Imported from industry-ai/blazeclaw (blazeclaw/skills/self-evolving/SKILL.md). Install upstream with npx skills add industry-ai/blazeclaw --skill self-evolving. Copyright stays with the author.

Self-Evolving Skill

Log learnings and errors to markdown files for continuous improvement. Important patterns can be promoted into workspace guidance files.

Quick Reference

Situation	Action
Command/operation fails	Log to `.learnings/ERRORS.md`
User corrects you	Log to `.learnings/LEARNINGS.md` with category `correction`
User wants missing feature	Log to `.learnings/FEATURE_REQUESTS.md`
Knowledge was outdated	Log to `.learnings/LEARNINGS.md` with category `knowledge_gap`
Found better approach	Log to `.learnings/LEARNINGS.md` with category `best_practice`
Outage simulation drill completes	Run `scripts/outage-outcome-promoter.*` with tenant + phase + policy profile inputs to log scored recommendations

Skill Layout

.learnings/ — runtime logs and entries
assets/ — reusable templates
references/ — setup and integration guidance
scripts/ — helper scripts
hooks/blazeclaw/ — dedicated event-hook adapter artifacts

Logging Targets

blazeclaw/skills/self-evolving/.learnings/LEARNINGS.md
blazeclaw/skills/self-evolving/.learnings/ERRORS.md
blazeclaw/skills/self-evolving/.learnings/FEATURE_REQUESTS.md
blazeclaw/skills/self-evolving/.learnings/POLICY_TUNING_RECOMMENDATIONS.md
blazeclaw/skills/self-evolving/.learnings/OUTAGE_TREND_HISTORY.csv
blazeclaw/skills/self-evolving/assets/policy-profile-scoring-weights.csv
blazeclaw/skills/self-evolving/assets/policy-profile-conjugate-priors.csv
blazeclaw/skills/self-evolving/assets/policy-profile-conjugate-priors.template.csv
blazeclaw/skills/self-evolving/assets/policy-profile-scoring-weights.manifest
blazeclaw/skills/self-evolving/assets/policy-profile-scoring-weights.manifest.template
blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.conf
blazeclaw/skills/self-evolving/assets/policy-profile-key-revocations.csv
blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.attestation
blazeclaw/skills/self-evolving/assets/policy-profile-revocation-slo.conf
blazeclaw/skills/self-evolving/.learnings/TENANT_TRUST_POLICY_ATTESTATION_DASHBOARD.md
blazeclaw/skills/self-evolving/.learnings/TENANT_TRUST_POLICY_ATTESTATION_HISTORY.csv
blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_ATTESTATION_ANOMALY_HEATMAP.md
blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_AUTO_REMEDIATION_ROUTING.md
blazeclaw/skills/self-evolving/assets/tenant-criticality-tiers.csv
blazeclaw/skills/self-evolving/assets/attestation-anomaly-threshold-tiers.csv
blazeclaw/skills/self-evolving/assets/attestation-anomaly-time-decay-policy.conf
blazeclaw/skills/self-evolving/assets/attestation-anomaly-recurrence-tuning-policy.conf
blazeclaw/skills/self-evolving/assets/attestation-anomaly-seasonal-decomposition-policy.conf
blazeclaw/skills/self-evolving/assets/attestation-anomaly-seasonal-overlay-policy.csv
blazeclaw/skills/self-evolving/assets/attestation-anomaly-causal-clustering-policy.conf
blazeclaw/skills/self-evolving/.learnings/ANOMALY_CAUSAL_HISTORY.csv
blazeclaw/skills/self-evolving/.learnings/SEASONAL_OVERLAY_CANDIDATES.md
blazeclaw/skills/self-evolving/assets/attestation-anomaly-causal-graphing-policy.conf
blazeclaw/skills/self-evolving/.learnings/CAUSAL_CONFIDENCE_GRAPH.md
blazeclaw/skills/self-evolving/.learnings/CAUSAL_GRAPH_EXPLAINABILITY_TRACES.md
blazeclaw/skills/self-evolving/.learnings/CAUSAL_GRAPH_EXPLAINABILITY_HISTORY.csv
blazeclaw/skills/self-evolving/.learnings/CAUSAL_DRIFT_ROOT_CAUSE_NARRATIVES.md

Outage Simulation Outcome Workflow

Capture outage drill outcomes and translate them into reusable guidance.

