{"_meta": {"battery": "5f", "sub_battery": "finetuning", "version": "v1", "task_count": 50, "notes": "Phase 1b.2: live=true → write parent + child SelfModel + capability_claim to a fresh temp shard via real arborist.selfmodel.store_snapshot, read back via claims_for, run improvement check on persisted values. Phase 1d (2026-05-09): expanded 30→50."}}
{"id":"5f-ft-live-001","battery":"5f","sub_battery":"finetuning","version":"v1","carrier":"selfmodel_snapshot","domain":"capability_transition","pi_star_ref":"pi_selfmodel_v1","live":true,"target_capability":"strict_rate","parent_measured_value":0.45,"child_measured_value":0.65,"expected_improvement_min":0.05,"resource_budget":{"max_compute_ms_delta":1000,"max_storage_delta_bytes":1000000},"expected":"pass"}
{"id":"5f-ft-live-002","battery":"5f","sub_battery":"finetuning","version":"v1","carrier":"selfmodel_snapshot","domain":"capability_transition","pi_star_ref":"pi_selfmodel_v1","live":true,"target_capability":"directive_coverage","parent_measured_value":0.40,"child_measured_value":0.55,"expected_improvement_min":0.10,"resource_budget":{"max_compute_ms_delta":1500,"max_storage_delta_bytes":2000000},"expected":"pass"}
{"id":"5f-ft-live-003","battery":"5f","sub_battery":"finetuning","version":"v1","carrier":"selfmodel_snapshot","domain":"capability_transition","pi_star_ref":"pi_selfmodel_v1","live":true,"target_capability":"5T-time-rate","parent_measured_value":0.60,"child_measured_value":0.85,"expected_improvement_min":0.10,"resource_budget":{"max_compute_ms_delta":2000,"max_storage_delta_bytes":3000000},"expected":"pass"}
{"id":"5f-ft-live-004","battery":"5f","sub_battery":"finetuning","version":"v1","carrier":"selfmodel_snapshot","domain":"capability_transition","pi_star_ref":"pi_selfmodel_v1","live":true,"target_capability":"5R-replicate-rate","parent_measured_value":0.50,"child_measured_value":0.50,"expected_improvement_min":0.05,"resource_budget":{"max_compute_ms_delta":500,"max_storage_delta_bytes":500000},"expected":"fail"}
{"id":"5f-ft-live-005","battery":"5f","sub_battery":"finetuning","version":"v1","carrier":"selfmodel_snapshot","domain":"capability_transition","pi_star_ref":"pi_selfmodel_v1","live":true,"target_capability":"5F-feedback-rate","parent_measured_value":0.70,"child_measured_value":0.65,"expected_improvement_min":0.05,"resource_budget":{"max_compute_ms_delta":1000,"max_storage_delta_bytes":1000000},"expected":"fail"}
{"id":"5f-ft-live-006","battery":"5f","sub_battery":"finetuning","version":"v1","carrier":"selfmodel_snapshot","domain":"capability_transition","pi_star_ref":"pi_selfmodel_v1","live":true,"target_capability":"5S-syntax-rate","parent_measured_value":0.30,"child_measured_value":0.45,"expected_improvement_min":0.10,"resource_budget":{"max_compute_ms_delta":1200,"max_storage_delta_bytes":1500000},"expected":"pass"}
{"id":"5f-ft-live-007","battery":"5f","sub_battery":"finetuning","version":"v1","carrier":"selfmodel_snapshot","domain":"capability_transition","pi_star_ref":"pi_selfmodel_v1","live":true,"target_capability":"5T-triangulation-rate","parent_measured_value":0.65,"child_measured_value":0.78,"expected_improvement_min":0.05,"resource_budget":{"max_compute_ms_delta":800,"max_storage_delta_bytes":800000},"expected":"pass"}
{"id":"5f-ft-live-008","battery":"5f","sub_battery":"finetuning","version":"v1","carrier":"selfmodel_snapshot","domain":"capability_transition","pi_star_ref":"pi_selfmodel_v1","live":true,"target_capability":"5F-falsification-rate","parent_measured_value":0.55,"child_measured_value":0.62,"expected_improvement_min":0.10,"resource_budget":{"max_compute_ms_delta":1000,"max_storage_delta_bytes":1000000},"expected":"fail"}
{"id":"5f-ft-live-009","battery":"5f","sub_battery":"finetuning","version":"v1","carrier":"selfmodel_snapshot","domain":"capability_transition","pi_star_ref":"pi_selfmodel_v1","live":true,"target_capability":"5S-semiotics-rate","parent_measured_value":0.35,"child_measured_value":0.55,"expected_improvement_min":0.05,"resource_budget":{"max_compute_ms_delta":1300,"max_storage_delta_bytes":1500000},"expected":"pass"}
{"id":"5f-ft-live-010","battery":"5f","sub_battery":"finetuning","version":"v1","carrier":"selfmodel_snapshot","domain":"capability_transition","pi_star_ref":"pi_selfmodel_v1","live":true,"target_capability":"5R-resonate-rate","parent_measured_value":0.50,"child_measured_value":0.72,"expected_improvement_min":0.10,"resource_budget":{"max_compute_ms_delta":1500,"max_storage_delta_bytes":2000000},"expected":"pass"}
{"id": "5f-ft-live-011", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "5S-syntax-rate", "parent_measured_value": 0.3, "child_measured_value": 0.5, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1000, "max_storage_delta_bytes": 1000000}, "expected": "pass"}
{"id": "5f-ft-live-012", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "5S-semantics-rate", "parent_measured_value": 0.45, "child_measured_value": 0.7, "expected_improvement_min": 0.1, "resource_budget": {"max_compute_ms_delta": 1000, "max_storage_delta_bytes": 1000000}, "expected": "pass"}
{"id": "5f-ft-live-013", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "5S-syllogism-rate", "parent_measured_value": 0.5, "child_measured_value": 0.8, "expected_improvement_min": 0.1, "resource_budget": {"max_compute_ms_delta": 1000, "max_storage_delta_bytes": 1000000}, "expected": "pass"}
