feat(governance): 新增 matched PlayBook 學習缺口證據
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This commit is contained in:
Your Name
2026-06-13 01:09:29 +08:00
parent d71fdd36ce
commit 414413a592
14 changed files with 1001 additions and 899 deletions

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@@ -1,10 +1,10 @@
"""
AI Agent matched PlayBook learning gap snapshot.
Loads the latest committed P2-104 matched_playbook_id learning gap contract.
This module validates repo-committed evidence only; it never reads live DB rows,
updates PlayBook trust, writes KM, writes timelines, writes Gateway queues,
sends Telegram messages, reads secrets, or starts runtime work.
Loads the latest committed P2-104 matched PlayBook learning gap contract. This
module validates repo-committed evidence only; it never writes learning state,
updates PlayBook trust, writes KM / LOGBOOK / audit / timeline, writes Gateway
queues, sends Telegram messages, reads secrets, or starts runtime work.
"""
from __future__ import annotations
@@ -24,7 +24,7 @@ _RUNTIME_AUTHORITY = "matched_playbook_learning_gap_contract_only_no_live_trust_
def load_latest_ai_agent_matched_playbook_learning_gap(
evaluations_dir: Path | None = None,
) -> dict[str, Any]:
"""Load the newest committed matched PlayBook learning gap contract."""
"""Load the newest committed AI Agent matched PlayBook learning gap contract."""
directory = evaluations_dir or _DEFAULT_EVALUATIONS_DIR
candidates = sorted(directory.glob(_SNAPSHOT_PATTERN))
if not candidates:
@@ -37,11 +37,11 @@ def load_latest_ai_agent_matched_playbook_learning_gap(
if not isinstance(payload, dict):
raise ValueError(f"{latest}: expected JSON object")
_require_schema(payload, str(latest))
_require_no_live_boundaries(payload, str(latest))
_require_learning_checkpoints(payload, str(latest))
_require_gap_items(payload, str(latest))
_require_test_contracts(payload, str(latest))
_require_owner_gates(payload, str(latest))
_require_production_readback(payload, str(latest))
_require_learning_gap_truth(payload, str(latest))
_require_gap_lanes(payload, str(latest))
_require_learning_gates(payload, str(latest))
_require_writeback_candidates(payload, str(latest))
_require_redaction_contract(payload, str(latest))
_require_rollup_consistency(payload, str(latest))
return payload
@@ -61,140 +61,160 @@ def _require_schema(payload: dict[str, Any], label: str) -> None:
raise ValueError(f"{label}: next_task_id must be P2-105")
def _require_no_live_boundaries(payload: dict[str, Any], label: str) -> None:
def _require_production_readback(payload: dict[str, Any], label: str) -> None:
readback = payload.get("production_readback") or {}
if readback.get("readback_mode") != "read_only_db_readback":
raise ValueError(f"{label}: production_readback.readback_mode must remain read_only_db_readback")
if readback.get("project_id_scope") != "awoooi":
raise ValueError(f"{label}: production_readback.project_id_scope must remain awoooi")
if readback.get("rls_fail_closed_verified") is not True:
raise ValueError(f"{label}: production readback must verify RLS fail-closed")
total = readback.get("approval_24h_total")
matched = readback.get("approval_24h_matched")
if not isinstance(total, int) or not isinstance(matched, int):
raise ValueError(f"{label}: approval_24h_total and approval_24h_matched must be integers")
if matched > total:
raise ValueError(f"{label}: approval_24h_matched cannot exceed approval_24h_total")
expected_rate = 0 if total == 0 else round((matched / total) * 100)
if readback.get("matched_rate_24h_percent") != expected_rate:
raise ValueError(f"{label}: matched_rate_24h_percent must match approval 24h readback")
if matched != total:
raise ValueError(f"{label}: P2-104 expects matched_playbook_id to be present for all 24h approvals")
if readback.get("playbook_updated_24h") != 0:
raise ValueError(f"{label}: playbook_updated_24h must remain 0 until trust write gate is approved")
def _require_learning_gap_truth(payload: dict[str, Any], label: str) -> None:
truth = payload.get("learning_gap_truth") or {}
required_true = {
"p2_103_result_audit_loaded",
"matched_playbook_source_contract_ready",
"approval_record_contract_ready",
"learning_service_contract_ready",
"execution_learning_await_contract_ready",
"e2e_test_contract_ready",
"owner_gate_contract_ready",
"all_checkpoints_have_evidence_ref",
"p2_103_task_result_audit_loaded",
"production_db_readback_completed",
"rls_fail_closed_verified",
"matched_playbook_id_present_24h",
"matched_playbook_id_gap_resolved",
"execution_learning_gap_detected",
"approved_without_execution_meta_detected",
