feat(CIV-AI-GOV-6L-CRS-WP-032) v1.0.0 — Six-Layer Civilizational AI Governance Blueprint for Credit Risk Scoring (CRS-UUID-001)#58
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…overnance Blueprint for Credit Risk Scoring (CRS-UUID-001) Adds a comprehensive, regulator-ready governance blueprint for the Credit Risk Scoring AI system (CRS-UUID-001) at Global Bank plc, structured across six governance layers with treaty-level crisis simulations and cryptographic evidence bundles. Deliverables: - data/civ-ai-gov-6l-crs.json (72 KB): 6 layers, 13 simulations (incl. GC1-GC7), 12 OPA/Rego policies, 14 CI/CD gates, 9 evidence bundles, 8 HSRs, 12 treaty articles, 5 schemas, 6 code examples. - gen-civ-ai-gov-6l-crs.py (72 KB): idempotent JSON generator. - gen-civ-ai-gov-6l-crs-html.py (52 KB): HTML dashboard renderer. - public/civ-ai-gov-6l-crs.html (104 KB, 1,121 lines): interactive dashboard. - server.js (+171 lines): adds 60 new /api/civ-ai-gov-6l/* endpoints. Six governance layers: L1 Institutional (bank-internal): SR 11-7 MRM, ISO/IEC 42001 AIMS, EU AI Act Annex IV technical documentation, FCRA/ECOA/GDPR conduct. L2 Systemic: PRA/FCA/OCC coordination, ICAAP Pillar-2 capital impact, MRM college oversight. L3 Frontier Compute: training compute register, kill-switch custody, model-weight custody, GPU-hour attestations. L4 Geopolitical Treaty: GAGCOT charter with GC1-GC7 crisis simulations. L5 Autonomous Governance Mesh: OPA/Rego policy-as-code, CI/CD gates, runtime enforcement, cryptographic evidence bundles. L6 Adversarial Co-Evolution: red-teaming, threat-intel, kill-chain playbooks. Regulatory backbone: EU AI Act (Annex IV), SR 11-7, Basel III / ICAAP, ISO/IEC 42001, GDPR, FCRA/ECOA, GAGCOT treaty charter, Art. 73 SLAs. GC1-GC7 treaty-level simulations: Cross-border capability shock, systemic fairness divergence, compute-supply disruption, adversarial data-poisoning, autonomous-agent containment failure, model-weight compromise, governance dissolution threat.
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Review these changes at https://app.gitnotebooks.com/OneFineStarstuff/OneFineStarstuff.github.io/pull/58 |
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📝 WalkthroughWalkthroughIntroduces a comprehensive six-layer governance framework for CRS-UUID-001 through a new JSON artifact, two generator scripts, and expanded API endpoints. The system documents institutional controls, supervisory coordination, compute governance, geopolitical treaty overlays, autonomous governance meshes, and adversarial co-evolution programs with supporting simulations, schemas, and code examples. Changes
Estimated code review effort🎯 5 (Critical) | ⏱️ ~90+ minutes Suggested labels
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🚥 Pre-merge checks | ✅ 4 | ❌ 1❌ Failed checks (1 warning)
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| Category | Results |
|---|---|
| Compatibility | 5 medium |
| Documentation | 5 minor |
| ErrorProne | 1 medium |
| CodeStyle | 80 minor |
| Complexity | 1 critical 8 medium |
🟢 Metrics 39 complexity · 3 duplication
Metric Results Complexity 39 Duplication 3
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Actionable comments posted: 4
🧹 Nitpick comments (5)
rag-agentic-dashboard/server.js (3)
20795-20799: Minor: param name:idmatched againstgatefield is confusing.
ciCdGatesare looked up by thegatefield but the route uses:id, while neighboring handlers (opaPolicies,evidenceBundles) genuinely match on anidfield. Consider renaming the path param to:gate(or standardizing the underlying JSON on anidfield) so callers aren't misled about what identifier the endpoint expects.🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed. In `@rag-agentic-dashboard/server.js` around lines 20795 - 20799, Rename the route parameter so it reflects the field being matched: change the GET path from '/api/civ-ai-gov-6l/l5/ci-cd-gates/:id' to use ':gate' and update the handler to read req.params.gate when searching CIV_6L.L5_autonomousMesh.ciCdGates (or alternatively, standardize the ciCdGates objects to have an id property and change the lookup in the handler to compare x.id === req.params.id); update any caller/tests to use the new param name if needed.