{"id": "5f-ft-live-014", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "5S-synthesis-rate", "parent_measured_value": 0.4, "child_measured_value": 0.42, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1000, "max_storage_delta_bytes": 1000000}, "expected": "fail"}
{"id": "5f-ft-live-015", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "5S-semiotics-rate", "parent_measured_value": 0.65, "child_measured_value": 0.55, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1000, "max_storage_delta_bytes": 1000000}, "expected": "fail"}
{"id": "5f-ft-live-016", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "5T-transfer-learning", "parent_measured_value": 0.55, "child_measured_value": 0.75, "expected_improvement_min": 0.1, "resource_budget": {"max_compute_ms_delta": 1000, "max_storage_delta_bytes": 1000000}, "expected": "pass"}
{"id": "5f-ft-live-017", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "5T-triangulation", "parent_measured_value": 0.4, "child_measured_value": 0.95, "expected_improvement_min": 0.2, "resource_budget": {"max_compute_ms_delta": 1000, "max_storage_delta_bytes": 1000000}, "expected": "pass"}
{"id": "5f-ft-live-018", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "5T-truthtables", "parent_measured_value": 0.6, "child_measured_value": 0.85, "expected_improvement_min": 0.1, "resource_budget": {"max_compute_ms_delta": 1000, "max_storage_delta_bytes": 1000000}, "expected": "pass"}
{"id": "5f-ft-live-019", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "5T-transitivity", "parent_measured_value": 0.7, "child_measured_value": 0.72, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1000, "max_storage_delta_bytes": 1000000}, "expected": "fail"}
{"id": "5f-ft-live-020", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "5T-time", "parent_measured_value": 0.5, "child_measured_value": 0.5, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1000, "max_storage_delta_bytes": 1000000}, "expected": "fail"}
{"id": "5f-ft-live-021", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "5F-function", "parent_measured_value": 0.3, "child_measured_value": 0.55, "expected_improvement_min": 0.1, "resource_budget": {"max_compute_ms_delta": 1000, "max_storage_delta_bytes": 1000000}, "expected": "pass"}
{"id": "5f-ft-live-022", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "5F-finetuning-meta", "parent_measured_value": 0.45, "child_measured_value": 0.8, "expected_improvement_min": 0.2, "resource_budget": {"max_compute_ms_delta": 1000, "max_storage_delta_bytes": 1000000}, "expected": "pass"}
{"id": "5f-ft-live-023", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "5F-falsification", "parent_measured_value": 0.5, "child_measured_value": 0.7, "expected_improvement_min": 0.1, "resource_budget": {"max_compute_ms_delta": 1000, "max_storage_delta_bytes": 1000000}, "expected": "pass"}
{"id": "5f-ft-live-024", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "5F-formulate", "parent_measured_value": 0.55, "child_measured_value": 0.85, "expected_improvement_min": 0.2, "resource_budget": {"max_compute_ms_delta": 1000, "max_storage_delta_bytes": 1000000}, "expected": "pass"}
{"id": "5f-ft-live-025", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "5F-feedback-loop", "parent_measured_value": 0.6, "child_measured_value": 0.9, "expected_improvement_min": 0.2, "resource_budget": {"max_compute_ms_delta": 1000, "max_storage_delta_bytes": 1000000}, "expected": "pass"}
{"id": "5f-ft-live-026", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "5R-react", "parent_measured_value": 0.4, "child_measured_value": 0.65, "expected_improvement_min": 0.1, "resource_budget": {"max_compute_ms_delta": 1000, "max_storage_delta_bytes": 1000000}, "expected": "pass"}
{"id": "5f-ft-live-027", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "5R-rearrange", "parent_measured_value": 0.5, "child_measured_value": 0.78, "expected_improvement_min": 0.2, "resource_budget": {"max_compute_ms_delta": 1000, "max_storage_delta_bytes": 1000000}, "expected": "pass"}
{"id": "5f-ft-live-028", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "5R-restore", "parent_measured_value": 0.45, "child_measured_value": 0.7, "expected_improvement_min": 0.1, "resource_budget": {"max_compute_ms_delta": 1000, "max_storage_delta_bytes": 1000000}, "expected": "pass"}
{"id": "5f-ft-live-029", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "5R-replicate", "parent_measured_value": 0.55, "child_measured_value": 0.55, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1000, "max_storage_delta_bytes": 1000000}, "expected": "fail"}
{"id": "5f-ft-live-030", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "5R-resonate", "parent_measured_value": 0.6, "child_measured_value": 0.8, "expected_improvement_min": 0.15, "resource_budget": {"max_compute_ms_delta": 1000, "max_storage_delta_bytes": 1000000}, "expected": "pass"}
{"id": "5f-ft-live-031", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "strict_rate", "parent_measured_value": 0.44, "child_measured_value": 0.59, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1500, "max_storage_delta_bytes": 2000000}, "expected": "pass"}
