feat(WP-065): Sentinel AI v2.4 & G-Stack civilizational-assurance architecture for AGI/ASI governance in G-SIFIs (2026-2030)#117
Merged
Conversation
…hitecture for AGI/ASI governance in G-SIFIs (2026-2030)
Adds WP-065 — a 2026-2030 technical & governance analysis/design blueprint
covering four areas requested for AGI/ASI governance in G-SIFIs:
(1) Sentinel AI v2.4 AGI Governance Stack for G-SIFI deployment — OPA
guardrails, GIEN telemetry, Sovereign API Gateway, hardware kill switch,
zero-trust Kubernetes/Kafka/OPA backbone, PQC WORM telemetry, GIEN
systemic-risk coordination (8 sentinelComponents).
(2) Formal verification — TLA+/Coq, OPA/Rego policy verification, zk-SNARK
CAS-SPP cryptographic audit, dynamic adaptive-mechanism verification
(7 verificationArtifacts).
(3) Multi-decade regulator-grade civilizational-assurance stack — the
10-layer G-Stack (GAIRDS, GRI, CEE, NSNs, CESE, GROP, GHP, GSRM, GEA,
Meta-Endgame) with stress-test frameworks, failure-surface compendia
(8 failureSurfaces), simulation frameworks, lifecycle-integrity reporting
and perpetual-assurance protocols (10 gstackLayers).
(4) Jurisdiction-aware anticipatory compliance & supervisory artifacts —
EU AI Act 2024/1689 Annex IV, NIST AI RMF 1.0/600-1, ISO/IEC 42001,
GDPR Art. 22, Basel III/IV, SR 11-7, NIS2/DORA, FCA Consumer Duty/SMCR,
MAS/HKMA FEAT across a multipolar world (6 jurisdictions).
Implementation:
- gen-sentinel-gstack-gsifi-2030.py — reproducible data generator (8 modules;
collections sentinelComponents/gstackLayers/verificationArtifacts/
failureSurfaces/jurisdictions/reportSections; KPIs, RCM, traceability,
data-flows, regulators, 90-day rollout, evidence pack; trailing newline).
- gen-sentinel-gstack-gsifi-2030-html.py — reproducible dark-theme renderer.
- data/sentinel-gstack-gsifi-2030.json + public/sentinel-gstack-gsifi-2030.html
(both byte-identical on regeneration).
- server.js — page route /sentinel-gstack-gsifi-2030 + 24 API endpoints under
/api/sentinel-gstack-gsifi-2030 (collections with :id 200/404 + regulators/:name);
registered WP-065 in governance-index Pillar P9 (module, report ref,
strategicSynthesis2030 dashboard) and bumped platformStats
(endpoints 700->724, dataObjects 25->26, reports 22->23, dashboards 37->38).
docRef: SENTINEL-GSTACK-GSIFI-2030-WP-065. Builds on WP-060/061/062/063/064.
Verified: node --check OK, all endpoints 200, :id 200/404 correct,
zero console errors on the rendered page.
|
The files' contents are under analysis for test generation. |
|
Review changes with Changed Files
|
|
Review these changes at https://app.gitnotebooks.com/OneFineStarstuff/OneFineStarstuff.github.io/pull/117 |
❌ Deploy Preview for onefinestarstuff failed.
|
|
The latest updates on your projects. Learn more about Vercel for GitHub.
|
![sourcery-ai[bot]](https://avatars.githubusercontent.com/in/48477?s=60&v=4){kind=small}
There was a problem hiding this comment.
Sorry @OneFineStarstuff, you have reached your weekly rate limit of 500000 diff characters.
