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Sagargupta16/claude-cost-optimizer

https://github.com/Sagargupta16/claude-cost-optimizer · scanned 2026-06-15 23:59 UTC (2 months, 3 weeks ago)

28 raw signals (0 security + 28 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 17 actionable findings from 1 signal source. 11 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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77.8% cov · 17 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 7 Low 8 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 17 Crowd 0 Layer: Software 4 Security 1 Cicd 1 Quality 11

Exclude dismissed / FP Exclude test files

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Scan summary Repository scanned at 83.5/100 with 77.8% coverage. It contains 347 nodes across 5 cross-layer flows, written primarily in mixed languages. Engine surfaced 28 findings — concentrated in quality (22), software (4), security (1). Risk profile is low: 0 critical, 0 high, 7 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 15 of 17 actionable findings. 28 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.

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 quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data

A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded.

Mock dataCritical flowGenerated repo pattern

medium System graph quality Integrity conf 1.00 Frontend route `/*` has no Link/navigate to it — site/src/App.tsx

The route is registered but no `<Link to=…>` or `navigate(…)` in the codebase navigates here. Either it's reachable only via direct URL (intentional), it's dead, or the link broke during a refactor.

Orphan pageWiring

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/deploy-site.yml CI/CD securitySupply chainGithub actions

medium System graph security Coverage conf 1.00 No auth library detected

The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing.

auth

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

1 test file(s) for 23 source file(s) (ratio 0.04). 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 124 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 quality Integrity conf 1.00 12 occurrences Near-duplicate function bodies in 2 places

Functions with the same first-5-line body hash: tools/token-estimator/estimate.py:supports_color, tools/usage-analyzer/analyze.py:supports_color This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're se…

12 occurrences

repo-level (12 hits)

duplicatesduplication

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `fast_mode_legacy` in tools/token-estimator/estimate.py:74

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph software Dead code conf 1.00 Possibly dead Python function: score_hooks

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

tools/claude-rate/rate.py:660

low System graph software Dead code conf 1.00 Possibly dead Python function: score_mcp_servers

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

tools/claude-rate/rate.py:622

low System graph software Dead code conf 1.00 Possibly dead Python function: score_optimizer_tooling

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

tools/claude-rate/rate.py:839

low System graph software Dead code conf 1.00 Possibly dead Python function: score_security

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

tools/claude-rate/rate.py:750

low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence

The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.

Git historyGenerated repo pattern

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