20696-20715: Defensive access in/summaryto avoid 500s if dataset evolves.Several property chains are dereferenced without guards (e.g.,
CIV_6L.simulations.length,CIV_6L.L5_autonomousMesh.opaPolicies.length,CIV_6L.L2_systemic.harmonizedSupervisoryReports.length,CIV_6L.L4_geopoliticalTreaty.gagcot.articles.length,CIV_6L.schemas,CIV_6L.codeExamples,CIV_6L.meta.regulatoryCoverage.length). OnlygcScenarioshas a|| []fallback. If any future regeneration ofciv-ai-gov-6l-crs.jsonomits one of these (or renames a key), this endpoint will throw and return a 500 instead of a partial summary. Consider normalizing with?.+|| []/|| {}the way you did forgcScenarios.♻️ Suggested hardening
- simulations: CIV_6L.simulations.length, + simulations: (CIV_6L.simulations || []).length, gcScenarios: (CIV_6L.L4_geopoliticalTreaty.gcScenarios || []).length, - opaPolicies: CIV_6L.L5_autonomousMesh.opaPolicies.length, - ciCdGates: CIV_6L.L5_autonomousMesh.ciCdGates.length, - evidenceBundles: CIV_6L.L5_autonomousMesh.evidenceBundles.length, - supervisoryReports:CIV_6L.L2_systemic.harmonizedSupervisoryReports.length, - treatyArticles: CIV_6L.L4_geopoliticalTreaty.gagcot.articles.length, - schemas: Object.keys(CIV_6L.schemas).length, - codeExamples: Object.keys(CIV_6L.codeExamples).length, - regulatoryCoverage:CIV_6L.meta.regulatoryCoverage.length, + opaPolicies: (CIV_6L.L5_autonomousMesh?.opaPolicies || []).length, + ciCdGates: (CIV_6L.L5_autonomousMesh?.ciCdGates || []).length, + evidenceBundles: (CIV_6L.L5_autonomousMesh?.evidenceBundles || []).length, + supervisoryReports:(CIV_6L.L2_systemic?.harmonizedSupervisoryReports || []).length, + treatyArticles: (CIV_6L.L4_geopoliticalTreaty?.gagcot?.articles || []).length, + schemas: Object.keys(CIV_6L.schemas || {}).length, + codeExamples: Object.keys(CIV_6L.codeExamples || {}).length, + regulatoryCoverage:(CIV_6L.meta?.regulatoryCoverage || []).length,🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed. In `@rag-agentic-dashboard/server.js` around lines 20696 - 20715, The /api/civ-ai-gov-6l/summary handler dereferences many nested properties without guards causing potential 500s; update the route (the app.get callback) to defensively access fields like CIV_6L.simulations, CIV_6L.L5_autonomousMesh.opaPolicies, CIV_6L.L5_autonomousMesh.ciCdGates, CIV_6L.L5_autonomousMesh.evidenceBundles, CIV_6L.L2_systemic.harmonizedSupervisoryReports, CIV_6L.L4_geopoliticalTreaty.gagcot.articles, CIV_6L.schemas, CIV_6L.codeExamples and CIV_6L.meta.regulatoryCoverage using optional chaining and sensible fallbacks (e.g., ?.length || 0 or || {} / || []) so each summary field returns a safe default instead of throwing; keep the response keys (docRef, version, classification, subjectModelId, layers, simulations, gcScenarios, opaPolicies, ciCdGates, evidenceBundles, supervisoryReports, treatyArticles, schemas, codeExamples, regulatoryCoverage) unchanged.
20733-20840: Optional: DRY the repeated find-by-id + 404 pattern.The file now has ~8 near-identical handlers doing
collection.find(x => x.<key> === param)+404response. A tiny helper would cut noise and make the 404 shape consistent:const findOr404 = (res, list, pred, what, idVal) => { const item = (list || []).find(pred); if (!item) { res.status(404).json({ error: `${what} not found`, id: idVal }); return null; } return item; };Then e.g.:
app.get('/api/civ-ai-gov-6l/l5/opa-policies/:id', (req, res) => { const p = findOr404(res, CIV_6L.L5_autonomousMesh.opaPolicies, x => x.id === req.params.id, 'policy', req.params.id); if (p) res.json(p); });Non-blocking; purely a readability/maintainability suggestion.