Please try again later or upgrade to continue using Sourcery
![accesslint[bot]](https://avatars.githubusercontent.com/in/1502?s=60&v=4){kind=small}
|
View changes in DiffLens |
Contributor
📝 WalkthroughWalkthroughThis PR introduces a comprehensive "Sentinel AI v2.4 & G-Stack Civilizational-Assurance" specification for G-SIFIs (2026–2030), consisting of JSON data, Python generation and rendering scripts, static HTML output, and Express server integration with RESTful API endpoints enabling governance dashboard exposure and metadata queries. ChangesSentinel AI v2.4 & G-Stack 2030 Specification and Exposition
Estimated code review effort🎯 5 (Critical) | ⏱️ ~95 minutes Possibly related PRs
Suggested labels
Suggested reviewers
Poem
🚥 Pre-merge checks | ✅ 4 | ❌ 1❌ Failed checks (1 warning)
✅ Passed checks (4 passed)
✏️ Tip: You can configure your own custom pre-merge checks in the settings. ✨ Finishing Touches📝 Generate docstrings
🧪 Generate unit tests (beta)
Warning There were issues while running some tools. Please review the errors and either fix the tool's configuration or disable the tool if it's a critical failure. 🔧 ast-grep (0.43.0)rag-agentic-dashboard/server.jsThanks for using CodeRabbit! It's free for OSS, and your support helps us grow. If you like it, consider giving us a shout-out. Comment |
![gstraccini[bot]](https://avatars.githubusercontent.com/in/480132?s=60&v=4){kind=small}
|
View changes in DiffLens |
Not up to standards ⛔🔴 Issues
|
| Category | Results |
|---|---|
| Documentation | 10 minor |
| ErrorProne | 1 medium |
| CodeStyle | 61 minor |
| Complexity | 3 minor |
🟢 Metrics 28 complexity · 18 duplication
Metric Results Complexity 28 Duplication 18
NEW Get contextual insights on your PRs based on Codacy's metrics, along with PR and Jira context, without leaving GitHub. Enable AI reviewer
TIP This summary will be updated as you push new changes.
![coderabbitai[bot]](https://avatars.githubusercontent.com/in/347564?s=60&v=4){kind=small}
Contributor
There was a problem hiding this comment.
Actionable comments posted: 6
🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
Inline comments:
In `@rag-agentic-dashboard/gen-sentinel-gstack-gsifi-2030-html.py`:
- Around line 69-234: Several long inline f-strings and HTML assembly
expressions (e.g. modules_html, distinctive_html, report_full_html, code_html,
exec_html, meta_html, html and helper functions table_rows/table_dict) exceed
line-length limits; refactor by extracting repeated/large fragments into smaller
helper functions or variables (e.g. make module_card(m),
list_array_fragment(key, keys, anchor, label), report_section(rs),
code_block(k,v), exec_section(exs)) and build the long sections by joining these
smaller strings so each f-string stays under 120 chars; update table_rows and
table_dict to compose row strings in multiple short lines or helper generators
to avoid single oversized expressions.
- Around line 3-5: Reorder the imports to satisfy isort by alphabetizing the
standard-library imports: place "from html import escape" first, then "import
json", then "from pathlib import Path", ensuring the import names (escape, json,
Path) are in that order so the file's import block passes the project's isort
convention.
In `@rag-agentic-dashboard/gen-sentinel-gstack-gsifi-2030.py`:
- Around line 44-368: Many dictionary string values and inline arrays (e.g., the
"title" field, "directive.scope", long "modules" entries, "reportSections"
content, "code.rego_examples"/"yaml_artifacts"/"tla_snippets"/"coq_snippets",
and "executiveSummary") exceed the 120-char flake8 E501 limit; split them into
shorter literal lines or move large literals into named constants and reference
those constants. Locate the long literals by searching for keys like "title",
"directive.scope", "modules" (M1..M8), "reportSections" (RS-01..RS-05),
"code.rego_examples", "yaml_artifacts", "tla_snippets", "coq_snippets", and
"executiveSummary", then fix by either (a) breaking strings into concatenated
pieces on multiple lines or (b) extracting the full string/list into a top-level
constant (e.g., SENTINEL_TITLE, DIRECTIVE_SCOPE, REGOSNIPPETS) and replacing the
inline literal with that constant so no single source line exceeds 120 chars;
ensure formatting remains valid Python literals and re-run flake8.
In `@rag-agentic-dashboard/server.js`:
- Line 12748: The dashboard totals are inconsistent: update the code so
dashboards.count and platformStats.totalDashboards come from the same source
instead of hardcoded/stale values; locate the assignments to dashboards.count
(currently set to 40) and platformStats.totalDashboards (set to 38) and replace
the hardcoded number(s) with a single computed value (e.g., derive from the
authoritative collection/array length or a computed total function) so both use
that same computed value or call (for example use dashboards.length or
getTotalDashboards()) to guarantee they stay in sync.