Run one of the outage promoter scripts after each drill:
- scripts/outage-outcome-promoter.sh
- scripts/outage-outcome-promoter.ps1
Provide required metadata:
- simulation id
- tenant id
- rollout phase (r1|r2|r3|r4)
- policy profile (--policy-profile, default default)
- environment (--environment, dev|stage|prod, default prod)
- dependency (registry or authority)
- result (pass or fail)
- evidence path
- optional weights file (--weights-file, defaults to assets/policy-profile-scoring-weights.csv)
- optional conjugate-prior policy profile file for dependency-specific posterior tuning (--conjugate-prior-policy-file, defaults to assets/policy-profile-conjugate-priors.csv)
- optional dependency-specific posterior tuning controls:
  - --disable-dependency-specific-posterior-tuning
  - --require-conjugate-prior-policy
- optional trend window size (--trend-window-size, default 20)
- optional strict schema version gate (--strict-schema-version)
- optional signed-manifest verification gate:
  - --manifest-file (defaults to assets/policy-profile-scoring-weights.manifest)
  - --require-signed-manifest (fail-fast if verification cannot be completed)
- optional cryptographic signature verification mode:
  - --signature-verification-mode none|kms|sigstore
  - KMS mode: --kms-public-key-file <path>
  - Sigstore mode:
    - --sigstore-certificate-file <path>
    - --sigstore-certificate-identity <identity>
    - --sigstore-oidc-issuer <issuer>
    - optional --cosign-path <path>
  - tool dependencies:
    - KMS mode: openssl
    - Sigstore mode: cosign
- optional trust-policy distribution and key revocation gates:
  - --trust-policy-file (defaults to assets/policy-profile-trust-policy.conf)
  - --require-trust-policy
  - --revocation-file (defaults to assets/policy-profile-key-revocations.csv)
  - --require-revocation-check
- optional trust-policy publication attestation and revocation SLO alert gates:
  - --trust-policy-attestation-file (defaults to assets/policy-profile-trust-policy.attestation)
  - --require-trust-policy-attestation
  - --revocation-slo-file (defaults to assets/policy-profile-revocation-slo.conf)
  - --require-revocation-slo
- optional tenant attestation aggregation dashboard controls:
  - --attestation-dashboard-file (defaults to .learnings/TENANT_TRUST_POLICY_ATTESTATION_DASHBOARD.md)
  - --attestation-history-file (defaults to .learnings/TENANT_TRUST_POLICY_ATTESTATION_HISTORY.csv)
  - --attestation-baseline-window (default 20)
  - --attestation-anomaly-threshold-percent (default 25)
  - --require-attestation-baseline-gate
  - --disable-attestation-dashboard
- optional cross-tenant heatmap and routing controls:
  - --cross-tenant-heatmap-file (defaults to .learnings/CROSS_TENANT_ATTESTATION_ANOMALY_HEATMAP.md)
  - --auto-remediation-routing-file (defaults to .learnings/CROSS_TENANT_AUTO_REMEDIATION_ROUTING.md)
  - --disable-cross-tenant-heatmap
- optional adaptive anomaly threshold calibration controls:
  - --tenant-criticality-file (defaults to assets/tenant-criticality-tiers.csv)
  - --adaptive-threshold-policy-file (defaults to assets/attestation-anomaly-threshold-tiers.csv)
  - --disable-adaptive-threshold-calibration
  - --require-adaptive-threshold-policy
- optional time-decay anomaly weighting controls:
  - --time-decay-policy-file (defaults to assets/attestation-anomaly-time-decay-policy.conf)
  - --time-decay-half-life (default 5)
  - --disable-time-decay-weighting
  - --require-time-decay-policy
- optional recurrence auto-tuning controls:
  - --recurrence-tuning-policy-file (defaults to assets/attestation-anomaly-recurrence-tuning-policy.conf)
  - --disable-recurrence-auto-tuning
  - --require-recurrence-tuning-policy
- optional seasonal recurrence decomposition controls:
  - --seasonal-decomposition-policy-file (defaults to assets/attestation-anomaly-seasonal-decomposition-policy.conf)
  - --reporting-cycle-length (default 12)
  - --disable-seasonal-recurrence-decomposition
  - --require-seasonal-decomposition-policy
- optional holiday/event overlay controls:
  - --seasonal-overlay-policy-file (defaults to assets/attestation-anomaly-seasonal-overlay-policy.csv)
  - --disable-seasonal-overlay-tuning
  - --require-seasonal-overlay-policy