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed. In `@rag-agentic-dashboard/server.js` around lines 20733 - 20840, Repeated find-and-404 handlers (e.g., in routes using CIV_6L.L2_systemic.harmonizedSupervisoryReports, CIV_6L.L4_geopoliticalTreaty.gagcot.articles, CIV_6L.L4_geopoliticalTreaty.gcScenarios, CIV_6L.L5_autonomousMesh.opaPolicies/ciCdGates/evidenceBundles, CIV_6L.simulations, CIV_6L.schemas, CIV_6L.codeExamples, and the annexIvDossier.section lookup) should be DRYed into a small helper: add a function named findOr404(res, list, pred, what, idVal) that returns the found item or sends the consistent 404 JSON and returns null; then update each route handler (e.g., the handlers using .find(...) for harmonizedSupervisoryReports, articles, gcScenarios, opaPolicies, ciCdGates, evidenceBundles, simulations, schemas, code-examples, and annex-iv sections) to call findOr404 and only res.json(...) when it returns a non-null item (i.e., early-return on null) so all 404 logic is centralized and consistent.rag-agentic-dashboard/gen-civ-ai-gov-6l-crs-html.py (1)
9-11: Use a context manager for JSON load and ensure output directory exists.
json.load(open(...))leaks the file handle if an exception is raised, andOUT.write_text(...)at Line 924 will raiseFileNotFoundErrorifrag-agentic-dashboard/public/does not yet exist (idempotency is otherwise a goal of this generator per the PR description).♻️ Proposed refactor
HERE = Path(__file__).parent -DATA = json.load(open(HERE / "data" / "civ-ai-gov-6l-crs.json")) OUT = HERE / "public" / "civ-ai-gov-6l-crs.html" +with open(HERE / "data" / "civ-ai-gov-6l-crs.json", encoding="utf-8") as f: + DATA = json.load(f) +OUT.parent.mkdir(parents=True, exist_ok=True)🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed. In `@rag-agentic-dashboard/gen-civ-ai-gov-6l-crs-html.py` around lines 9 - 11, The current top-level constants HERE, DATA and OUT use json.load(open(...)) which can leak file handles and OUT.write_text(...) can fail if the output directory doesn't exist; replace the open(...) call with a with open(HERE / "data" / "civ-ai-gov-6l-crs.json", "r") as f: and assign DATA = json.load(f) to ensure the file is closed, and before writing with OUT.write_text(...) ensure the parent directory exists by creating OUT.parent.mkdir(parents=True, exist_ok=True) so the generator is idempotent; update references to HERE, DATA and OUT accordingly.rag-agentic-dashboard/gen-civ-ai-gov-6l-crs.py (1)
308-339:entrySchemadisagrees with the real JSON Schema and with the samplecrsEntry.
entrySchema["flopsTotal"]is documented as"integer"butcrsEntry["flopsTotal"] = 4.2e18is a float (andschemas["computeRegisterEntry"].properties.flopsTotalat Line 730 correctly declares"type": "number").entrySchemalistsstartedAt/endedAt/providerAccountwhich are not in the authoritativecomputeRegisterEntryschemarequired/propertiesat Line 722.Since
entrySchemais rendered verbatim on the dashboard as the "Compute Register entry", it should either be removed (the authoritative schema is already exposed under/api/civ-ai-gov-6l/schemas/computeRegisterEntry) or regenerated from the authoritative schema to stay in sync.🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed. In `@rag-agentic-dashboard/gen-civ-ai-gov-6l-crs.py` around lines 308 - 339, The embedded entrySchema block is inconsistent with the authoritative computeRegisterEntry schema and the sample crsEntry: update or remove entrySchema so the dashboard shows accurate data — either (A) remove the entrySchema object entirely (since /api/civ-ai-gov-6l/schemas/computeRegisterEntry is authoritative), or (B) regenerate entrySchema from the canonical schemas["computeRegisterEntry"].properties so types align (e.g., flopsTotal must be "number" not "integer") and extraneous fields (startedAt/endedAt/providerAccount) are either added to the authoritative computeRegisterEntry schema or omitted from entrySchema to match computeRegisterEntry; reference the entrySchema, crsEntry and schemas["computeRegisterEntry"].properties.flopsTotal symbols when making the change.
🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.
Inline comments:
In `@rag-agentic-dashboard/gen-civ-ai-gov-6l-crs-html.py`:
- Around line 884-898: The API section header currently hardcodes "70+" in
api_html which misrepresents the actual routes; update the template to show the
real count by computing a numeric api_count (e.g., count the entries used to
build api_rows_html or the canonical route list used elsewhere) and interpolate
it into the heading (replace the literal "70+" with f"{api_count}" or a rounded
display like f"{api_count}+"), or remove the "70+" claim entirely; ensure the
source of truth is the same route list used to build api_rows_html so endpoints
added in server.js (e.g., l1/roles, l2/supervisors, l3/gpu-attestations, etc.)
are included in the count.
In `@rag-agentic-dashboard/gen-civ-ai-gov-6l-crs.py`:
- Around line 578-601: The JSON Schema evidenceManifestSchema contains a bad
merkleRoot regex that includes a U+2026 ellipsis; replace the pattern
"^sha3-256:[0-9a-f…]+$" with a strict pattern matching real SHA3-256 hex (e.g.
