_command_none_none_observed_measure_outcomes_0_20260731153514", "project_id": "unregistered_product_adapter", "eval_key": "sentinel_eval_unregistered_product_adapter_sentinel_candidate_software_change_candidate_calendar_command_none_none_observed_measure_outcomes_0_20260731153514", "eval_type": "regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T15:35:14.775+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_crm_mirror_none_none_observed_measure_outcomes_0_20260731153514", "project_id": "unregistered_product_adapter", "eval_key": "sentinel_eval_unregistered_product_adapter_sentinel_candidate_software_change_candidate_crm_mirror_none_none_observed_measure_outcomes_0_20260731153514", "eval_type": "regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T15:35:14.186+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_approvals_none_none_observed_measure_outcomes_0_20260731153513", "project_id": "unregistered_product_adapter", "eval_key": "sentinel_eval_unregistered_product_adapter_sentinel_candidate_software_change_candidate_approvals_none_none_observed_measure_outcomes_0_20260731153513", "eval_type": "regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T15:35:13.651+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_growth_studio_none_none_observed_measure_outcomes_0_20260731153513", "project_id": "unregistered_product_adapter", "eval_key": "sentinel_eval_unregistered_product_adapter_sentinel_candidate_software_change_candidate_growth_studio_none_none_observed_measure_outcomes_0_20260731153513", "eval_type": "regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T15:35:13.173+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_intake_none_none_observed_measure_outcomes_0_20260731153512", "project_id": "unregistered_product_adapter", "eval_key": "sentinel_eval_unregistered_product_adapter_sentinel_candidate_software_change_candidate_business_intake_none_none_observed_measure_outcomes_0_20260731153512", "eval_type": "regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T15:35:12.181+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_command_center_none_none_observed_measure_outcomes_0_20260731153503", "project_id": "unregistered_product_adapter", "eval_key": "sentinel_eval_unregistered_product_adapter_sentinel_candidate_software_change_candidate_command_center_none_none_observed_measure_outcomes_0_20260731153503", "eval_type": "regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T15:35:03.702+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_account_boundary_none_none_observed_measure_outcomes_0_20260731153456", "project_id": "unregistered_product_adapter", "eval_key": "sentinel_eval_unregistered_product_adapter_sentinel_candidate_software_change_candidate_account_boundary_none_none_observed_measure_outcomes_0_20260731153456", "eval_type": "regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T15:34:56.237+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_revenue_numbers_none_none_observed_measure_outcomes_0_20260731153456", "project_id": "unregistered_product_adapter", "eval_key": "sentinel_eval_unregistered_product_adapter_sentinel_candidate_software_change_candidate_revenue_numbers_none_none_observed_measure_outcomes_0_20260731153456", "eval_type": "regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T15:34:56.032+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_program_builder_none_none_observed_measure_outcomes_0_20260731153455", "project_id": "unregistered_product_adapter", "eval_key": "sentinel_eval_unregistered_product_adapter_sentinel_candidate_software_change_candidate_program_builder_none_none_observed_measure_outcomes_0_20260731153455", "eval_type": "regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T15:34:55.877+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_milo_assistant_none_none_observed_measure_outcomes_0_20260731153455", "project_id": "unregistered_product_adapter", "eval_key": "sentinel_eval_unregistered_product_adapter_sentinel_candidate_software_change_candidate_milo_assistant_none_none_observed_measure_outcomes_0_20260731153455", "eval_type": "regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T15:34:55.692+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_mobile_calendar_none_none_observed_measure_outcomes_0_20260731153455", "project_id": "unregistered_product_adapter", "eval_key": "sentinel_eval_unregistered_product_adapter_sentinel_candidate_software_change_candidate_mobile_calendar_none_none_observed_measure_outcomes_0_20260731153455", "eval_type": "regression", "allowed_use": "eval_only", "status": "candidate_pending_review", "created_at": "2026-07-31T15:34:55.526+00:00" } ], "skillChangeCandidates": [ { "candidate_id": "sentinel-candidate_software_change_candidate_trainer_runtime_onpace_coach_none_observed_measure_outcomes_0_20260723191532", "project_id": "onpace", "skill_key": "onpace_coach", "proposed_version": "draft", "change_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_eval_key": "sentinel_eval_onpace_sentinel_candidate_software_change_candidate_trainer_runtime_onpace_coach_none_observed_measure_outcomes_0_20260723191532", "approval_status": "needs_review", "created_at": "2026-07-23T19:15:32.542+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_trainer_runtime_onpace_coach_none_observed_measure_outcomes_0_20260723191055", "project_id": "onpace", "skill_key": "onpace_coach", "proposed_version": "draft", "change_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_eval_key": "sentinel_eval_onpace_sentinel_candidate_software_change_candidate_trainer_runtime_onpace_coach_none_observed_measure_outcomes_0_20260723191055", "approval_status": "needs_review", "created_at": "2026-07-23T19:10:55.863+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_trainer_runtime_onpace_coach_none_observed_measure_outcomes_0_20260723184801", "project_id": "onpace", "skill_key": "onpace_coach", "proposed_version": "draft", "change_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_eval_key": "sentinel_eval_onpace_sentinel_candidate_software_change_candidate_trainer_runtime_onpace_coach_none_observed_measure_outcomes_0_20260723184801", "approval_status": "needs_review", "created_at": "2026-07-23T18:48:01.07+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_trainer_runtime_onpace_coach_none_observed_measure_outcomes_0_20260723184651", "project_id": "onpace", "skill_key": "onpace_coach", "proposed_version": "draft", "change_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_eval_key": "sentinel_eval_onpace_sentinel_candidate_software_change_candidate_trainer_runtime_onpace_coach_none_observed_measure_outcomes_0_20260723184651", "approval_status": "needs_review", "created_at": "2026-07-23T18:46:51.487+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_trainer_runtime_onpace_coach_none_observed_measure_outcomes_0_20260723184604", "project_id": "onpace", "skill_key": "onpace_coach", "proposed_version": "draft", "change_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_eval_key": "sentinel_eval_onpace_sentinel_candidate_software_change_candidate_trainer_runtime_onpace_coach_none_observed_measure_outcomes_0_20260723184604", "approval_status": "needs_review", "created_at": "2026-07-23T18:46:04.237+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_trainer_runtime_onpace_coach_trainer_runtime_unavailable_needs_runtime_configuration_or_software_patch_0_20260723184153", "project_id": "onpace", "skill_key": "onpace_coach", "proposed_version": "draft", "change_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_eval_key": "sentinel_eval_onpace_sentinel_candidate_software_change_candidate_trainer_runtime_onpace_coach_trainer_runtime_unavailable_needs_runtime_configuration_or_software_patch_0_20260723184153", "approval_status": "needs_review", "created_at": "2026-07-23T18:41:53.893+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_trainer_runtime_onpace_coach_trainer_runtime_unavailable_needs_runtime_configuration_or_software_patch_0_20260723184142", "project_id": "onpace", "skill_key": "onpace_coach", "proposed_version": "draft", "change_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_eval_key": "sentinel_eval_onpace_sentinel_candidate_software_change_candidate_trainer_runtime_onpace_coach_trainer_runtime_unavailable_needs_runtime_configuration_or_software_patch_0_20260723184142", "approval_status": "needs_review", "created_at": "2026-07-23T18:41:42.43+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_customer_operating_profile_milo_feedback_negative_unspecified_wrong_0_20260717213523", "project_id": "sales_command_os", "skill_key": "milo", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_sales_command_os_sentinel_candidate_skill_change_candidate_customer_operating_profile_milo_feedback_negative_unspecified_wrong_0_20260717213523", "approval_status": "needs_review", "created_at": "2026-07-17T21:35:23.046+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_milo_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260717203433", "project_id": "sales_command_os", "skill_key": "milo", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_sales_command_os_sentinel_candidate_skill_change_candidate_milo_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260717203433", "approval_status": "needs_review", "created_at": "2026-07-17T20:34:33.015+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_crm_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619235042", "project_id": "scan_design", "skill_key": "milo", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_scan_design_sentinel_candidate_skill_change_candidate_crm_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619235042", "approval_status": "needs_review", "created_at": "2026-06-19T23:50:42.431+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_milo_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619235041", "project_id": "sales_command_os", "skill_key": "milo", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_sales_command_os_sentinel_candidate_skill_change_candidate_milo_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619235041", "approval_status": "needs_review", "created_at": "2026-06-19T23:50:41.953+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_floor_planning_kelly_design_agent_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619235041", "project_id": "roomsage", "skill_key": "kelly_design_agent", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_roomsage_sentinel_candidate_skill_change_candidate_floor_planning_kelly_design_agent_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619235041", "approval_status": "needs_review", "created_at": "2026-06-19T23:50:41.465+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_trainer_runtime_onpace_coach_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619235040", "project_id": "onpace", "skill_key": "onpace_coach", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