- optional anomaly-causal clustering controls:
  - --causal-clustering-policy-file (defaults to assets/attestation-anomaly-causal-clustering-policy.conf)
  - --overlay-candidate-file (defaults to .learnings/SEASONAL_OVERLAY_CANDIDATES.md)
  - --disable-causal-clustering
  - --require-causal-clustering-policy
- optional confidence-weighted causal graphing controls:
  - --causal-graphing-policy-file (defaults to assets/attestation-anomaly-causal-graphing-policy.conf)
  - --causal-graph-file (defaults to .learnings/CAUSAL_CONFIDENCE_GRAPH.md)
  - --disable-confidence-causal-graphing
  - --require-causal-graphing-policy
  - --graph-cohort-window (default 30)
  - --graph-temporal-decay-rate (default 0.15)
  - --disable-graph-edge-persistence
  - --graph-explainability-file (defaults to .learnings/CAUSAL_GRAPH_EXPLAINABILITY_TRACES.md)
  - --disable-graph-explainability-traces
  - --disable-explainer-diffing
  - --explainer-drift-threshold (default 15)
  - --drift-root-cause-file (defaults to .learnings/CAUSAL_DRIFT_ROOT_CAUSE_NARRATIVES.md)
  - --disable-drift-root-cause-synthesis
  - --disable-probabilistic-confidence-bounds
  - --confidence-bound-zscore (default 1.96)
  - --disable-bayesian-posterior-confidence
  - --bayes-prior-alpha (default 1)
  - --bayes-prior-beta (default 1)
Script outputs:
- learning promotion candidate appended to .learnings/LEARNINGS.md
- policy tuning recommendation appended to .learnings/POLICY_TUNING_RECOMMENDATIONS.md
- tenant-scoped trend history appended to .learnings/OUTAGE_TREND_HISTORY.csv
- dependency-segmented trend window metrics for each tenant
- phase-aware recommendation score and severity using policy profile scoring weights
- fail-fast validation errors when weights file or profile is missing or malformed
- optional fail-fast schema mismatch errors when strict schema gate is enabled
- optional fail-fast signed-manifest integrity errors when manifest metadata is missing or weight digest mismatches
- optional fail-fast cryptographic signature verification errors for KMS/Sigstore integration when mode-specific checks fail
- optional fail-fast trust-policy distribution errors for stale or unauthorized key usage
- optional fail-fast revocation-list errors when manifest key is revoked
- optional fail-fast trust-policy attestation errors when publication metadata is missing or digest mismatches
- optional fail-fast revocation propagation SLO errors when freshness thresholds are exceeded
- optional fail-fast tenant attestation anomaly baseline breaches when baseline gate is enabled
- optional cross-tenant anomaly heatmap entries with tenant severity bands
- optional cross-tenant auto-remediation routing recommendations for anomaly severity
- optional adaptive anomaly threshold calibration outputs using tenant criticality tiers
- optional time-decay weighted anomaly outputs for drift-sensitive tenant baselines
- optional auto-tuned decay-factor outputs derived from tenant incident recurrence patterns
- optional seasonal decomposition outputs to tune decay factors by reporting cycle phase
- optional holiday/event overlay outputs for cross-cycle seasonal multiplier tuning
- optional anomaly-causal clustering outputs for suggested seasonal overlay candidates
- optional confidence-weighted causal graph outputs for multi-factor overlay recommendations
- optional temporal decay and edge persistence scoring outputs across drill cohorts
- optional cohort-aware explainability traces for recommendation auditability
- optional consecutive cohort explainer diff outputs for audit drift detection
- optional root-cause narrative synthesis outputs for flagged drift events
- optional probabilistic confidence-bound evidence statements in drift root-cause narratives
- optional Bayesian posterior update evidence statements for narrative confidence intervals
- optional dependency-specific conjugate-prior posterior tuning outputs resolved from policy profile + environment + tenant + dependency hierarchy with wildcard fallback
- optional fail-fast conjugate-prior profile resolution errors when dependency-specific posterior tuning gate is enabled
Promote proven recommendations into governance guidance files:
- AGENTS.md
- TOOLS.md
- .github/copilot-instructions.md