"^sha3-256:[0-9a-f]{64}$" or at minimum "^sha3-256:[0-9a-f]+$") in
evidenceManifestSchema and in the replicated schemas["evidenceManifest"], and
update any example merkleRoot values in the evidenceBundles sample to full
64-hex-character hashes (or clearly mark them as non-normative placeholders) so
the schema and the OPA/rego gate use the same valid format.
- Around line 792-825: The regoAnnexIvGate policy contains a bad startswith(s,
_) call and an unused present_sections binding; update the policy by replacing
the startswith(s, _) comprehension (used to build present_sections) with a valid
predicate such as regex.match("^[0-9]+\\.", s) to extract numeric section
prefixes, or remove present_sections entirely if not needed, and then either use
present_sections in the allow/deny logic or delete its definition; ensure
missing_sections and merkle_invalid (and their use in allow/deny) remain intact
and that the merkle root check in merkle_invalid stays a valid regex match.
In `@rag-agentic-dashboard/server.js`:
- Around line 20767-20774: In the route handler
app.get('/api/civ-ai-gov-6l/l4/articles/:id') the normalization that builds key
(String(req.params.id).toLowerCase().replace(/[^\d]/g, '')) can produce an empty
string and then incorrectly match entries whose article also normalizes to ''.
Add a short-circuit after computing key: if key === '' return
res.status(404).json({ error: 'article not found', id: req.params.id }); so the
subsequent lookup against CIV_6L.L4_geopoliticalTreaty.gagcot.articles only runs
for non-empty keys and prevents returning unintended preamble/annex entries.
---
Nitpick comments:
In `@rag-agentic-dashboard/gen-civ-ai-gov-6l-crs-html.py`:
- Around line 9-11: The current top-level constants HERE, DATA and OUT use
json.load(open(...)) which can leak file handles and OUT.write_text(...) can
fail if the output directory doesn't exist; replace the open(...) call with a
with open(HERE / "data" / "civ-ai-gov-6l-crs.json", "r") as f: and assign DATA =
json.load(f) to ensure the file is closed, and before writing with
OUT.write_text(...) ensure the parent directory exists by creating
OUT.parent.mkdir(parents=True, exist_ok=True) so the generator is idempotent;
update references to HERE, DATA and OUT accordingly.
In `@rag-agentic-dashboard/gen-civ-ai-gov-6l-crs.py`:
- Around line 308-339: The embedded entrySchema block is inconsistent with the
authoritative computeRegisterEntry schema and the sample crsEntry: update or
remove entrySchema so the dashboard shows accurate data — either (A) remove the
entrySchema object entirely (since
/api/civ-ai-gov-6l/schemas/computeRegisterEntry is authoritative), or (B)
regenerate entrySchema from the canonical
schemas["computeRegisterEntry"].properties so types align (e.g., flopsTotal must
be "number" not "integer") and extraneous fields
(startedAt/endedAt/providerAccount) are either added to the authoritative
computeRegisterEntry schema or omitted from entrySchema to match
computeRegisterEntry; reference the entrySchema, crsEntry and
schemas["computeRegisterEntry"].properties.flopsTotal symbols when making the
change.
In `@rag-agentic-dashboard/server.js`:
- Around line 20795-20799: Rename the route parameter so it reflects the field
being matched: change the GET path from '/api/civ-ai-gov-6l/l5/ci-cd-gates/:id'
to use ':gate' and update the handler to read req.params.gate when searching
CIV_6L.L5_autonomousMesh.ciCdGates (or alternatively, standardize the ciCdGates
objects to have an id property and change the lookup in the handler to compare
x.id === req.params.id); update any caller/tests to use the new param name if
needed.
- Around line 20696-20715: The /api/civ-ai-gov-6l/summary handler dereferences
many nested properties without guards causing potential 500s; update the route
(the app.get callback) to defensively access fields like CIV_6L.simulations,
CIV_6L.L5_autonomousMesh.opaPolicies, CIV_6L.L5_autonomousMesh.ciCdGates,
CIV_6L.L5_autonomousMesh.evidenceBundles,
CIV_6L.L2_systemic.harmonizedSupervisoryReports,
CIV_6L.L4_geopoliticalTreaty.gagcot.articles, CIV_6L.schemas,
CIV_6L.codeExamples and CIV_6L.meta.regulatoryCoverage using optional chaining
and sensible fallbacks (e.g., ?.length || 0 or || {} / || []) so each summary
field returns a safe default instead of throwing; keep the response keys
(docRef, version, classification, subjectModelId, layers, simulations,
gcScenarios, opaPolicies, ciCdGates, evidenceBundles, supervisoryReports,
treatyArticles, schemas, codeExamples, regulatoryCoverage) unchanged.