{"id": "5f-ft-live-032", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "strict_rate", "parent_measured_value": 0.48, "child_measured_value": 0.63, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1500, "max_storage_delta_bytes": 2000000}, "expected": "pass"}
{"id": "5f-ft-live-033", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "strict_rate", "parent_measured_value": 0.52, "child_measured_value": 0.67, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1500, "max_storage_delta_bytes": 2000000}, "expected": "pass"}
{"id": "5f-ft-live-034", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "strict_rate", "parent_measured_value": 0.56, "child_measured_value": 0.71, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1500, "max_storage_delta_bytes": 2000000}, "expected": "pass"}
{"id": "5f-ft-live-035", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "strict_rate", "parent_measured_value": 0.4, "child_measured_value": 0.55, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1500, "max_storage_delta_bytes": 2000000}, "expected": "pass"}
{"id": "5f-ft-live-036", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "strict_rate", "parent_measured_value": 0.44, "child_measured_value": 0.59, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1500, "max_storage_delta_bytes": 2000000}, "expected": "pass"}
{"id": "5f-ft-live-037", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "strict_rate", "parent_measured_value": 0.48, "child_measured_value": 0.63, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1500, "max_storage_delta_bytes": 2000000}, "expected": "pass"}
{"id": "5f-ft-live-038", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "strict_rate", "parent_measured_value": 0.52, "child_measured_value": 0.67, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1500, "max_storage_delta_bytes": 2000000}, "expected": "pass"}
{"id": "5f-ft-live-039", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "strict_rate", "parent_measured_value": 0.56, "child_measured_value": 0.71, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1500, "max_storage_delta_bytes": 2000000}, "expected": "pass"}
{"id": "5f-ft-live-040", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "strict_rate", "parent_measured_value": 0.4, "child_measured_value": 0.55, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1500, "max_storage_delta_bytes": 2000000}, "expected": "pass"}
{"id": "5f-ft-live-041", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "strict_rate", "parent_measured_value": 0.44, "child_measured_value": 0.59, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1500, "max_storage_delta_bytes": 2000000}, "expected": "pass"}
{"id": "5f-ft-live-042", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "strict_rate", "parent_measured_value": 0.48, "child_measured_value": 0.63, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1500, "max_storage_delta_bytes": 2000000}, "expected": "pass"}
{"id": "5f-ft-live-043", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "strict_rate", "parent_measured_value": 0.52, "child_measured_value": 0.67, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1500, "max_storage_delta_bytes": 2000000}, "expected": "pass"}
{"id": "5f-ft-live-044", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "strict_rate", "parent_measured_value": 0.56, "child_measured_value": 0.71, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1500, "max_storage_delta_bytes": 2000000}, "expected": "pass"}
{"id": "5f-ft-live-045", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "strict_rate", "parent_measured_value": 0.4, "child_measured_value": 0.55, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1500, "max_storage_delta_bytes": 2000000}, "expected": "pass"}
{"id": "5f-ft-live-046", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "strict_rate", "parent_measured_value": 0.44, "child_measured_value": 0.59, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1500, "max_storage_delta_bytes": 2000000}, "expected": "pass"}
{"id": "5f-ft-live-047", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "strict_rate", "parent_measured_value": 0.48, "child_measured_value": 0.63, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1500, "max_storage_delta_bytes": 2000000}, "expected": "pass"}
{"id": "5f-ft-live-048", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "strict_rate", "parent_measured_value": 0.52, "child_measured_value": 0.67, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1500, "max_storage_delta_bytes": 2000000}, "expected": "pass"}
{"id": "5f-ft-live-049", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "strict_rate", "parent_measured_value": 0.56, "child_measured_value": 0.71, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1500, "max_storage_delta_bytes": 2000000}, "expected": "pass"}
{"id": "5f-ft-live-050", "battery": "5f", "sub_battery": "finetuning", "version": "v1", "carrier": "selfmodel_snapshot", "domain": "capability_transition", "pi_star_ref": "pi_selfmodel_v1", "live": true, "target_capability": "strict_rate", "parent_measured_value": 0.4, "child_measured_value": 0.55, "expected_improvement_min": 0.05, "resource_budget": {"max_compute_ms_delta": 1500, "max_storage_delta_bytes": 2000000}, "expected": "pass"}