_onpace_sentinel_candidate_skill_change_candidate_trainer_runtime_onpace_coach_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619235040", "approval_status": "needs_review", "created_at": "2026-06-19T23:50:40.98+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_floor_planning_kelly_design_agent_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619235040", "project_id": "kelly_design_learning_lane", "skill_key": "kelly_design_agent", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_kelly_design_learning_lane_sentinel_candidate_skill_change_candidate_floor_planning_kelly_design_agent_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619235040", "approval_status": "needs_review", "created_at": "2026-06-19T23:50:40.478+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_offer_testing_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619235039", "project_id": "extra_cash", "skill_key": "milo", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_extra_cash_sentinel_candidate_skill_change_candidate_offer_testing_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619235039", "approval_status": "needs_review", "created_at": "2026-06-19T23:50:39.929+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_campaign_builder_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619235039", "project_id": "ai_sales_machine", "skill_key": "milo", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_ai_sales_machine_sentinel_candidate_skill_change_candidate_campaign_builder_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619235039", "approval_status": "needs_review", "created_at": "2026-06-19T23:50:39.27+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_milo_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234856", "project_id": "sales_command_os", "skill_key": "milo", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_sales_command_os_sentinel_candidate_skill_change_candidate_milo_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234856", "approval_status": "needs_review", "created_at": "2026-06-19T23:48:56.046+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_crm_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234812", "project_id": "scan_design", "skill_key": "milo", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_scan_design_sentinel_candidate_skill_change_candidate_crm_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234812", "approval_status": "needs_review", "created_at": "2026-06-19T23:48:12.246+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_milo_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234811", "project_id": "sales_command_os", "skill_key": "milo", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_sales_command_os_sentinel_candidate_skill_change_candidate_milo_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234811", "approval_status": "needs_review", "created_at": "2026-06-19T23:48:11.823+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_floor_planning_kelly_design_agent_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234811", "project_id": "roomsage", "skill_key": "kelly_design_agent", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_roomsage_sentinel_candidate_skill_change_candidate_floor_planning_kelly_design_agent_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234811", "approval_status": "needs_review", "created_at": "2026-06-19T23:48:11.392+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_trainer_runtime_onpace_coach_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234810", "project_id": "onpace", "skill_key": "onpace_coach", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_onpace_sentinel_candidate_skill_change_candidate_trainer_runtime_onpace_coach_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234810", "approval_status": "needs_review", "created_at": "2026-06-19T23:48:10.96+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_floor_planning_kelly_design_agent_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234810", "project_id": "kelly_design_learning_lane", "skill_key": "kelly_design_agent", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_kelly_design_learning_lane_sentinel_candidate_skill_change_candidate_floor_planning_kelly_design_agent_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234810", "approval_status": "needs_review", "created_at": "2026-06-19T23:48:10.275+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_offer_testing_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234809", "project_id": "extra_cash", "skill_key": "milo", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_extra_cash_sentinel_candidate_skill_change_candidate_offer_testing_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234809", "approval_status": "needs_review", "created_at": "2026-06-19T23:48:09.827+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_campaign_builder_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234809", "project_id": "ai_sales_machine", "skill_key": "milo", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_ai_sales_machine_sentinel_candidate_skill_change_candidate_campaign_builder_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234809", "approval_status": "needs_review", "created_at": "2026-06-19T23:48:09.242+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_milo_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234500", "project_id": "sales_command_os", "skill