"playbook_trust_update_gap_detected",
}
missing = sorted(field for field in required_true if truth.get(field) is not True)
if missing:
raise ValueError(f"{label}: learning gap readiness flags must remain true: {missing}")
required_false = {
"runtime_execution_enabled",
"live_db_read_enabled",
"runtime_learning_write_enabled",
"playbook_trust_write_enabled",
"approval_auto_execute_enabled",
"km_write_enabled",
"logbook_runtime_write_enabled",
"audit_db_write_enabled",
"timeline_write_enabled",
"gateway_queue_write_enabled",
"telegram_send_enabled",
"production_write_enabled",
"secret_value_read_enabled",
"host_or_cluster_command_enabled",
"destructive_operation_enabled",
"work_window_transcript_display_allowed",
}
unsafe = sorted(field for field in required_false if truth.get(field) is not False)
if unsafe:
raise ValueError(f"{label}: live read/write/send/execution flags must remain false: {unsafe}")
raise ValueError(f"{label}: live write/send/execution flags must remain false: {unsafe}")
zero_counts = {
"runtime_execution_count_24h",
"live_db_read_count_24h",
"playbook_updated_24h",
"live_learning_write_count_24h",
"playbook_trust_write_count_24h",
"km_write_count_24h",
"timeline_write_count_24h",
"gateway_queue_write_count_24h",
"telegram_send_count_24h",
"production_write_count_24h",
"secret_value_read_count_24h",
"host_or_cluster_command_count_24h",
"destructive_operation_count_24h",
}
non_zero = sorted(field for field in zero_counts if truth.get(field) != 0)
if non_zero:
raise ValueError(f"{label}: live read/write/send/execution counts must remain zero: {non_zero}")
raise ValueError(f"{label}: live learning/trust/send/write counts must remain zero: {non_zero}")
if truth.get("approval_24h_total") != truth.get("approval_24h_matched"):
raise ValueError(f"{label}: matched_playbook_id gap must remain resolved for 24h approvals")
if truth.get("approved_without_execution_meta_24h", 0) <= 0:
raise ValueError(f"{label}: P2-104 must expose approved_without_execution_meta_24h as the active gap")
def _require_learning_checkpoints(payload: dict[str, Any], label: str) -> None:
checkpoints = payload.get("learning_checkpoints") or []
checkpoint_ids = {checkpoint.get("checkpoint_id") for checkpoint in checkpoints}
def _require_gap_lanes(payload: dict[str, Any], label: str) -> None:
lanes = payload.get("gap_lanes") or []
lane_ids = {lane.get("lane_id") for lane in lanes}
required = {
"checkpoint_proposal_playbook_match",
"checkpoint_approval_record_serialization",
"checkpoint_learning_service_update",
"checkpoint_execution_await_learning",
"checkpoint_repair_candidate_playbook_id",
"checkpoint_webhook_source_correlation",
"checkpoint_live_null_rate_gate",
"lane_matched_id_present",
"lane_approved_without_execution_meta",
"lane_pending_human_gate",
"lane_execution_failed_learning_candidate",
"lane_playbook_trust_not_updated",
}
if checkpoint_ids != required:
raise ValueError(f"{label}: learning checkpoints must match {sorted(required)}")
if lane_ids != required:
raise ValueError(f"{label}: gap lanes must match {sorted(required)}")
valid_status = {
"covered_by_test",
"covered_by_existing_tests",
"source_guarded",
"blocked_until_live_evidence",
}
for checkpoint in checkpoints:
checkpoint_id = checkpoint.get("checkpoint_id")
if checkpoint.get("current_status") not in valid_status:
raise ValueError(f"{label}: checkpoint {checkpoint_id} current_status is invalid")
if checkpoint.get("writes_live_state") is not False:
raise ValueError(f"{label}: checkpoint {checkpoint_id} writes_live_state must remain false")
if not isinstance(checkpoint.get("requires_owner_review"), bool):
raise ValueError(f"{label}: checkpoint {checkpoint_id} requires_owner_review must be boolean")
for field in {"source_component", "evidence_ref", "expected_signal", "gap_if_missing"}:
if not checkpoint.get(field):
raise ValueError(f"{label}: checkpoint {checkpoint_id} must list {field}")
if not _is_redacted_sha256(checkpoint.get("evidence_hash")):
raise ValueError(f"{label}: checkpoint {checkpoint_id} must expose evidence_hash")
valid_statuses = {"passed", "blocked", "owner_review_required", "ready"}
valid_risks = {"low", "medium", "high", "critical"}
for lane in lanes:
lane_id = lane.get("lane_id")
if lane.get("status") not in valid_statuses:
raise ValueError(f"{label}: lane {lane_id} status is invalid")
if lane.get("risk_tier") not in valid_risks:
raise ValueError(f"{label}: lane {lane_id} risk_tier is invalid")
if lane.get("live_write_enabled") is not False:
raise ValueError(f"{label}: lane {lane_id} live_write_enabled must remain false")