- Around line 20733-20840: Repeated find-and-404 handlers (e.g., in routes using
CIV_6L.L2_systemic.harmonizedSupervisoryReports,
CIV_6L.L4_geopoliticalTreaty.gagcot.articles,
CIV_6L.L4_geopoliticalTreaty.gcScenarios,
CIV_6L.L5_autonomousMesh.opaPolicies/ciCdGates/evidenceBundles,
CIV_6L.simulations, CIV_6L.schemas, CIV_6L.codeExamples, and the
annexIvDossier.section lookup) should be DRYed into a small helper: add a
function named findOr404(res, list, pred, what, idVal) that returns the found
item or sends the consistent 404 JSON and returns null; then update each route
handler (e.g., the handlers using .find(...) for harmonizedSupervisoryReports,
articles, gcScenarios, opaPolicies, ciCdGates, evidenceBundles, simulations,
schemas, code-examples, and annex-iv sections) to call findOr404 and only
res.json(...) when it returns a non-null item (i.e., early-return on null) so
all 404 logic is centralized and consistent.
🪄 Autofix (Beta)
Fix all unresolved CodeRabbit comments on this PR:
- Push a commit to this branch (recommended)
- Create a new PR with the fixes
ℹ️ Review info
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Configuration used: defaults
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📒 Files selected for processing (5)
rag-agentic-dashboard/data/civ-ai-gov-6l-crs.jsonrag-agentic-dashboard/gen-civ-ai-gov-6l-crs-html.pyrag-agentic-dashboard/gen-civ-ai-gov-6l-crs.pyrag-agentic-dashboard/public/civ-ai-gov-6l-crs.htmlrag-agentic-dashboard/server.js
| api_html = f""" | ||
| <section id="api"> | ||
| <div class="sh"> | ||
| <h2>API Endpoints (70+)</h2> | ||
| <span class="sb">API</span> | ||
| <span class="badge bg-green">Live</span> | ||
| <span class="badge bg-purple">JSON</span> | ||
| </div> | ||
| <p class="sd">All endpoints return JSON (except <code class='mn'>/executive-summary</code> which is text/plain). Every layer, artefact, policy, gate, bundle, scenario, and simulation is individually addressable.</p> | ||
| <div class="tc"><table id="api-list"> | ||
| <thead><tr><th>Method</th><th>Path</th><th>Purpose</th></tr></thead> | ||
| <tbody>{api_rows_html}</tbody> | ||
| </table></div> | ||
| </section> | ||
| """ |
There was a problem hiding this comment.
API endpoints heading says "70+" but the inventory only lists ~43 rows.
The PR description and validation notes reference 60 new /api/civ-ai-gov-6l/* endpoints (and server.js adds a few more like l1/roles, l1/committees, l1/raci, l1/aims-lifecycle, l1/annex-iv/sections/:num, l2/supervisors, l3/gpu-attestations, l4/treaty-registration, l5/mesh-architecture, l5/ci-cd-gates/:id, l5/evidence-manifest-schema, l6/purple-team, l6/metrics that are not in this inventory). Either drop the "70+" claim or round-trip the table against the actual route list so the dashboard doesn't misrepresent the API surface to supervisors.
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.
In `@rag-agentic-dashboard/gen-civ-ai-gov-6l-crs-html.py` around lines 884 - 898,
The API section header currently hardcodes "70+" in api_html which misrepresents
the actual routes; update the template to show the real count by computing a
numeric api_count (e.g., count the entries used to build api_rows_html or the
canonical route list used elsewhere) and interpolate it into the heading
(replace the literal "70+" with f"{api_count}" or a rounded display like
f"{api_count}+"), or remove the "70+" claim entirely; ensure the source of truth
is the same route list used to build api_rows_html so endpoints added in
server.js (e.g., l1/roles, l2/supervisors, l3/gpu-attestations, etc.) are
included in the count.
