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wcl-dev/kwara

https://github.com/wcl-dev/kwara · scanned 2026-06-16 00:55 UTC (2 months, 1 week ago)

34 raw signals (0 security + 34 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 33 actionable findings from 1 signal source. 1 repeated signal grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
87.1
/100
Security checks
87
0 findings
System graph
87
77.8% cov · 33 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 0 Medium 5 Low 15 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 33 Crowd 0 Layer: Software 9 Frontend 1 Cicd 1 Quality 22
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Scan summary Repository scanned at 87.1/100 with 77.8% coverage. It contains 794 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 34 findings — concentrated in quality (23), software (9), frontend (1). Risk profile is low: 0 critical, 0 high, 5 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 20 of 33 actionable findings. 34 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 authority lacks a verifier contract: .claude/settings.json
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/settings.json 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 ci. 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 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 cicd CI/CD security conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
CI/CD securityCoverage
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 19 placeholder/mock markers across 9 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 24 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 2 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: kwara/clusters.py:case_counts, kwara/narrative.py:case_counts 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 separate.
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `_query_whois_legacy` in kwara/whois_lookup.py:103
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 quality Integrity conf 1.00 Old/deprecated-named symbol `sr_id_old` in tests/test_round6_export_history.py:58
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: case_narrative
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
kwara/narrative.py:213
low System graph software Dead code conf 1.00 Possibly dead Python function: pg_analysis
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
kwara/app.py:337
low System graph software Dead code conf 1.00 Possibly dead Python function: pg_collection
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
kwara/app.py:297
low System graph software Dead code conf 1.00 Possibly dead Python function: pg_crosscase
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
kwara/app.py:370
low System graph software Dead code conf 1.00 Possibly dead Python function: pg_export
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
kwara/app.py:374
low System graph software Dead code conf 1.00 Possibly dead Python function: pg_graph
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
kwara/app.py:365
low System graph software Dead code conf 1.00 Possibly dead Python function: pg_group
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
kwara/app.py:245
low System graph software Dead code conf 1.00 Possibly dead Python function: pg_overview
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
kwara/app.py:240
low System graph software Dead code conf 1.00 Possibly dead Python function: snapshot_batch
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
kwara/snapshots.py:409
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
low System graph quality Complexity conf 1.00 Very large file: kwara/i18n.py (1142 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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