for field in {"display_name", "owner_agent", "evidence", "next_gate"}:
if not lane.get(field):
raise ValueError(f"{label}: lane {lane_id} must list {field}")
if not _is_redacted_sha256(lane.get("evidence_hash")):
raise ValueError(f"{label}: lane {lane_id} must expose evidence_hash")
def _require_gap_items(payload: dict[str, Any], label: str) -> None:
gaps = payload.get("gap_items") or []
if not gaps:
raise ValueError(f"{label}: gap_items must not be empty")
for gap in gaps:
gap_id = gap.get("gap_id")
if gap.get("severity") not in {"critical", "high", "medium", "low"}:
raise ValueError(f"{label}: gap {gap_id} severity is invalid")
if not isinstance(gap.get("blocks_trust_write"), bool):
raise ValueError(f"{label}: gap {gap_id} blocks_trust_write must be boolean")
for field in {"display_name", "current_state", "required_evidence", "owner_next_action"}:
if not gap.get(field):
raise ValueError(f"{label}: gap {gap_id} must list {field}")
def _require_test_contracts(payload: dict[str, Any], label: str) -> None:
tests = payload.get("test_contracts") or []
if len(tests) < 5:
raise ValueError(f"{label}: test_contracts must include at least five tests")
for test in tests:
test_id = test.get("test_id")
if test.get("live_execution_required") is not False:
raise ValueError(f"{label}: test {test_id} live_execution_required must remain false")
if not test.get("test_ref") or "::" not in test.get("test_ref", ""):
raise ValueError(f"{label}: test {test_id} must expose test_ref")
if not test.get("expected_result"):
raise ValueError(f"{label}: test {test_id} must list expected_result")
def _require_owner_gates(payload: dict[str, Any], label: str) -> None:
gates = payload.get("owner_gates") or []
def _require_learning_gates(payload: dict[str, Any], label: str) -> None:
gates = payload.get("learning_gates") or []
gate_ids = {gate.get("gate_id") for gate in gates}
required = {
"gate_read_only_live_null_rate",
"gate_playbook_trust_write",
"gate_km_timeline_write",
"gate_result_capture_contract",
"gate_critic_reviewer_score",
"gate_learning_writeback_approval",
"gate_post_write_verifier",
"gate_telegram_operator_receipt",
}
if gate_ids != required:
raise ValueError(f"{label}: owner gates must match {sorted(required)}")
raise ValueError(f"{label}: learning gates must match {sorted(required)}")
for gate in gates:
gate_id = gate.get("gate_id")
if gate.get("approval_required") is not True:
raise ValueError(f"{label}: gate {gate_id} approval_required must remain true")
if gate.get("runtime_write_allowed") is not False:
raise ValueError(f"{label}: gate {gate_id} runtime_write_allowed must remain false")
if not gate.get("blocked_reason"):
raise ValueError(f"{label}: gate {gate_id} must list blocked_reason")
if gate.get("status") not in {"ready", "needs_owner_review", "blocked_by_policy"}:
raise ValueError(f"{label}: gate {gate_id} status is invalid")
if gate.get("creates_runtime_write") is not False:
raise ValueError(f"{label}: gate {gate_id} creates_runtime_write must remain false")
if not gate.get("required_before") or not gate.get("failure_if_missing"):
raise ValueError(f"{label}: gate {gate_id} must list required_before and failure_if_missing")
def _require_writeback_candidates(payload: dict[str, Any], label: str) -> None:
candidates = payload.get("writeback_candidates") or []
candidate_ids = {candidate.get("candidate_id") for candidate in candidates}
required = {
"candidate_approval_execution_bridge",
"candidate_learning_service_payload",
"candidate_playbook_trust_update",
"candidate_operator_learning_report",
}
if candidate_ids != required:
raise ValueError(f"{label}: writeback candidates must match {sorted(required)}")
for candidate in candidates:
candidate_id = candidate.get("candidate_id")
if candidate.get("write_enabled") is not False:
raise ValueError(f"{label}: candidate {candidate_id} write_enabled must remain false")
if candidate.get("runtime_writer_enabled") is not False:
raise ValueError(f"{label}: candidate {candidate_id} runtime_writer_enabled must remain false")
if not candidate.get("required_fields"):
raise ValueError(f"{label}: candidate {candidate_id} must list required_fields")
if not candidate.get("blocker_summary"):
raise ValueError(f"{label}: candidate {candidate_id} must list blocker_summary")
if not _is_redacted_sha256(candidate.get("evidence_hash")):
raise ValueError(f"{label}: candidate {candidate_id} must expose evidence_hash")
def _require_redaction_contract(payload: dict[str, Any], label: str) -> None:
@@ -207,67 +227,55 @@ def _require_redaction_contract(payload: dict[str, Any], label: str) -> None:
"work_window_transcript_display_allowed",
}
