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MadsLorentzen/ai-job-search

https://github.com/MadsLorentzen/ai-job-search · scanned 2026-07-23 19:43 UTC (4 days, 19 hours ago)

15 raw signals (0 security + 15 graph)

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Complete repo analysis

Last scanned 4 days, 19 hours ago · v7 · last Δ +0.2 (diff) · 15 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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50.0% cov · 15 findings

Severity distribution — click a segment to filter

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Severity: Critical 0 High 3 Medium 10 Low 1 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 15 Crowd 0 Layer: Quality 10 Security 5

Exclude dismissed / FP Exclude test files

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Scan summary Repository scanned at 66.1/100 with 50.0% coverage. It contains 331 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 15 findings — concentrated in quality (10), security (5). Risk profile is high: 0 critical, 3 high, 10 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 14 of 15 actionable findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high System graph security Skillspector conf 0.70 SkillSpector P2 (prompt-injection) in .claude/skills/job-application-assistant/05-cv-templates.md

## Template: LaTeX moderncv (Banking Style) All CVs use the moderncv LaTeX package with the "banking" style Hidden instructions were detected in comments or invisible text. These could contain malicious di…

.claude/skills/job-application-assistant/05-cv-templates.md:7 Mcp skillPrompt injectionP2

high System graph security Skillspector conf 0.70 SkillSpector P2 (prompt-injection) in .claude/skills/job-scraper/search-queries.md

Hidden instructions were detected in comments or invisible text. These could contain malicious directives. Manual review is recommended. Skill: scrape Rule: P2 Category: prompt-injection Severity: HIGH Conf…

.claude/skills/job-scraper/search-queries.md:3 Mcp skillPrompt injectionP2

high System graph security Skillspector conf 0.70 SkillSpector P2 (prompt-injection) in .claude/skills/upskill/SKILL.md

Hidden instructions were detected in comments or invisible text. These could contain malicious directives. Manual review is recommended. Skill: upskill Rule: P2 Category: prompt-injection Severi…

.claude/skills/upskill/SKILL.md:181 Mcp skillPrompt injectionP2

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/add-portal.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/add-portal.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/add-template.md

.claude/commands/add-template.md VerificationClaude instruction

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

.claude/commands/outcome.md VerificationClaude instruction

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

.claude/commands/reset.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/settings.json

.claude/settings.json VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/job-application-assistant/06-cover-letter-templates.md

.claude/skills/job-application-assistant/06-cover-letter-templates.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 quality Integrity conf 0.85 Network/subprocess call without timeout or try/except — tools/check_framework_version.py:26

`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.

tools/check_framework_version.py:26 runtime safetyRobustness

medium System graph quality Integrity conf 0.85 Network/subprocess call without timeout or try/except — tools/check_upstream_updates.py:36

tools/check_upstream_updates.py:36 runtime safetyRobustness

medium System graph security Skillspector conf 0.75 SkillSpector EA2 (excessive-agency) in .claude/skills/job-application-assistant/05-cv-templates.md

without checking Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation. Skill: job-application-assistant Rule: EA2 Category: excessive-agen…

.claude/skills/job-application-assistant/05-cv-templates.md:254 Mcp skillExcessive agencyEa2

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

Found 69 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.

CleanupRepo hardeningGenerated repo pattern

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