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Arthur-Ficial/apfel

https://github.com/Arthur-Ficial/apfel · scanned 2026-06-17 01:16 UTC (1 month, 2 weeks ago)

16 raw signals (0 security + 16 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 -7.5 (diff) · 13 actionable findings from 1 signal source. 3 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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55.6% cov · 13 findings

Severity distribution — click a segment to filter

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Severity: Critical 0 High 0 Medium 9 Low 4 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 13 Crowd 0 Layer: Security 3 Cicd 2 Quality 8

Exclude dismissed / FP Exclude test files

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Scan summary Repository scanned at 69.2/100 with 55.6% coverage. It contains 650 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 16 findings — concentrated in quality (8), cicd (5), security (3). Risk profile is low: 0 critical, 0 high, 9 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 13 of 13 actionable findings. 16 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/routines/01-issue-triage.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/routines/01-issue-triage.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/routines/02-pr-auto-review.md

.claude/routines/02-pr-auto-review.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/routines/04-dist-channel-watch.md

.claude/routines/04-dist-channel-watch.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/routines/_golden-goal.md

.claude/routines/_golden-goal.md VerificationClaude instruction

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

CLAUDE.md VerificationClaude instruction

medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: .claude/routines/05-bug-solver.md

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

.claude/routines/05-bug-solver.md:161 Supply chainClaude instruction

medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: .claude/routines/_golden-goal.md

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

.claude/routines/_golden-goal.md:110 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/publish-release.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

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

Found 10 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/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.

2 files, 4 locations

.github/workflows/ci.yml:17, 63 (2 hits)

.github/workflows/publish-release.yml:29, 156 (2 hits)

CI/CD securitySupply chainGithub actions

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

Functions with the same first-5-line body hash: Tests/integration/mcp_remote_test.py:remote_multiply_response, Tests/integration/mcp_remote_test.py:remote_add_response This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or …

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: Tests/integration/cli_e2e_test.py:run_cli, Tests/integration/cli_e2e_test.py:run_cli_tty, Tests/integration/cli_e2e_test.py:run_cli_chat_json, Tests/integration/cli_e2e_test.py:run_cli_chat_tty This is *the* AI-coder failure mode (4× more duplication…

duplicatesduplication

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