| "evidenceManifestSchema": { | ||
| "$schema": "https://json-schema.org/draft/2020-12/schema", | ||
| "$id": "https://globalbank.example/schemas/crs-evidence-manifest.json", | ||
| "type": "object", | ||
| "required": ["bundleId", "label", "merkleRoot", "signature", "contents", "generatedAt", "retentionUntil"], | ||
| "properties": { | ||
| "bundleId": {"type": "string", "pattern": "^EB-[0-9]{3}$"}, | ||
| "label": {"type": "string"}, | ||
| "merkleRoot": {"type": "string", "pattern": "^sha3-256:[0-9a-f…]+$"}, | ||
| "signature": { | ||
| "type": "object", | ||
| "required": ["alg", "value", "keyId"], | ||
| "properties": { | ||
| "alg": {"enum": ["Ed25519", "Dilithium5", "Hybrid-Ed25519+Dilithium5"]}, | ||
| "value": {"type": "string"}, | ||
| "keyId": {"type": "string"}, | ||
| }, | ||
| }, | ||
| "contents": {"type": "array", "items": {"type": "object", "required": ["name", "hash"]}}, | ||
| "generatedAt": {"type": "string", "format": "date-time"}, | ||
| "retentionUntil": {"type": "string", "format": "date"}, | ||
| "previousRoot": {"type": "string"}, | ||
| }, | ||
| }, |
There was a problem hiding this comment.
Invalid Merkle-root regex: the pattern literally contains the ellipsis character.
"^sha3-256:[0-9a-f…]+$" includes … (U+2026) inside the character class. Consequences:
- Real SHA3-256 hashes (64 hex chars) are technically still matched (the
…is just an additional allowed char), but the pattern also accepts any string containing the ellipsis placeholder — i.e., every truncated sample like"sha3-256:4d1a…91ce"fromevidenceBundleswould validate as "production-grade" evidence, which defeats the point of the schema gate enforced by P-008. - Downstream OPA policy at Line 808 correctly uses
^sha3-256:[0-9a-f]+$(no ellipsis), so the Rego gate and the published JSON Schema disagree on what a valid Merkle root looks like.
Since this schema is also replicated into schemas["evidenceManifest"] (Line 721) and embedded into the generated JSON / HTML dashboard, fixing here is the root-cause fix.
🛡️ Proposed fix
- "merkleRoot": {"type": "string", "pattern": "^sha3-256:[0-9a-f…]+$"},
+ "merkleRoot": {"type": "string", "pattern": "^sha3-256:[0-9a-f]{64}$"},The evidenceBundles sample merkleRoot placeholders should also be replaced with full 64-char hex (or clearly flagged as non-normative examples) so they validate against the tightened pattern.
📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| "evidenceManifestSchema": { | |
| "$schema": "https://json-schema.org/draft/2020-12/schema", | |
| "$id": "https://globalbank.example/schemas/crs-evidence-manifest.json", | |
| "type": "object", | |
| "required": ["bundleId", "label", "merkleRoot", "signature", "contents", "generatedAt", "retentionUntil"], | |
| "properties": { | |
| "bundleId": {"type": "string", "pattern": "^EB-[0-9]{3}$"}, | |
| "label": {"type": "string"}, | |
| "merkleRoot": {"type": "string", "pattern": "^sha3-256:[0-9a-f…]+$"}, | |
| "signature": { | |
| "type": "object", | |
| "required": ["alg", "value", "keyId"], | |
| "properties": { | |
| "alg": {"enum": ["Ed25519", "Dilithium5", "Hybrid-Ed25519+Dilithium5"]}, | |
| "value": {"type": "string"}, | |
| "keyId": {"type": "string"}, | |
| }, | |
| }, | |
| "contents": {"type": "array", "items": {"type": "object", "required": ["name", "hash"]}}, | |
| "generatedAt": {"type": "string", "format": "date-time"}, | |
| "retentionUntil": {"type": "string", "format": "date"}, | |
| "previousRoot": {"type": "string"}, | |
| }, | |
| }, | |
| "evidenceManifestSchema": { | |
| "$schema": "https://json-schema.org/draft/2020-12/schema", | |
| "$id": "https://globalbank.example/schemas/crs-evidence-manifest.json", | |
| "type": "object", | |
| "required": ["bundleId", "label", "merkleRoot", "signature", "contents", "generatedAt", "retentionUntil"], | |
| "properties": { | |
| "bundleId": {"type": "string", "pattern": "^EB-[0-9]{3}$"}, | |
| "label": {"type": "string"}, | |
| "merkleRoot": {"type": "string", "pattern": "^sha3-256:[0-9a-f]{64}$"}, | |
| "signature": { | |
| "type": "object", | |
| "required": ["alg", "value", "keyId"], | |
| "properties": { | |
| "alg": {"enum": ["Ed25519", "Dilithium5", "Hybrid-Ed25519+Dilithium5"]}, | |
| "value": {"type": "string"}, | |
| "keyId": {"type": "string"}, | |
| }, | |
| }, | |
| "contents": {"type": "array", "items": {"type": "object", "required": ["name", "hash"]}}, | |
| "generatedAt": {"type": "string", "format": "date-time"}, | |
| "retentionUntil": {"type": "string", "format": "date"}, | |
| "previousRoot": {"type": "string"}, | |
| }, | |
| }, |
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.