Promotion Targets

When a pattern is proven, promote it to:

AGENTS.md (workflow/process)
SOUL.md (behavior)
TOOLS.md (tool gotchas)
MEMORY.md (durable context)
.github/copilot-instructions.md (editor assistant guidance)

References

references/examples.md
references/hooks-setup.md
references/openclaw-integration.md (BlazeClaw content in legacy filename)
references/hook-governance-policy-template.md
references/hook-rollout-policy-template.md
references/federated-remediation-governance-scorecard-template.md
references/enterprise-policy-attestation-publication-template.md

Usage Guide (BlazeClaw)

Ensure the skill exists at blazeclaw/skills/self-evolving/.
Ensure hook adapter artifacts exist:
- hooks/blazeclaw/HOOK.md
- hooks/blazeclaw/handler.ts
Start BlazeClaw runtime from repo root.
Verify prompt lifecycle injection via diagnostics report field:
- hooks.selfEvolvingHookTriggered: true
- skills.selfEvolvingReminderInjected: true (fallback/legacy visibility)
- hooks.reminderState and hooks.reminderReason for transition telemetry

Rollout Checklist

Verify .learnings/* files are writable.
Verify reminder appears in prompt lifecycle when skill is eligible.
Verify scripts run in your shell environment:
- scripts/activator.sh
- scripts/activator.ps1
- scripts/error-detector.sh
- scripts/error-detector.ps1
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-001 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --dependency registry --result pass --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.ps1 --dry-run --simulation-id SIM-AUTH-001 --tenant-id tenant-a --rollout-phase r3 --policy-profile org-dr-sentinel --dependency authority --result fail --evidence-path reports/drills/sample-authority.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-002 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --strict-schema-version v1 --dependency registry --result pass --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-003 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --strict-schema-version v1 --require-signed-manifest --manifest-file blazeclaw/skills/self-evolving/assets/policy-profile-scoring-weights.manifest --dependency registry --result pass --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-004 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --strict-schema-version v1 --require-signed-manifest --manifest-file blazeclaw/skills/self-evolving/assets/policy-profile-scoring-weights.manifest --signature-verification-mode kms --kms-public-key-file ./keys/org-governance-public.pem --dependency registry --result pass --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-005 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --require-signed-manifest --manifest-file blazeclaw/skills/self-evolving/assets/policy-profile-scoring-weights.manifest --signature-verification-mode sigstore --sigstore-certificate-file ./keys/org-governance-cert.pem --sigstore-certificate-identity governance-signing-service@example.com --sigstore-oidc-issuer https://token.actions.githubusercontent.com --dependency registry --result pass --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-006 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --require-signed-manifest --manifest-file blazeclaw/skills/self-evolving/assets/policy-profile-scoring-weights.manifest --require-trust-policy --trust-policy-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.conf --require-revocation-check --revocation-file blazeclaw/skills/self-evolving/assets/policy-profile-key-revocations.csv --dependency registry --result pass --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-007 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --require-signed-manifest --manifest-file blazeclaw/skills/self-evolving/assets/policy-profile-scoring-weights.manifest --require-trust-policy --trust-policy-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.conf --require-revocation-check --revocation-file blazeclaw/skills/self-evolving/assets/policy-profile-key-revocations.csv --require-trust-policy-attestation --trust-policy-attestation-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.attestation --require-revocation-slo --revocation-slo-file blazeclaw/skills/self-evolving/assets/policy-profile-revocation-slo.conf --dependency registry --result pass --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-008 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --require-signed-manifest --manifest-file blazeclaw/skills/self-evolving/assets/policy-profile-scoring-weights.manifest --require-trust-policy --trust-policy-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.conf --require-revocation-check --revocation-file blazeclaw/skills/self-evolving/assets/policy-profile-key-revocations.csv --require-trust-policy-attestation --trust-policy-attestation-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.attestation --require-revocation-slo --revocation-slo-file blazeclaw/skills/self-evolving/assets/policy-profile-revocation-slo.conf --attestation-baseline-window 20 --attestation-anomaly-threshold-percent 25 --require-attestation-baseline-gate --dependency registry --result pass --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-009 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --require-signed-manifest --manifest-file blazeclaw/skills/self-evolving/assets/policy-profile-scoring-weights.manifest --require-trust-policy --trust-policy-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.conf --require-revocation-check --revocation-file blazeclaw/skills/self-evolving/assets/policy-profile-key-revocations.csv --require-trust-policy-attestation --trust-policy-attestation-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.attestation --require-revocation-slo --revocation-slo-file blazeclaw/skills/self-evolving/assets/policy-profile-revocation-slo.conf --attestation-baseline-window 20 --attestation-anomaly-threshold-percent 25 --require-attestation-baseline-gate --cross-tenant-heatmap-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_ATTESTATION_ANOMALY_HEATMAP.md --auto-remediation-routing-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_AUTO_REMEDIATION_ROUTING.md --dependency registry --result pass --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-010 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --require-signed-manifest --manifest-file blazeclaw/skills/self-evolving/assets/policy-profile-scoring-weights.manifest --require-trust-policy --trust-policy-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.conf --require-revocation-check --revocation-file blazeclaw/skills/self-evolving/assets/policy-profile-key-revocations.csv --require-trust-policy-attestation --trust-policy-attestation-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.attestation --require-revocation-slo --revocation-slo-file blazeclaw/skills/self-evolving/assets/policy-profile-revocation-slo.conf --attestation-baseline-window 20 --attestation-anomaly-threshold-percent 25 --require-attestation-baseline-gate --tenant-criticality-file blazeclaw/skills/self-evolving/assets/tenant-criticality-tiers.csv --adaptive-threshold-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-threshold-tiers.csv --require-adaptive-threshold-policy --cross-tenant-heatmap-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_ATTESTATION_ANOMALY_HEATMAP.md --auto-remediation-routing-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_AUTO_REMEDIATION_ROUTING.md --dependency registry --result pass --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-011 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --require-signed-manifest --manifest-file blazeclaw/skills/self-evolving/assets/policy-profile-scoring-weights.manifest --require-trust-policy --trust-policy-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.conf --require-revocation-check --revocation-file blazeclaw/skills/self-evolving/assets/policy-profile-key-revocations.csv --require-trust-policy-attestation --trust-policy-attestation-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.attestation --require-revocation-slo --revocation-slo-file blazeclaw/skills/self-evolving/assets/policy-profile-revocation-slo.conf --attestation-baseline-window 20 --attestation-anomaly-threshold-percent 25 --require-attestation-baseline-gate --tenant-criticality-file blazeclaw/skills/self-evolving/assets/tenant-criticality-tiers.csv --adaptive-threshold-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-threshold-tiers.csv --require-adaptive-threshold-policy --time-decay-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-time-decay-policy.conf --time-decay-half-life 5 --require-time-decay-policy --cross-tenant-heatmap-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_ATTESTATION_ANOMALY_HEATMAP.md --auto-remediation-routing-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_AUTO_REMEDIATION_ROUTING.md --dependency registry --result pass --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-012 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --require-signed-manifest --manifest-file blazeclaw/skills/self-evolving/assets/policy-profile-scoring-weights.manifest --require-trust-policy --trust-policy-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.conf --require-revocation-check --revocation-file blazeclaw/skills/self-evolving/assets/policy-profile-key-revocations.csv --require-trust-policy-attestation --trust-policy-attestation-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.attestation --require-revocation-slo --revocation-slo-file blazeclaw/skills/self-evolving/assets/policy-profile-revocation-slo.conf --attestation-baseline-window 20 --attestation-anomaly-threshold-percent 25 --require-attestation-baseline-gate --tenant-criticality-file blazeclaw/skills/self-evolving/assets/tenant-criticality-tiers.csv --adaptive-threshold-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-threshold-tiers.csv --require-adaptive-threshold-policy --time-decay-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-time-decay-policy.conf --require-time-decay-policy --recurrence-tuning-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-recurrence-tuning-policy.conf --require-recurrence-tuning-policy --cross-tenant-heatmap-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_ATTESTATION_ANOMALY_HEATMAP.md --auto-remediation-routing-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_AUTO_REMEDIATION_ROUTING.md --dependency registry --result pass --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-013 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --require-signed-manifest --manifest-file blazeclaw/skills/self-evolving/assets/policy-profile-scoring-weights.manifest --require-trust-policy --trust-policy-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.conf --require-revocation-check --revocation-file blazeclaw/skills/self-evolving/assets/policy-profile-key-revocations.csv --require-trust-policy-attestation --trust-policy-attestation-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.attestation --require-revocation-slo --revocation-slo-file blazeclaw/skills/self-evolving/assets/policy-profile-revocation-slo.conf --attestation-baseline-window 20 --attestation-anomaly-threshold-percent 25 --require-attestation-baseline-gate --tenant-criticality-file blazeclaw/skills/self-evolving/assets/tenant-criticality-tiers.csv --adaptive-threshold-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-threshold-tiers.csv --require-adaptive-threshold-policy --time-decay-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-time-decay-policy.conf --require-time-decay-policy --recurrence-tuning-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-recurrence-tuning-policy.conf --require-recurrence-tuning-policy --seasonal-decomposition-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-seasonal-decomposition-policy.conf --reporting-cycle-length 12 --require-seasonal-decomposition-policy --cross-tenant-heatmap-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_ATTESTATION_ANOMALY_HEATMAP.md --auto-remediation-routing-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_AUTO_REMEDIATION_ROUTING.md --dependency registry --result pass --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-014 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --require-signed-manifest --manifest-file blazeclaw/skills/self-evolving/assets/policy-profile-scoring-weights.manifest --require-trust-policy --trust-policy-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.conf --require-revocation-check --revocation-file blazeclaw/skills/self-evolving/assets/policy-profile-key-revocations.csv --require-trust-policy-attestation --trust-policy-attestation-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.attestation --require-revocation-slo --revocation-slo-file blazeclaw/skills/self-evolving/assets/policy-profile-revocation-slo.conf --attestation-baseline-window 20 --attestation-anomaly-threshold-percent 25 --require-attestation-baseline-gate --tenant-criticality-file blazeclaw/skills/self-evolving/assets/tenant-criticality-tiers.csv --adaptive-threshold-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-threshold-tiers.csv --require-adaptive-threshold-policy --time-decay-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-time-decay-policy.conf --require-time-decay-policy --recurrence-tuning-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-recurrence-tuning-policy.conf --require-recurrence-tuning-policy --seasonal-decomposition-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-seasonal-decomposition-policy.conf --reporting-cycle-length 12 --require-seasonal-decomposition-policy --seasonal-overlay-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-seasonal-overlay-policy.csv --require-seasonal-overlay-policy --cross-tenant-heatmap-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_ATTESTATION_ANOMALY_HEATMAP.md --auto-remediation-routing-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_AUTO_REMEDIATION_ROUTING.md --dependency registry --result pass --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-015 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --require-signed-manifest --manifest-file blazeclaw/skills/self-evolving/assets/policy-profile-scoring-weights.manifest --require-trust-policy --trust-policy-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.conf --require-revocation-check --revocation-file blazeclaw/skills/self-evolving/assets/policy-profile-key-revocations.csv --require-trust-policy-attestation --trust-policy-attestation-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.attestation --require-revocation-slo --revocation-slo-file blazeclaw/skills/self-evolving/assets/policy-profile-revocation-slo.conf --attestation-baseline-window 20 --attestation-anomaly-threshold-percent 25 --require-attestation-baseline-gate --tenant-criticality-file blazeclaw/skills/self-evolving/assets/tenant-criticality-tiers.csv --adaptive-threshold-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-threshold-tiers.csv --require-adaptive-threshold-policy --time-decay-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-time-decay-policy.conf --require-time-decay-policy --recurrence-tuning-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-recurrence-tuning-policy.conf --require-recurrence-tuning-policy --seasonal-decomposition-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-seasonal-decomposition-policy.conf --reporting-cycle-length 12 --require-seasonal-decomposition-policy --seasonal-overlay-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-seasonal-overlay-policy.csv --require-seasonal-overlay-policy --causal-clustering-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-causal-clustering-policy.conf --require-causal-clustering-policy --overlay-candidate-file blazeclaw/skills/self-evolving/.learnings/SEASONAL_OVERLAY_CANDIDATES.md --cross-tenant-heatmap-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_ATTESTATION_ANOMALY_HEATMAP.md --auto-remediation-routing-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_AUTO_REMEDIATION_ROUTING.md --dependency registry --result pass --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-016 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --require-signed-manifest --manifest-file blazeclaw/skills/self-evolving/assets/policy-profile-scoring-weights.manifest --require-trust-policy --trust-policy-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.conf --require-revocation-check --revocation-file blazeclaw/skills/self-evolving/assets/policy-profile-key-revocations.csv --require-trust-policy-attestation --trust-policy-attestation-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.attestation --require-revocation-slo --revocation-slo-file blazeclaw/skills/self-evolving/assets/policy-profile-revocation-slo.conf --attestation-baseline-window 20 --attestation-anomaly-threshold-percent 25 --require-attestation-baseline-gate --tenant-criticality-file blazeclaw/skills/self-evolving/assets/tenant-criticality-tiers.csv --adaptive-threshold-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-threshold-tiers.csv --require-adaptive-threshold-policy --time-decay-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-time-decay-policy.conf --require-time-decay-policy --recurrence-tuning-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-recurrence-tuning-policy.conf --require-recurrence-tuning-policy --seasonal-decomposition-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-seasonal-decomposition-policy.conf --reporting-cycle-length 12 --require-seasonal-decomposition-policy --seasonal-overlay-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-seasonal-overlay-policy.csv --require-seasonal-overlay-policy --causal-clustering-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-causal-clustering-policy.conf --require-causal-clustering-policy --causal-graphing-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-causal-graphing-policy.conf --require-causal-graphing-policy --overlay-candidate-file blazeclaw/skills/self-evolving/.learnings/SEASONAL_OVERLAY_CANDIDATES.md --causal-graph-file blazeclaw/skills/self-evolving/.learnings/CAUSAL_CONFIDENCE_GRAPH.md --cross-tenant-heatmap-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_ATTESTATION_ANOMALY_HEATMAP.md --auto-remediation-routing-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_AUTO_REMEDIATION_ROUTING.md --dependency registry --result pass --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-017 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --require-signed-manifest --manifest-file blazeclaw/skills/self-evolving/assets/policy-profile-scoring-weights.manifest --require-trust-policy --trust-policy-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.conf --require-revocation-check --revocation-file blazeclaw/skills/self-evolving/assets/policy-profile-key-revocations.csv --require-trust-policy-attestation --trust-policy-attestation-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.attestation --require-revocation-slo --revocation-slo-file blazeclaw/skills/self-evolving/assets/policy-profile-revocation-slo.conf --attestation-baseline-window 20 --attestation-anomaly-threshold-percent 25 --require-attestation-baseline-gate --tenant-criticality-file blazeclaw/skills/self-evolving/assets/tenant-criticality-tiers.csv --adaptive-threshold-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-threshold-tiers.csv --require-adaptive-threshold-policy --time-decay-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-time-decay-policy.conf --require-time-decay-policy --recurrence-tuning-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-recurrence-tuning-policy.conf --require-recurrence-tuning-policy --seasonal-decomposition-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-seasonal-decomposition-policy.conf --reporting-cycle-length 12 --require-seasonal-decomposition-policy --seasonal-overlay-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-seasonal-overlay-policy.csv --require-seasonal-overlay-policy --causal-clustering-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-causal-clustering-policy.conf --require-causal-clustering-policy --causal-graphing-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-causal-graphing-policy.conf --require-causal-graphing-policy --graph-cohort-window 30 --graph-temporal-decay-rate 0.15 --overlay-candidate-file blazeclaw/skills/self-evolving/.learnings/SEASONAL_OVERLAY_CANDIDATES.md --causal-graph-file blazeclaw/skills/self-evolving/.learnings/CAUSAL_CONFIDENCE_GRAPH.md --cross-tenant-heatmap-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_ATTESTATION_ANOMALY_HEATMAP.md --auto-remediation-routing-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_AUTO_REMEDIATION_ROUTING.md --dependency registry --result pass --failure-mode certificate-expiry --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-018 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --require-signed-manifest --manifest-file blazeclaw/skills/self-evolving/assets/policy-profile-scoring-weights.manifest --require-trust-policy --trust-policy-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.conf --require-revocation-check --revocation-file blazeclaw/skills/self-evolving/assets/policy-profile-key-revocations.csv --require-trust-policy-attestation --trust-policy-attestation-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.attestation --require-revocation-slo --revocation-slo-file blazeclaw/skills/self-evolving/assets/policy-profile-revocation-slo.conf --attestation-baseline-window 20 --attestation-anomaly-threshold-percent 25 --require-attestation-baseline-gate --tenant-criticality-file