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ADORSYS-GIS/ai-helm

https://github.com/ADORSYS-GIS/ai-helm · scanned 2026-06-17 01:11 UTC (1 month, 2 weeks ago)

23 raw signals (0 security + 23 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ -2.8 (diff) · 14 actionable findings from 1 signal source. 9 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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88.9% cov · 14 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 1 High 0 Medium 8 Low 4 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 14 Crowd 0 Layer: Frontend 1 Network 1 Security 1 Cicd 4 Quality 7

Exclude dismissed / FP Exclude test files

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Scan summary Repository scanned at 73.9/100 with 88.9% coverage. It contains 685 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 23 findings — concentrated in cicd (13), quality (7), frontend (1). Risk profile is high: 1 critical, 0 high, 14 medium. Recommended next step: open the cicd layer findings first — that's where the highest-impact wins live.

Showing 13 of 14 actionable findings. 23 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

critical System graph security Secrets conf 1.00 Possible secret in plans/artillery/README.md

Detected pattern matching generic_api_key. Rotate the credential and move to a secret manager.

plans/artillery/README.md:34

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: CLAUDE.md

This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.

CLAUDE.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing

AI-coder instruction files were found, but the repo is missing tests. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.

Repo hardeningGenerated repo pattern

medium System graph quality Tests conf 1.00 CI is configured but no tests are detected

A CI pipeline exists, but the scan found no test files to gate. Opus labeled this generated-code pattern as config theater: release machinery exists, but it has little behavioral signal.

CI/CDConfig theaterRepo hardening

medium System graph cicd CI/CD security conf 1.00 7 occurrences GitHub Action is tag-pinned rather than SHA-pinned

azure/setup-helm@v5 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.

4 files, 7 locations

.github/workflows/release-helm-charts.yml:25, 80, 103 (3 hits)

.github/workflows/opencode.yml:80, 93 (2 hits)

.github/workflows/helm-lint.yaml:17

.github/workflows/security.yml:14

CI/CD securitySupply chainGithub actions

medium System graph cicd CI/CD security conf 1.00 GitHub Actions workflow grants broad write permissions

CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.

.github/workflows/opencode.yml CI/CD securitySupply chainGithub actions

medium System graph cicd CI/CD security conf 1.00 GitHub Actions workflow grants broad write permissions

CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.

.github/workflows/release-helm-charts.yml CI/CD securitySupply chainGithub actions

medium System graph network Security conf 1.00 Privileged port 587 in use

Port 587 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.

charts/keycloak-baseline/values.yaml Ports

medium System graph quality Tests conf 1.00 Very low test-to-source ratio

0 test file(s) for 6 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.

Coverage

low System graph quality Debug conf 1.00 Debug logging residue appears in source files

Found 31 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.

CleanupRepo hardeningGenerated repo pattern

low System graph cicd CI/CD security conf 1.00 4 occurrences GitHub Action is tag-pinned rather than SHA-pinned

actions/cache@v5 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.

3 files, 4 locations

.github/workflows/opencode.yml:73, 110 (2 hits)

.github/workflows/helm-lint.yaml:23

.github/workflows/release-helm-charts.yml:20

CI/CD securitySupply chainGithub actions

low System graph quality Agent instructions conf 1.00 Multiple root agent instruction files without precedence

The repo has multiple top-level AI-coder instruction files. Without precedence rules, different agents may follow different policies.

Governance

low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — plans/artillery/generate-report.js:427

Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak

Fq console leak

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