In `@rag-agentic-dashboard/gen-civ-ai-gov-6l-crs.py` around lines 578 - 601, The
JSON Schema evidenceManifestSchema contains a bad merkleRoot regex that includes
a U+2026 ellipsis; replace the pattern "^sha3-256:[0-9a-f…]+$" with a strict
pattern matching real SHA3-256 hex (e.g. "^sha3-256:[0-9a-f]{64}$" or at minimum
"^sha3-256:[0-9a-f]+$") in evidenceManifestSchema and in the replicated
schemas["evidenceManifest"], and update any example merkleRoot values in the
evidenceBundles sample to full 64-hex-character hashes (or clearly mark them as
non-normative placeholders) so the schema and the OPA/rego gate use the same
valid format.
| "regoAnnexIvGate": '''package crs.conformity | ||
|
|
||
| # P-001 · Annex IV completeness gate | ||
| # Denies CI/CD promotion if any Annex IV section is missing or has an invalid Merkle root. | ||
|
|
||
| default allow = false | ||
|
|
||
| required_sections := {"1","2","3","4","5","6","7","8","9"} | ||
|
|
||
| present_sections := {s | s := input.annexIv.sections[_].section; startswith(s, _)} | ||
|
|
||
| missing_sections := required_sections - {split(s, ".")[0] | s := input.annexIv.sections[_].section} | ||
|
|
||
| merkle_invalid[s] { | ||
| some i | ||
| s := input.annexIv.sections[i].section | ||
| not regex.match(`^sha3-256:[0-9a-f]+$`, input.annexIv.sections[i].merkleRoot) | ||
| } | ||
|
|
||
| allow { | ||
| count(missing_sections) == 0 | ||
| count(merkle_invalid) == 0 | ||
| } | ||
|
|
||
| deny[msg] { | ||
| count(missing_sections) > 0 | ||
| msg := sprintf("Annex IV sections missing: %v", [missing_sections]) | ||
| } | ||
|
|
||
| deny[msg] { | ||
| count(merkle_invalid) > 0 | ||
| msg := sprintf("Annex IV sections with invalid Merkle root: %v", [merkle_invalid]) | ||
| } | ||
| ''', |
There was a problem hiding this comment.
🧩 Analysis chain
🌐 Web query:
In Rego (OPA), what does startswith(str, _) evaluate to when the second argument is a bare wildcard variable?
💡 Result:
In Rego (OPA), the expression startswith(str, ) results in an error. The startswith built-in function requires two string arguments: startswith(search: string, base: string) -> boolean. It returns true if the search string begins with the base string. The second argument being a bare wildcard variable () is not allowed because built-in functions do not support existential matching on their arguments in this way; both arguments must be concrete strings at evaluation time. Wildcards like _ are used for iteration (e.g., list[_]) or ref negation, but passing _ directly to a function expecting a string causes a type error as _ is not a string value. To achieve prefix-agnostic matching (true for any prefix), use some prefix; startswith(str, prefix) in a rule body. For example: allow if { some prefix startswith(input.path, prefix) prefixes[prefix] } This binds prefix to every value in prefixes and checks if str starts with any of them.
Citations:
- 1: https://openpolicyagent.org/docs/policy-reference/builtins/strings
- 2: https://www.openpolicyagent.org/docs/policy-reference/builtins
- 3: https://openpolicyagent.org/docs/policy-reference/builtins
- 4: https://openpolicyagent.org/docs/cheatsheet
- 5: https://stackoverflow.com/questions/70714687/rego-how-to-get-object-map-keys-that-match-a-pattern
- 6: https://stackoverflow.com/questions/63307697/take-every-item-in-list-that-starts-with-x-and-put-it-in-a-new-list-rego
Fix Rego syntax errors in regoAnnexIvGate policy.
The policy has two issues:
-
Line with
startswith(s, _)will fail at evaluation. Thestartswith()built-in requires both arguments to be concrete strings. Passing a bare wildcard_as the second argument causes a type error. Either remove this filter or replace it with a valid predicate (e.g.,regex.match("^[0-9]+\\.", s)to enforce a numeric section prefix). -
present_sectionsis computed but never used in theallow/denyrules.
Since this is a regulator-facing reference implementation, the policy should be syntactically correct and executable.
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.