if contract.get("redaction_required") is not True:
raise ValueError(f"{label}: redaction_required must be true")
raise ValueError(f"{label}: display redaction must remain required")
unsafe = sorted(field for field in required_false if contract.get(field) is not False)
if unsafe:
raise ValueError(f"{label}: redaction flags must remain false: {unsafe}")
if not contract.get("allowed_display_fields"):
raise ValueError(f"{label}: allowed_display_fields must not be empty")
if not contract.get("blocked_display_fields"):
raise ValueError(f"{label}: blocked_display_fields must not be empty")
raise ValueError(f"{label}: display redaction fields must remain false: {unsafe}")
def _require_rollup_consistency(payload: dict[str, Any], label: str) -> None:
rollups = payload.get("rollups") or {}
checkpoints = payload.get("learning_checkpoints") or []
gaps = payload.get("gap_items") or []
tests = payload.get("test_contracts") or []
gates = payload.get("owner_gates") or []
truth = payload.get("learning_gap_truth") or {}
readback = payload.get("production_readback") or {}
lanes = payload.get("gap_lanes") or []
gates = payload.get("learning_gates") or []
candidates = payload.get("writeback_candidates") or []
expected = {
"learning_checkpoint_count": len(checkpoints),
"covered_by_test_count": sum(
1
for item in checkpoints
if item.get("current_status") in {"covered_by_test", "covered_by_existing_tests"}
),
"source_guarded_count": sum(1 for item in checkpoints if item.get("current_status") == "source_guarded"),
"blocked_until_live_evidence_count": sum(1 for item in checkpoints if item.get("current_status") == "blocked_until_live_evidence"),
"gap_item_count": len(gaps),
"high_severity_gap_count": sum(1 for item in gaps if item.get("severity") == "high"),
"test_contract_count": len(tests),
"owner_gate_count": len(gates),
"approval_required_gate_count": sum(1 for item in gates if item.get("approval_required") is True),
"gap_lane_count": len(lanes),
"passed_lane_count": sum(1 for lane in lanes if lane.get("status") == "passed"),
"blocked_lane_count": sum(1 for lane in lanes if lane.get("status") == "blocked"),
"owner_review_lane_count": sum(1 for lane in lanes if lane.get("status") == "owner_review_required"),
"approval_24h_total": readback.get("approval_24h_total"),
"approval_24h_matched": readback.get("approval_24h_matched"),
"matched_rate_24h_percent": readback.get("matched_rate_24h_percent"),
"approved_without_execution_meta_24h": truth.get("approved_without_execution_meta_24h"),
"pending_with_matched_24h": truth.get("pending_with_matched_24h"),
"execution_failed_with_matched_24h": truth.get("execution_failed_with_matched_24h"),
"playbook_with_execution_stats_count": readback.get("playbook_with_execution_stats"),
"playbook_updated_24h_count": readback.get("playbook_updated_24h"),
"learning_gate_count": len(gates),
"writeback_candidate_count": len(candidates),
"live_learning_write_count": truth.get("live_learning_write_count_24h"),
"playbook_trust_write_count": truth.get("playbook_trust_write_count_24h"),
"gateway_queue_write_count": truth.get("gateway_queue_write_count_24h"),
"telegram_send_count": truth.get("telegram_send_count_24h"),
"production_write_count": truth.get("production_write_count_24h"),
"secret_value_read_count": truth.get("secret_value_read_count_24h"),
"destructive_operation_count": truth.get("destructive_operation_count_24h"),
}
mismatches = {
key: {"expected": value, "actual": rollups.get(key)}
for key, value in expected.items()
if rollups.get(key) != value
key: {"expected": expected_value, "actual": rollups.get(key)}
for key, expected_value in expected.items()
if rollups.get(key) != expected_value
}
if mismatches:
raise ValueError(f"{label}: rollup counts mismatch: {mismatches}")
zero_rollups = {
"runtime_execution_count",
"live_db_read_count",
"playbook_trust_write_count",
"km_write_count",
"timeline_write_count",
"gateway_queue_write_count",
"telegram_send_count",
"production_write_count",
"secret_value_read_count",
"destructive_operation_count",
}
non_zero = sorted(field for field in zero_rollups if rollups.get(field) != 0)
if non_zero:
raise ValueError(f"{label}: rollup live read/write/send/execution counts must remain zero: {non_zero}")
def _is_redacted_sha256(value: Any) -> bool:
if not isinstance(value, str):
return False
if not value.startswith("sha256:"):
if not value.startswith("sha256:") or len(value) != 71:
return False
digest = value.removeprefix("sha256:")
return len(digest) == 64 and all(char in "0123456789abcdef" for char in digest)
return all(char in "0123456789abcdef" for char in value.removeprefix("sha256:"))