_key": "milo", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_sales_command_os_sentinel_candidate_skill_change_candidate_milo_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234500", "approval_status": "needs_review", "created_at": "2026-06-19T23:45:00.335+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_crm_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234413", "project_id": "scan_design", "skill_key": "milo", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_scan_design_sentinel_candidate_skill_change_candidate_crm_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234413", "approval_status": "needs_review", "created_at": "2026-06-19T23:44:13.503+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_milo_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234413", "project_id": "sales_command_os", "skill_key": "milo", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_sales_command_os_sentinel_candidate_skill_change_candidate_milo_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234413", "approval_status": "needs_review", "created_at": "2026-06-19T23:44:13.083+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_floor_planning_kelly_design_agent_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234412", "project_id": "roomsage", "skill_key": "kelly_design_agent", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_roomsage_sentinel_candidate_skill_change_candidate_floor_planning_kelly_design_agent_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234412", "approval_status": "needs_review", "created_at": "2026-06-19T23:44:12.671+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_trainer_runtime_onpace_coach_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234412", "project_id": "onpace", "skill_key": "onpace_coach", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_onpace_sentinel_candidate_skill_change_candidate_trainer_runtime_onpace_coach_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234412", "approval_status": "needs_review", "created_at": "2026-06-19T23:44:12.255+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_floor_planning_kelly_design_agent_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234411", "project_id": "kelly_design_learning_lane", "skill_key": "kelly_design_agent", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_kelly_design_learning_lane_sentinel_candidate_skill_change_candidate_floor_planning_kelly_design_agent_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234411", "approval_status": "needs_review", "created_at": "2026-06-19T23:44:11.831+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_offer_testing_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234411", "project_id": "extra_cash", "skill_key": "milo", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_extra_cash_sentinel_candidate_skill_change_candidate_offer_testing_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234411", "approval_status": "needs_review", "created_at": "2026-06-19T23:44:11.294+00:00" }, { "candidate_id": "sentinel-candidate_skill_change_candidate_campaign_builder_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234410", "project_id": "ai_sales_machine", "skill_key": "milo", "proposed_version": "draft", "change_summary": "Create or update the agent skill, eval case, and review rubric that changes future behavior.", "required_eval_key": "sentinel_eval_ai_sales_machine_sentinel_candidate_skill_change_candidate_campaign_builder_milo_needs_more_specific_behavior_needs_skill_or_eval_update_1_20260619234410", "approval_status": "needs_review", "created_at": "2026-06-19T23:44:10.695+00:00" } ], "softwareChangeCandidates": [ { "candidate_id": "sentinel-candidate_software_change_candidate_business_intake_none_none_observed_measure_outcomes_0_20260731185351", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-31T18:53:51.614+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_plan_none_none_observed_measure_outcomes_0_20260731171112", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-31T17:11:12.711+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_command_center_none_none_observed_measure_outcomes_0_20260731154432", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-31T15:44:32.412+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_growth_studio_none_none_observed_measure_outcomes_0_20260731154114", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-31T15:41:14.108+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_revenue_numbers_none_none_observed_measure_outcomes_0_20260731153516", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-31T15:35:16.876+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_program_builder_none_none_observed_measure_outcomes_0_20260731153516", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-31T15:35:16.341+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_milo_assistant_none_none_observed_measure_outcomes_0_20260731153515", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-31T15:35:15.816+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_mobile_calendar_none_none_observed_measure_outcomes_0_20260731153515", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-31T15:35:15.316+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_calendar_command_none_none_observed_measure_outcomes_0_20260731153514", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-31T15:35:14.775+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