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AliAkhtari78/SpotifyScraper

https://github.com/AliAkhtari78/SpotifyScraper · scanned 2026-06-17 01:14 UTC (1 month, 2 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 1 month, 2 weeks ago · v2 · last Δ +2.6 (diff) · 14 actionable findings from 1 signal source. 14 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 · 14 findings

Severity distribution — click a segment to filter

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Severity: Critical 0 High 0 Medium 10 Low 3 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 14 Crowd 0 Layer: Api 1 Cicd 1 Security 1 Quality 11

Exclude dismissed / FP Exclude test files

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Scan summary Repository scanned at 79.3/100 with 77.8% coverage. It contains 1070 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 28 findings — concentrated in quality (25), api (1), cicd (1). Risk profile is low: 0 critical, 0 high, 10 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 9 of 14 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 authority lacks a verifier contract: .claude/commands/opsx/apply.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/commands/opsx/apply.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/opsx/archive.md

.claude/commands/opsx/archive.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/opsx/propose.md

.claude/commands/opsx/propose.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/opsx/sync.md

.claude/commands/opsx/sync.md VerificationClaude instruction

medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: .claude/settings.json

Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.

.claude/settings.json:17 Supply chainClaude instruction

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.yml CI/CD securitySupply chainGithub actions

low System graph quality Integrity conf 1.00 15 occurrences Near-duplicate function bodies in 2 places

Functions with the same first-5-line body hash: src/spotify_scraper/_async/client.py:get_track, src/spotify_scraper/_sync/client.py:get_track 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 separ…

15 occurrences

repo-level (15 hits)

duplicatesduplication

low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 4 places

Functions with the same first-5-line body hash: src/spotify_scraper/http/transport.py:get, src/spotify_scraper/http/transport.py:get, src/spotify_scraper/http/transport.py:get, src/spotify_scraper/http/transport.py:get This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — …

duplicatesduplication

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `item_v2` in src/spotify_scraper/api/parse_entities.py:529

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

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