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vini0894/raga-focus-dashboard

https://github.com/vini0894/raga-focus-dashboard · scanned 2026-06-16 00:50 UTC (2 months, 1 week ago)

42 raw signals (0 security + 42 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 42 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
61.1
/100
Security checks
61
0 findings
System graph
61
66.7% cov · 42 findings
Critical
1
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 1 High 0 Medium 5 Low 31 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 42 Crowd 0 Layer: Software 22 Frontend 1 Security 1 Cicd 1 Quality 17
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Scan summary Repository scanned at 61.1/100 with 66.7% coverage. It contains 377 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 42 findings — concentrated in software (22), quality (17), frontend (1). Risk profile is high: 1 critical, 0 high, 5 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 37 of 42 actionable findings. 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 README.md
Detected pattern matching password_literal. Rotate the credential and move to a secret manager.
README.md:101
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/launch.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/launch.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 license, 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 Tests conf 1.00 Very low test-to-source ratio
1 test file(s) for 38 source file(s) (ratio 0.03). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 225 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 License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `competitor_snapshots_v2` in pipeline/snapshot_competitors_with_views.py:6
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 `has_legacy` in dashboard.py:1699
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: add_from_candidate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pipeline/idea_queue.py:51
low System graph software Dead code conf 1.00 Possibly dead Python function: append_dismissed_candidate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
storage.py:222
low System graph software Dead code conf 1.00 Possibly dead Python function: append_to_bank
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pipeline/discover_thumbnail_hooks.py:172
low System graph software Dead code conf 1.00 Possibly dead Python function: append_to_cache
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pipeline/raga_validator.py:106
low System graph software Dead code conf 1.00 Possibly dead Python function: apply_pattern_to_candidate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pipeline/competitor_patterns.py:107
low System graph software Dead code conf 1.00 Possibly dead Python function: auto_promote_vidiq_scores
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pipeline/persistence.py:49
low System graph software Dead code conf 1.00 Possibly dead Python function: build_ask_prompt
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pipeline/raga_validator.py:88
low System graph software Dead code conf 1.00 Possibly dead Python function: classify
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
dashboard.py:835
low System graph software Dead code conf 1.00 Possibly dead Python function: delete_item
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pipeline/idea_queue.py:135
low System graph software Dead code conf 1.00 Possibly dead Python function: is_invalidated
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pipeline/persistence.py:139
low System graph software Dead code conf 1.00 Possibly dead Python function: iso_date
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
auth.py:79
low System graph software Dead code conf 1.00 Possibly dead Python function: log_approval
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pipeline/persistence.py:197
low System graph software Dead code conf 1.00 Possibly dead Python function: log_suno_result
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pipeline/persistence.py:170
low System graph software Dead code conf 1.00 Possibly dead Python function: log_thumbnail_text_result
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pipeline/persistence.py:153
low System graph software Dead code conf 1.00 Possibly dead Python function: mood_from_problem_kw
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pipeline/raga_validator.py:50
low System graph software Dead code conf 1.00 Possibly dead Python function: set_video_status
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
dashboard.py:20
low System graph software Dead code conf 1.00 Possibly dead Python function: set_video_status
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
production_queue.py:45
low System graph software Dead code conf 1.00 Possibly dead Python function: shipped_titles_as_df
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
storage.py:190
low System graph software Dead code conf 1.00 Possibly dead Python function: split_candidates_by_cluster
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pipeline/generate_ideas.py:62
low System graph software Dead code conf 1.00 Possibly dead Python function: update_item
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pipeline/idea_queue.py:120
low System graph software Dead code conf 1.00 Possibly dead Python function: yt_analytics
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
auth.py:74
low System graph software Dead code conf 1.00 Possibly dead Python function: yt_data
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
auth.py:69
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 Integrity conf 1.00 Stub function `_save_overrides` (body is just `pass`/`return`) — brief_queue.py:46
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Integrity conf 1.00 Stub function `set_video_status` (body is just `pass`/`return`) — dashboard.py:20
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Complexity conf 1.00 Very large file: dashboard.py (3820 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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