- Line 12699: The metadata object declaring name 'Sentinel v2.4 & G-Stack
Civilizational-Assurance
(GAIRDS/GRI/CEE/NSNs/CESE/GROP/GHP/GSRM/GEA/Meta-Endgame)' has endpoints: 24 but
the actual route registrations under the '/api/sentinel-gstack-gsifi-2030/*'
namespace register 33 handlers; update the endpoints field to match the real
count (33) or, better, derive/sync the count programmatically from the
registered routes; locate the metadata object that contains endpoints and the
route registration block for '/api/sentinel-gstack-gsifi-2030/' and change the
endpoints value or add logic to compute it so metadata and registered routes
remain consistent.
- Around line 25541-25543: The route handler using decodeURIComponent on
req.params.name can throw for malformed % sequences; wrap the decode step in a
try/catch (in the app.get handler that accesses req.params.name and
SGS65.regulators) and if decoding fails return a 400 JSON error (e.g., "invalid
encoded name") instead of letting it crash, then perform the case-insensitive
compare on the decoded value (e.g., decodedName.toLowerCase()) to find the
regulator and keep the existing 404 behavior if not found.
🪄 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
⚙️ Run configuration
Configuration used: defaults
Review profile: CHILL
Plan: Pro
Run ID: 41780fec-f6b7-40de-bf5e-3f4537c4bb47
📒 Files selected for processing (5)
rag-agentic-dashboard/data/sentinel-gstack-gsifi-2030.jsonrag-agentic-dashboard/gen-sentinel-gstack-gsifi-2030-html.pyrag-agentic-dashboard/gen-sentinel-gstack-gsifi-2030.pyrag-agentic-dashboard/public/sentinel-gstack-gsifi-2030.htmlrag-agentic-dashboard/server.js
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
3 participants
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
WP-065 — Sentinel AI v2.4 & G-Stack Civilizational-Assurance Architecture for AGI/ASI Governance in G-SIFIs (2026-2030)
A 2026–2030 technical & governance analysis and design blueprint for AGI/ASI governance in Global Systemically Important Financial Institutions, addressing all four requested areas.
(1) Sentinel AI v2.4 AGI Governance Stack (M1)
OPA guardrails, GIEN telemetry, Sovereign API Gateway, hardware kill switch, zero-trust Kubernetes/Kafka/OPA backbone, PQC WORM telemetry, GIEN systemic-risk coordination — 8
sentinelComponents(plane / function / kill-switch linkage).(2) Formal Verification (M3)
TLA+/Coq, OPA/Rego policy verification, zk-SNARK CAS-SPP cryptographic audit, and dynamic adaptive-mechanism verification — 7
verificationArtifacts(method / property / statement / CI gate).(3) Multi-Decade Regulator-Grade Civilizational-Assurance Stack — G-Stack (M4–M6)
The 10-layer G-Stack: GAIRDS, GRI, CEE, NSNs, CESE, GROP, GHP, GSRM, GEA, Meta-Endgame — 10
gstackLayers(tier / purpose / assured-by). Includes stress-test frameworks, failure-surface compendia (8failureSurfaceswith detection/mitigation), simulation frameworks, lifecycle-integrity reporting, and perpetual-assurance protocols.(4) Jurisdiction-Aware Anticipatory Compliance (M7)
EU AI Act 2024/1689 Annex IV, NIST AI RMF 1.0 / AI 600-1, ISO/IEC 42001, GDPR Art. 22, Basel III/IV, SR 11-7, NIS2/DORA, FCA Consumer Duty/SMCR, MAS/HKMA FEAT — 6
jurisdictions(regimes / posture) for a multipolar world.Implementation
gen-sentinel-gstack-gsifi-2030.py— reproducible data generator (8 modules; trailing newline; counts, KPIs, risk-control matrix, traceability, data-flows, regulators, 90-day rollout, evidence pack).gen-sentinel-gstack-gsifi-2030-html.py— reproducible dark-theme HTML renderer.data/sentinel-gstack-gsifi-2030.json+public/sentinel-gstack-gsifi-2030.html— both byte-identical on regeneration.server.js— page route/sentinel-gstack-gsifi-2030+ 24 API endpoints under/api/sentinel-gstack-gsifi-2030(collections with:id200/404 +regulators/:name); registered in governance-index Pillar P9 (module, report ref,strategicSynthesis2030dashboard); bumpedplatformStats(endpoints 700→724, dataObjects 25→26, reports 22→23, dashboards 37→38).Verification
node --check server.js✅:idlookups → 200 valid / 404 bogus;regulators/:name→ 200/404 ✅docRef:
SENTINEL-GSTACK-GSIFI-2030-WP-065. Builds on WP-060/061/062/063/064.Summary by CodeRabbit
New Features
Documentation