blazeclaw/skills/self-evolving/assets/tenant-criticality-tiers.csv --adaptive-threshold-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-threshold-tiers.csv --require-adaptive-threshold-policy --time-decay-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-time-decay-policy.conf --require-time-decay-policy --recurrence-tuning-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-recurrence-tuning-policy.conf --require-recurrence-tuning-policy --seasonal-decomposition-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-seasonal-decomposition-policy.conf --reporting-cycle-length 12 --require-seasonal-decomposition-policy --seasonal-overlay-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-seasonal-overlay-policy.csv --require-seasonal-overlay-policy --causal-clustering-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-causal-clustering-policy.conf --require-causal-clustering-policy --causal-graphing-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-causal-graphing-policy.conf --require-causal-graphing-policy --graph-cohort-window 30 --graph-temporal-decay-rate 0.15 --graph-explainability-file blazeclaw/skills/self-evolving/.learnings/CAUSAL_GRAPH_EXPLAINABILITY_TRACES.md --overlay-candidate-file blazeclaw/skills/self-evolving/.learnings/SEASONAL_OVERLAY_CANDIDATES.md --causal-graph-file blazeclaw/skills/self-evolving/.learnings/CAUSAL_CONFIDENCE_GRAPH.md --cross-tenant-heatmap-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_ATTESTATION_ANOMALY_HEATMAP.md --auto-remediation-routing-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_AUTO_REMEDIATION_ROUTING.md --dependency registry --result pass --failure-mode certificate-expiry --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-019 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --require-signed-manifest --manifest-file blazeclaw/skills/self-evolving/assets/policy-profile-scoring-weights.manifest --require-trust-policy --trust-policy-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.conf --require-revocation-check --revocation-file blazeclaw/skills/self-evolving/assets/policy-profile-key-revocations.csv --require-trust-policy-attestation --trust-policy-attestation-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.attestation --require-revocation-slo --revocation-slo-file blazeclaw/skills/self-evolving/assets/policy-profile-revocation-slo.conf --attestation-baseline-window 20 --attestation-anomaly-threshold-percent 25 --require-attestation-baseline-gate --tenant-criticality-file blazeclaw/skills/self-evolving/assets/tenant-criticality-tiers.csv --adaptive-threshold-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-threshold-tiers.csv --require-adaptive-threshold-policy --time-decay-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-time-decay-policy.conf --require-time-decay-policy --recurrence-tuning-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-recurrence-tuning-policy.conf --require-recurrence-tuning-policy --seasonal-decomposition-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-seasonal-decomposition-policy.conf --reporting-cycle-length 12 --require-seasonal-decomposition-policy --seasonal-overlay-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-seasonal-overlay-policy.csv --require-seasonal-overlay-policy --causal-clustering-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-causal-clustering-policy.conf --require-causal-clustering-policy --causal-graphing-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-causal-graphing-policy.conf --require-causal-graphing-policy --graph-cohort-window 30 --graph-temporal-decay-rate 0.15 --explainer-drift-threshold 15 --graph-explainability-file blazeclaw/skills/self-evolving/.learnings/CAUSAL_GRAPH_EXPLAINABILITY_TRACES.md --overlay-candidate-file blazeclaw/skills/self-evolving/.learnings/SEASONAL_OVERLAY_CANDIDATES.md --causal-graph-file blazeclaw/skills/self-evolving/.learnings/CAUSAL_CONFIDENCE_GRAPH.md --cross-tenant-heatmap-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_ATTESTATION_ANOMALY_HEATMAP.md --auto-remediation-routing-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_AUTO_REMEDIATION_ROUTING.md --dependency registry --result fail --failure-mode certificate-expiry --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-020 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --require-signed-manifest --manifest-file blazeclaw/skills/self-evolving/assets/policy-profile-scoring-weights.manifest --require-trust-policy --trust-policy-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.conf --require-revocation-check --revocation-file blazeclaw/skills/self-evolving/assets/policy-profile-key-revocations.csv --require-trust-policy-attestation --trust-policy-attestation-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.attestation --require-revocation-slo --revocation-slo-file blazeclaw/skills/self-evolving/assets/policy-profile-revocation-slo.conf --attestation-baseline-window 20 --attestation-anomaly-threshold-percent 25 --require-attestation-baseline-gate --tenant-criticality-file blazeclaw/skills/self-evolving/assets/tenant-criticality-tiers.csv --adaptive-threshold-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-threshold-tiers.csv --require-adaptive-threshold-policy --time-decay-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-time-decay-policy.conf --require-time-decay-policy --recurrence-tuning-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-recurrence-tuning-policy.conf --require-recurrence-tuning-policy --seasonal-decomposition-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-seasonal-decomposition-policy.conf --reporting-cycle-length 12 --require-seasonal-decomposition-policy --seasonal-overlay-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-seasonal-overlay-policy.csv --require-seasonal-overlay-policy --causal-clustering-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-causal-clustering-policy.conf --require-causal-clustering-policy --causal-graphing-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-causal-graphing-policy.conf --require-causal-graphing-policy --graph-cohort-window 30 --graph-temporal-decay-rate 0.15 --explainer-drift-threshold 15 --graph-explainability-file blazeclaw/skills/self-evolving/.learnings/CAUSAL_GRAPH_EXPLAINABILITY_TRACES.md --drift-root-cause-file blazeclaw/skills/self-evolving/.learnings/CAUSAL_DRIFT_ROOT_CAUSE_NARRATIVES.md --overlay-candidate-file blazeclaw/skills/self-evolving/.learnings/SEASONAL_OVERLAY_CANDIDATES.md --causal-graph-file blazeclaw/skills/self-evolving/.learnings/CAUSAL_CONFIDENCE_GRAPH.md --cross-tenant-heatmap-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_ATTESTATION_ANOMALY_HEATMAP.md --auto-remediation-routing-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_AUTO_REMEDIATION_ROUTING.md --dependency registry --result fail --failure-mode certificate-expiry --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-021 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --require-signed-manifest --manifest-file blazeclaw/skills/self-evolving/assets/policy-profile-scoring-weights.manifest --require-trust-policy --trust-policy-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.conf --require-revocation-check --revocation-file blazeclaw/skills/self-evolving/assets/policy-profile-key-revocations.csv --require-trust-policy-attestation --trust-policy-attestation-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.attestation --require-revocation-slo --revocation-slo-file blazeclaw/skills/self-evolving/assets/policy-profile-revocation-slo.conf --attestation-baseline-window 20 --attestation-anomaly-threshold-percent 25 --require-attestation-baseline-gate --tenant-criticality-file blazeclaw/skills/self-evolving/assets/tenant-criticality-tiers.csv --adaptive-threshold-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-threshold-tiers.csv --require-adaptive-threshold-policy --time-decay-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-time-decay-policy.conf --require-time-decay-policy --recurrence-tuning-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-recurrence-tuning-policy.conf --require-recurrence-tuning-policy --seasonal-decomposition-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-seasonal-decomposition-policy.conf --reporting-cycle-length 12 --require-seasonal-decomposition-policy --seasonal-overlay-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-seasonal-overlay-policy.csv --require-seasonal-overlay-policy --causal-clustering-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-causal-clustering-policy.conf --require-causal-clustering-policy --causal-graphing-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-causal-graphing-policy.conf --require-causal-graphing-policy --graph-cohort-window 30 --graph-temporal-decay-rate 0.15 --explainer-drift-threshold 15 --confidence-bound-zscore 1.96 --graph-explainability-file blazeclaw/skills/self-evolving/.learnings/CAUSAL_GRAPH_EXPLAINABILITY_TRACES.md --drift-root-cause-file blazeclaw/skills/self-evolving/.learnings/CAUSAL_DRIFT_ROOT_CAUSE_NARRATIVES.md --overlay-candidate-file blazeclaw/skills/self-evolving/.learnings/SEASONAL_OVERLAY_CANDIDATES.md --causal-graph-file blazeclaw/skills/self-evolving/.learnings/CAUSAL_CONFIDENCE_GRAPH.md --cross-tenant-heatmap-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_ATTESTATION_ANOMALY_HEATMAP.md --auto-remediation-routing-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_AUTO_REMEDIATION_ROUTING.md --dependency registry --result fail --failure-mode certificate-expiry --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-022 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --require-signed-manifest --manifest-file blazeclaw/skills/self-evolving/assets/policy-profile-scoring-weights.manifest --require-trust-policy --trust-policy-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.conf --require-revocation-check --revocation-file blazeclaw/skills/self-evolving/assets/policy-profile-key-revocations.csv --require-trust-policy-attestation --trust-policy-attestation-file blazeclaw/skills/self-evolving/assets/policy-profile-trust-policy.attestation --require-revocation-slo --revocation-slo-file blazeclaw/skills/self-evolving/assets/policy-profile-revocation-slo.conf --attestation-baseline-window 20 --attestation-anomaly-threshold-percent 25 --require-attestation-baseline-gate --tenant-criticality-file blazeclaw/skills/self-evolving/assets/tenant-criticality-tiers.csv --adaptive-threshold-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-threshold-tiers.csv --require-adaptive-threshold-policy --time-decay-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-time-decay-policy.conf --require-time-decay-policy --recurrence-tuning-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-recurrence-tuning-policy.conf --require-recurrence-tuning-policy --seasonal-decomposition-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-seasonal-decomposition-policy.conf --reporting-cycle-length 12 --require-seasonal-decomposition-policy --seasonal-overlay-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-seasonal-overlay-policy.csv --require-seasonal-overlay-policy --causal-clustering-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-causal-clustering-policy.conf --require-causal-clustering-policy --causal-graphing-policy-file blazeclaw/skills/self-evolving/assets/attestation-anomaly-causal-graphing-policy.conf --require-causal-graphing-policy --graph-cohort-window 30 --graph-temporal-decay-rate 0.15 --explainer-drift-threshold 15 --confidence-bound-zscore 1.96 --bayes-prior-alpha 1 --bayes-prior-beta 1 --graph-explainability-file blazeclaw/skills/self-evolving/.learnings/CAUSAL_GRAPH_EXPLAINABILITY_TRACES.md --drift-root-cause-file blazeclaw/skills/self-evolving/.learnings/CAUSAL_DRIFT_ROOT_CAUSE_NARRATIVES.md --overlay-candidate-file blazeclaw/skills/self-evolving/.learnings/SEASONAL_OVERLAY_CANDIDATES.md --causal-graph-file blazeclaw/skills/self-evolving/.learnings/CAUSAL_CONFIDENCE_GRAPH.md --cross-tenant-heatmap-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_ATTESTATION_ANOMALY_HEATMAP.md --auto-remediation-routing-file blazeclaw/skills/self-evolving/.learnings/CROSS_TENANT_AUTO_REMEDIATION_ROUTING.md --dependency registry --result fail --failure-mode certificate-expiry --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-023 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --conjugate-prior-policy-file blazeclaw/skills/self-evolving/assets/policy-profile-conjugate-priors.csv --require-conjugate-prior-policy --bayes-prior-alpha 1 --bayes-prior-beta 1 --dependency registry --result fail --failure-mode certificate-expiry --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-024 --tenant-id tenant-a --rollout-phase r2 --policy-profile org-prod-opa --environment stage --conjugate-prior-policy-file blazeclaw/skills/self-evolving/assets/policy-profile-conjugate-priors.csv --require-conjugate-prior-policy --dependency authority --result fail --failure-mode certificate-expiry --evidence-path reports/drills/sample-registry.json
- scripts/outage-outcome-promoter.sh --dry-run --simulation-id SIM-REG-001 --tenant-id tenant-a --rollout-phase r2 --policy-profile missing-profile --dependency registry --result pass --evidence-path reports/drills/sample-registry.json (expect fail-fast error)
- scripts/extract-skill.sh --dry-run
- scripts/extract-skill.ps1 --dry-run
Verify policy-as-code rollout controls are mapped in references/hook-governance-policy-template.md.
Verify federated remediation scorecards are defined from references/federated-remediation-governance-scorecard-template.md.
Verify organization-specific policy engine and attestation publication workflow is defined from references/enterprise-policy-attestation-publication-template.md.
Verify tenant policy registry and centralized attestation authority wiring is defined in references/enterprise-policy-attestation-publication-template.md.
Verify outage simulation and automated failover/failback runbooks are defined in references/enterprise-policy-attestation-publication-template.md.
Add team-facing guidance entry in .github/copilot-instructions.md.

Known Limitations

None in current self-evolving runtime scope.

Follow-Up Enhancements

Add region-aware hierarchical prior overrides on top of environment+tenant+dependency matching (for example: us, eu, apac).

self-evolving

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