_crm_mirror_none_none_observed_measure_outcomes_0_20260731153514", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-31T15:35:14.186+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_approvals_none_none_observed_measure_outcomes_0_20260731153513", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-31T15:35:13.651+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_growth_studio_none_none_observed_measure_outcomes_0_20260731153513", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-31T15:35:13.173+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_intake_none_none_observed_measure_outcomes_0_20260731153512", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-31T15:35:12.181+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_command_center_none_none_observed_measure_outcomes_0_20260731153503", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-31T15:35:03.702+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_account_boundary_none_none_observed_measure_outcomes_0_20260731153456", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-31T15:34:56.237+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_revenue_numbers_none_none_observed_measure_outcomes_0_20260731153456", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-31T15:34:56.032+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_plan_none_none_observed_measure_outcomes_0_20260731153344", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-31T15:33:44.24+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_plan_none_none_observed_measure_outcomes_0_20260731152042", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-31T15:20:42.563+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_plan_none_none_observed_measure_outcomes_0_20260731145219", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-31T14:52:19.542+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_plan_none_none_observed_measure_outcomes_0_20260727183118", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-27T18:31:18.372+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_plan_none_none_observed_measure_outcomes_0_20260726131939", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-26T13:19:39.263+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_plan_none_none_observed_measure_outcomes_0_20260725125541", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-25T12:55:41.651+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_plan_none_none_observed_measure_outcomes_0_20260725124717", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-25T12:47:17.608+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_intake_none_none_observed_measure_outcomes_0_20260725124632", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-25T12:46:32.403+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_plan_none_none_observed_measure_outcomes_0_20260724173532", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the 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[], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-24T17:33:11.053+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_plan_none_none_observed_measure_outcomes_0_20260724173123", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-24T17:31:23.345+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_plan_none_none_observed_measure_outcomes_0_20260724173027", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-24T17:30:27.471+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_plan_none_none_observed_measure_outcomes_0_20260724172738", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-24T17:27:38.547+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_plan_none_none_observed_measure_outcomes_0_20260724172635", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-24T17:26:35.589+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_plan_none_none_observed_measure_outcomes_0_20260724172437", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-24T17:24:37.022+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_plan_none_none_observed_measure_outcomes_0_20260724171948", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-24T17:19:48.746+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_plan_none_none_observed_measure_outcomes_0_20260724161240", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-24T16:12:40.827+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_intake_none_none_observed_measure_outcomes_0_20260724161234", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-24T16:12:34.333+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_intake_none_none_observed_measure_outcomes_0_20260724155340", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-24T15:53:40.803+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_milo_assistant_none_none_observed_measure_outcomes_0_20260724153437", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-24T15:34:37.399+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_growth_studio_none_none_observed_measure_outcomes_0_20260724153403", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-24T15:34:03.594+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_milo_assistant_none_none_observed_measure_outcomes_0_20260724153204", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-24T15:32:04.665+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_revenue_numbers_none_none_observed_measure_outcomes_0_20260724153027", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the 