In `@rag-agentic-dashboard/gen-civ-ai-gov-6l-crs.py` around lines 792 - 825, The
regoAnnexIvGate policy contains a bad startswith(s, _) call and an unused
present_sections binding; update the policy by replacing the startswith(s, _)
comprehension (used to build present_sections) with a valid predicate such as
regex.match("^[0-9]+\\.", s) to extract numeric section prefixes, or remove
present_sections entirely if not needed, and then either use present_sections in
the allow/deny logic or delete its definition; ensure missing_sections and
merkle_invalid (and their use in allow/deny) remain intact and that the merkle
root check in merkle_invalid stays a valid regex match.
| app.get('/api/civ-ai-gov-6l/l4/articles/:id', (req, res) => { | ||
| // Accept "Art. 4" or "4" or "art.4" | ||
| const key = String(req.params.id).toLowerCase().replace(/[^\d]/g, ''); | ||
| const a = CIV_6L.L4_geopoliticalTreaty.gagcot.articles.find(x => | ||
| (x.article || '').toLowerCase().replace(/[^\d]/g, '') === key); | ||
| if (!a) return res.status(404).json({ error: 'article not found', id: req.params.id }); | ||
| res.json(a); | ||
| }); |
There was a problem hiding this comment.
/l4/articles/:id digit-stripping can produce an empty key that matches unintended entries.
String(req.params.id).toLowerCase().replace(/[^\d]/g, '') yields '' for inputs with no digits (e.g., /l4/articles/foo). The same normalization is applied to each article's article field, so any article whose article string also normalizes to '' (e.g., a preamble/annex entry without a number) would be returned instead of a 404. Consider short-circuiting when key === '':
🛡️ Suggested guard
const key = String(req.params.id).toLowerCase().replace(/[^\d]/g, '');
+ if (!key) return res.status(404).json({ error: 'article not found', id: req.params.id });
const a = CIV_6L.L4_geopoliticalTreaty.gagcot.articles.find(x =>
(x.article || '').toLowerCase().replace(/[^\d]/g, '') === key);🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.
In `@rag-agentic-dashboard/server.js` around lines 20767 - 20774, In the route
handler app.get('/api/civ-ai-gov-6l/l4/articles/:id') the normalization that
builds key (String(req.params.id).toLowerCase().replace(/[^\d]/g, '')) can
produce an empty string and then incorrectly match entries whose article also
normalizes to ''. Add a short-circuit after computing key: if key === '' return
res.status(404).json({ error: 'article not found', id: req.params.id }); so the
subsequent lookup against CIV_6L.L4_geopoliticalTreaty.gagcot.articles only runs
for non-empty keys and prevents returning unintended preamble/annex entries.
Micro-Learning Topic: Cross-site scripting (Detected by phrase)Matched on "xSs"Cross-site scripting vulnerabilities occur when unescaped input is rendered into a page displayed to the user. When HTML or script is included in the input, it will be processed by a user's browser as HTML or script and can alter the appearance of the page or execute malicious scripts in their user context. Try a challenge in Secure Code WarriorHelpful references
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3 participants
Summary
Six-layer Civilizational AI Governance Blueprint for the Credit Risk Scoring AI system CRS-UUID-001 at Global Bank plc (PRA-regulated, EU AI Act Annex III §5(b) high-risk). Delivers a regulator-ready, treaty-aligned governance package with ready-to-use templates, simulation frameworks, cryptographic evidence manifests, supervisory protocols, and treaty-governance artefacts.
Deliverables (
rag-agentic-dashboard/)data/civ-ai-gov-6l-crs.jsongen-civ-ai-gov-6l-crs.pygen-civ-ai-gov-6l-crs-html.pypublic/civ-ai-gov-6l-crs.htmlserver.js/api/civ-ai-gov-6l/*endpointsSix Governance Layers
GC1-GC7 Treaty-Level Simulations
GC1 Cross-Border Capability Shock · GC2 Systemic Fairness Divergence · GC3 Compute-Supply Disruption · GC4 Adversarial Data-Poisoning Campaign · GC5 Autonomous-Agent Containment Failure · GC6 Model-Weight Compromise · GC7 Governance Dissolution Threat.
Regulator-Ready Artefacts
Regulatory Backbone
EU AI Act (Annex IV) · SR 11-7 · Basel III / ICAAP · ISO/IEC 42001 · GDPR · FCRA/ECOA · GAGCOT Treaty Charter · Art. 73 SLAs.
Validation
node -c server.js— SYNTAX OK/civ-ai-gov-6l-crs.html, 106 KB) contains all 6 layer IDs/api/civ-ai-gov-6l/*routes live alongside prior 63/api/civ-ai-gov/*(WP-031) routesLive
GET /api/civ-ai-gov-6l/summaryCommit
8766ebd8— feat(CIV-AI-GOV-6L-CRS-WP-032) v1.0.0 (5 files, +5,176 insertions)Summary by CodeRabbit