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"affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-24T15:27:34.193+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_intake_none_none_observed_measure_outcomes_0_20260724152621", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-24T15:26:21.531+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_intake_none_none_observed_measure_outcomes_0_20260724144723", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-24T14:47:23.695+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_intake_none_none_observed_measure_outcomes_0_20260724143154", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-24T14:31:54.626+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_intake_none_none_observed_measure_outcomes_0_20260724141942", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-24T14:19:42.396+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_trainer_runtime_onpace_coach_none_observed_measure_outcomes_0_20260723191532", "project_id": "onpace", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-23T19:15:32.542+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_trainer_runtime_onpace_coach_none_observed_measure_outcomes_0_20260723191055", "project_id": "onpace", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-23T19:10:55.863+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_intake_none_none_observed_measure_outcomes_0_20260723190043", "project_id": "unregistered_product_adapter", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-23T19:00:43.477+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_trainer_runtime_onpace_coach_none_observed_measure_outcomes_0_20260723184801", "project_id": "onpace", "repository_path": "", "affected_files": [], "proposed_patch_summary": "Create or update the software rule, test, and release gate that prevents this failure from repeating.", "required_test_commands": [ "node tests/sentinelLearningBrain.mjs", "npm run build" ], "approval_status": "needs_review", "created_at": "2026-07-23T18:48:01.07+00:00" } ], "datasetCandidates": [ { "candidate_id": "sol-proposal-rrfib9", "project_id": "onpace", "dataset_key": "sentinel_dataset_onpace_sol_proposal_rrfib9", "source_refs": [ "sentinel-cluster-wfru34", "onpace:validation:valid_response_shape", "onpace:prompt-category:snack_choice_help", "onpace:runtime-path:sentinel_product_agent" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T20:09:17.299+00:00" }, { "candidate_id": "sol-proposal-3tw1wp", "project_id": "sales_command_os", "dataset_key": "sentinel_dataset_sales_command_os_sol_proposal_3tw1wp", "source_refs": [ "sentinel-cluster-1o4h7oa", "eval:sales-command:milo_specificity_shadow_v1:sales-command-sentinel-eval-runner-0.1.0:cases-5", "shadow:sales-command:prop_sales_command_specificity_002:sales-command-sentinel-eval-runner-0.1.0:baseline-1000:candidate-1000", "eval:sales-command:sales_command_os_milo_specificity_v1:sales-command-sentinel-eval-runner-0.1.0:cases-5", "shadow:sales-command:prop_sales_command_specificity_eval:sales-command-sentinel-eval-runner-0.1.0:baseline-1000:candidate-1000" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T20:09:17.299+00:00" }, { "candidate_id": "sol-proposal-eu0ej4", "project_id": "sales_command_os", "dataset_key": "sentinel_dataset_sales_command_os_sol_proposal_eu0ej4", "source_refs": [ "sentinel-cluster-1flelzm", "proof:sales-command:finalization-reason", "proof:sales-command:automatic-finalization-check" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T20:09:17.299+00:00" }, { "candidate_id": "sol-proposal-1fkki42", "project_id": "roomsage", "dataset_key": "sentinel_dataset_roomsage_sol_proposal_1fkki42", "source_refs": [ "sentinel-cluster-vtfuhb", "test:roomsage:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T19:11:07.043+00:00" }, { "candidate_id": "sol-proposal-1cyflbd", "project_id": "kelly_design_learning_lane", "dataset_key": "sentinel_dataset_kelly_design_learning_lane_sol_proposal_1cyflbd", "source_refs": [ "sentinel-cluster-7f3zma", "test:kelly_design_learning_lane:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T19:11:07.043+00:00" }, { "candidate_id": "sol-proposal-f1u0ew", "project_id": "onpace", "dataset_key": "sentinel_dataset_onpace_sol_proposal_f1u0ew", "source_refs": [ "sentinel-cluster-17amfke", "sentinel-cluster-1spiwu6", "onpace:functions:api-onpace-trainer", "onpace:adapter:onpace-sentinel-adapter", "onpace:sentinel-product-agent-status:401", "test:onpace:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T19:11:07.043+00:00" }, { "candidate_id": "sol-proposal-w6cicv", "project_id": "scan_design", "dataset_key": "sentinel_dataset_scan_design_sol_proposal_w6cicv", "source_refs": [ "sentinel-cluster-z3cvd8", "test:scan_design:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T19:11:07.043+00:00" }, { "candidate_id": "sol-proposal-1ptrm7b", "project_id": "sales_command_os", "dataset_key": "sentinel_dataset_sales_command_os_sol_proposal_1ptrm7b", "source_refs": [ "sentinel-cluster-1ivla5w", "test:sales_command_os:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T19:11:07.043+00:00" }, { "candidate_id": "sol-proposal-ix6hdi", "project_id": "extra_cash", "dataset_key": "sentinel_dataset_extra_cash_sol_proposal_ix6hdi", "source_refs": [ "sentinel-cluster-1xg7yuv", "test:extra_cash:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T19:11:07.043+00:00" }, { "candidate_id": "sol-proposal-126ahun", "project_id": "ai_sales_machine", "dataset_key": "sentinel_dataset_ai_sales_machine_sol_proposal_126ahun", "source_refs": [ "sentinel-cluster-wku12n", "test:ai_sales_machine:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T19:11:07.043+00:00" }, { "candidate_id": "sol-proposal-18cwqcm", "project_id": "sales_command_os", "dataset_key": "sentinel_dataset_sales_command_os_sol_proposal_18cwqcm", "source_refs": [ "sentinel-cluster-1ivla5w", "sentinel-cluster-1n3vjj4", "sentinel-cluster-1ayihn7", "test:sales_command_os:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T19:08:44.456+00:00" }, { "candidate_id": "sol-proposal-b54pf3", "project_id": "ai_sales_machine", "dataset_key": "sentinel_dataset_ai_sales_machine_sol_proposal_b54pf3", "source_refs": [ "sentinel-cluster-wku12n", "sentinel-cluster-129jfl9", "sentinel-cluster-qtp1og", "test:ai_sales_machine:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T19:08:44.456+00:00" }, { "candidate_id": "sol-proposal-1fblh8e", "project_id": "extra_cash", "dataset_key": "sentinel_dataset_extra_cash_sol_proposal_1fblh8e", "source_refs": [ "sentinel-cluster-1xg7yuv", "sentinel-cluster-qoj15x", "sentinel-cluster-1up1fk8", "test:extra_cash:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T19:08:44.456+00:00" }, { "candidate_id": "sol-proposal-wm97o7", "project_id": "scan_design", "dataset_key": "sentinel_dataset_scan_design_sol_proposal_wm97o7", "source_refs": [ "sentinel-cluster-z3cvd8", "sentinel-cluster-1lfr1fs", "sentinel-cluster-9ltqaz", "test:scan_design:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T19:08:44.456+00:00" }, { "candidate_id": "sol-proposal-acfz8q", "project_id": "roomsage", "dataset_key": "sentinel_dataset_roomsage_sol_proposal_acfz8q", "source_refs": [ "sentinel-cluster-vtfuhb", "sentinel-cluster-ls5nja", "sentinel-cluster-2eou00", "test:roomsage:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T19:08:44.456+00:00" }, { "candidate_id": "sol-proposal-1h72r9f", "project_id": "onpace", "dataset_key": "sentinel_dataset_onpace_sol_proposal_1h72r9f", "source_refs": [ "sentinel-cluster-17amfke", "sentinel-cluster-1spiwu6", "onpace:functions:api-onpace-trainer", "onpace:adapter:onpace-sentinel-adapter", "onpace:sentinel-product-agent-status:401", "test:onpace:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T19:08:44.456+00:00" }, { "candidate_id": "sol-proposal-ob1eh1", "project_id": "kelly_design_learning_lane", "dataset_key": "sentinel_dataset_kelly_design_learning_lane_sol_proposal_ob1eh1", "source_refs": [ "sentinel-cluster-7f3zma", "sentinel-cluster-kiyagh", "sentinel-cluster-1sdgqg1", "test:kelly_design_learning_lane:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T19:08:44.456+00:00" }, { "candidate_id": "prop_scan_design_regression_gate", "project_id": "scan_design", "dataset_key": "sentinel_dataset_scan_design_prop_scan_design_regression_gate", "source_refs": [ "sentinel-cluster-z3cvd8", "sentinel-cluster-1lfr1fs", "sentinel-cluster-9ltqaz", "test:scan_design:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T19:02:05.365+00:00" }, { "candidate_id": "prop_roomsage_regression_gate", "project_id": "roomsage", "dataset_key": "sentinel_dataset_roomsage_prop_roomsage_regression_gate", "source_refs": [ "sentinel-cluster-vtfuhb", "sentinel-cluster-ls5nja", "sentinel-cluster-2eou00", "test:roomsage:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T19:02:05.365+00:00" }, { "candidate_id": "prop_extra_cash_regression_gate", "project_id": "extra_cash", "dataset_key": "sentinel_dataset_extra_cash_prop_extra_cash_regression_gate", "source_refs": [ "sentinel-cluster-1xg7yuv", "sentinel-cluster-qoj15x", "sentinel-cluster-1up1fk8", "test:extra_cash:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T19:02:05.365+00:00" }, { "candidate_id": "prop_onpace_runtime_recovery", "project_id": "onpace", "dataset_key": "sentinel_dataset_onpace_prop_onpace_runtime_recovery", "source_refs": [ "sentinel-cluster-17amfke", "sentinel-cluster-1spiwu6", "sentinel-cluster-65ur2u", "sentinel-cluster-y4zz4l", "onpace:sentinel-product-agent-status:401", "test:onpace:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T19:02:05.365+00:00" }, { "candidate_id": "prop_sales_command_os_regression_gate", "project_id": "sales_command_os", "dataset_key": "sentinel_dataset_sales_command_os_prop_sales_command_os_regression_gate", "source_refs": [ "sentinel-cluster-1ivla5w", "sentinel-cluster-1n3vjj4", "sentinel-cluster-1ayihn7", "test:sales_command_os:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T19:02:05.365+00:00" }, { "candidate_id": "prop_ai_sales_machine_regression_gate", "project_id": "ai_sales_machine", "dataset_key": "sentinel_dataset_ai_sales_machine_prop_ai_sales_machine_regression_gate", "source_refs": [ "sentinel-cluster-wku12n", "sentinel-cluster-129jfl9", "sentinel-cluster-qtp1og", "test:ai_sales_machine:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T19:02:05.365+00:00" }, { "candidate_id": "prop_kelly_lane_regression_gate", "project_id": "kelly_design_learning_lane", "dataset_key": "sentinel_dataset_kelly_design_learning_lane_prop_kelly_lane_regression_gate", "source_refs": [ "sentinel-cluster-7f3zma", "sentinel-cluster-kiyagh", "sentinel-cluster-1sdgqg1", "test:kelly_design_learning_lane:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T19:02:05.365+00:00" }, { "candidate_id": "prop_onpace_runtime_401", "project_id": "onpace", "dataset_key": "sentinel_dataset_onpace_prop_onpace_runtime_401", "source_refs": [ "sentinel-cluster-17amfke", "sentinel-cluster-1spiwu6", "onpace:sentinel-product-agent-status:401", "test:onpace:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T18:59:38.817+00:00" }, { "candidate_id": "prop_sales_command_regression", "project_id": "sales_command_os", "dataset_key": "sentinel_dataset_sales_command_os_prop_sales_command_regression", "source_refs": [ "sentinel-cluster-1ivla5w", "sentinel-cluster-1n3vjj4", "sentinel-cluster-1ayihn7" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T18:59:38.817+00:00" }, { "candidate_id": "prop_roomsage_regression", "project_id": "roomsage", "dataset_key": "sentinel_dataset_roomsage_prop_roomsage_regression", "source_refs": [ "sentinel-cluster-vtfuhb", "sentinel-cluster-ls5nja", "sentinel-cluster-2eou00" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T18:59:38.817+00:00" }, { "candidate_id": "prop_kelly_lane_regression", "project_id": "kelly_design_learning_lane", "dataset_key": "sentinel_dataset_kelly_design_learning_lane_prop_kelly_lane_regression", "source_refs": [ "sentinel-cluster-7f3zma", "sentinel-cluster-kiyagh", "sentinel-cluster-1sdgqg1" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T18:59:38.817+00:00" }, { "candidate_id": "prop_ai_sales_machine_regression", "project_id": "ai_sales_machine", "dataset_key": "sentinel_dataset_ai_sales_machine_prop_ai_sales_machine_regression", "source_refs": [ "sentinel-cluster-wku12n", "sentinel-cluster-129jfl9", "sentinel-cluster-qtp1og" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T18:59:38.817+00:00" }, { "candidate_id": "prop_sales_command_specificity_eval", "project_id": "sales_command_os", "dataset_key": "sentinel_dataset_sales_command_os_prop_sales_command_specificity_eval", "source_refs": [ "sentinel-cluster-1n3vjj4", "sentinel-cluster-1ayihn7", "obsidian:projects/sales_command_os/sentinel/agent-review.md" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T18:59:38.817+00:00" }, { "candidate_id": "prop_extra_cash_regression", "project_id": "extra_cash", "dataset_key": "sentinel_dataset_extra_cash_prop_extra_cash_regression", "source_refs": [ "sentinel-cluster-1xg7yuv", "sentinel-cluster-qoj15x", "sentinel-cluster-1up1fk8" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T18:59:38.817+00:00" }, { "candidate_id": "prop_onpace_runtime_auth_001", "project_id": "onpace", "dataset_key": "sentinel_dataset_onpace_prop_onpace_runtime_auth_001", "source_refs": [ "onpace:functions:api-onpace-trainer", "onpace:adapter:onpace-sentinel-adapter", "onpace:runtime-path:sentinel_product_agent", "onpace:sentinel-product-agent-status:401", "test:onpace:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T18:59:09.272+00:00" }, { "candidate_id": "prop_extra_cash_regression_001", "project_id": "extra_cash", "dataset_key": "sentinel_dataset_extra_cash_prop_extra_cash_regression_001", "source_refs": [ "test:extra_cash:sentinel-regression", "obsidian:projects/extra_cash/sentinel/agent-review.md", "app-event:extra_cash:customer-behavior-count" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T18:59:09.272+00:00" }, { "candidate_id": "prop_kelly_lane_regression_001", "project_id": "kelly_design_learning_lane", "dataset_key": "sentinel_dataset_kelly_design_learning_lane_prop_kelly_lane_regression_001", "source_refs": [ "test:kelly_design_learning_lane:sentinel-regression", "obsidian:projects/kelly_design_learning_lane/sentinel/agent-review.md", "app-event:kelly_design_learning_lane:customer-behavior-count" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T18:59:09.272+00:00" }, { "candidate_id": "prop_ai_sales_regression_001", "project_id": "ai_sales_machine", "dataset_key": "sentinel_dataset_ai_sales_machine_prop_ai_sales_regression_001", "source_refs": [ "test:ai_sales_machine:sentinel-regression", "obsidian:projects/ai_sales_machine/sentinel/agent-review.md", "app-event:ai_sales_machine:customer-behavior-count" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T18:59:09.272+00:00" }, { "candidate_id": "prop_sales_command_regression_001", "project_id": "sales_command_os", "dataset_key": "sentinel_dataset_sales_command_os_prop_sales_command_regression_001", "source_refs": [ "test:sales_command_os:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T18:59:09.272+00:00" }, { "candidate_id": "prop_roomsage_regression_001", "project_id": "roomsage", "dataset_key": "sentinel_dataset_roomsage_prop_roomsage_regression_001", "source_refs": [ "test:roomsage:sentinel-regression", "obsidian:projects/roomsage/sentinel/agent-review.md", "app-event:roomsage:customer-behavior-count" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T18:59:09.272+00:00" }, { "candidate_id": "prop_sales_command_specificity_002", "project_id": "sales_command_os", "dataset_key": "sentinel_dataset_sales_command_os_prop_sales_command_specificity_002", "source_refs": [ "obsidian:projects/sales_command_os/sentinel/agent-review.md", "app-event:sales_command_os:customer-behavior-count", "test:sales_command_os:sentinel-regression" ], "allowed_use": "eval_only", "deidentification_status": "complete", "consent_level": "default_process_learning", "governance_approved": false, "training_eligible": false, "created_at": "2026-07-31T18:59:09.272+00:00" }, { "candidate_id": "sentinel-candidate_software_change_candidate_business_intake_none_none_observed_measure_outcomes_0_20260731185351", "project_id": 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