vasu-devs/JustHireMe

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https://github.com/vasu-devs/JustHireMe.git · scanned 2026-05-16 04:23 UTC (4 weeks ago) · 10 languages

252 raw signals (34 security + 218 graph) 69th percentile · Python · medium (20-100K LoC) System graph score 79 (lower by 4)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 weeks ago · v1 · 13 actionable findings from 1 signal source. 15 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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100.0% cov · 0 findings

Severity distribution — click a segment to filter

Active filters: source: legacy × excluding tests × Reset all

Severity: Critical 0 High 3 Medium 4 Low 6 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 13 System graph 0 Crowd 0 Layer: Quality 10 Security 3

Exclude dismissed / FP Exclude test files

Scan summary Quality grade B+ (75/100). Dimensions: security 87, maintainability 85. 34 findings. 39,990 lines analyzed.

Showing 13 of 13 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.

high Security checks security Injection conf 1.00 [SEC004] SQL Injection Risk: String interpolation in SQL execution. Allows SQL injection.

Use parameterized queries: conn.execute('SELECT * FROM t WHERE id = %s', [id]). For dynamic table or column names, choose identifiers from a hard-coded allowlist and keep values in parameters.

backend/data/sqlite/leads.py:162

high Security checks security auth conf 0.83 Secret-like setting is echoed into a password input value

Settings screens sometimes render API keys, tokens, or passwords back into HTML/JSX password fields. That still exposes the secret to page source, browser extensions, screenshots, and DOM scraping.

src/shared/components/OnboardingWizard.tsx:297

low Security checks quality Error handling conf 1.00 3 occurrences [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even in cleanup code, log at DEBUG level.

Log the error: `except Exception: logger.debug('cleanup failed', exc_info=True)`. Or handle specific exception types.

3 files, 3 locations

backend/discovery/quality_gate.py:93

backend/graph/__init__.py:15

backend/profile/github_ingestor.py:250

medium Security checks quality Error handling conf 1.00 3 occurrences [ERR002] Empty Catch Block: Empty catch blocks hide errors.

Log the error or rethrow it. Use console.error() at minimum.

3 files, 3 locations

src/shared/hooks/useDueFollowups.ts:11

src/shared/hooks/useLeads.ts:20

website/src/main.jsx:203

medium Security checks security path traversal conf 1.00 [SEC012] ZipSlip — Archive Path Traversal: Archive extraction without path validation allows writing files outside the target directory.

Validate extracted paths with os.path.realpath() and ensure they stay within the target directory.

backend/automation/browser_runtime.py:83

low Security checks quality Quality conf 0.60 12 occurrences Duplicated implementation block across source files

Duplicate implementation blocks are maintenance debt. Keep them visible, but they are not a high-severity defect unless the duplicated logic is security-sensitive or drifting.

12 files, 12 locations

backend/automation/scout.py:61

backend/data/graph/profile.py:372

backend/db/client.py:81

backend/discovery/normalizer.py:109

backend/discovery/sources/common.py:25

backend/discovery/sources/web.py:40

backend/graph_service/helpers.py:36

backend/graph_service/stats.py:116

duplicationquality

high Security checks quality Quality conf 0.80 localStorage write failures are swallowed silently

localStorage quotas are small and writes can fail. Catching storage errors without a user-visible warning causes silent data loss when notes, images, or snapshots exceed quota.

website/src/main.jsx:128

medium Security checks quality Quality conf 0.70 Public web app has no Content Security Policy

A Content Security Policy reduces the blast radius of injected scripts if the app is ever served through preview, static hosting, or a web container outside its normal sandbox.

index.html

medium Security checks quality Quality conf 0.78 Public web service has no security.txt

security.txt gives researchers and customers a safe disclosure channel. Public web apps and APIs should publish it under /.well-known/security.txt.

.well-known/security.txt

low Security checks quality Quality conf 0.64 Public docs site has no llms.txt

AI coding agents increasingly read llms.txt to find canonical docs and API workflows. Without it, agents are more likely to browse pages repeatedly or use stale instructions.

llms.txt

low Security checks quality Quality conf 0.50 Public web app has no humans.txt

humans.txt is optional, but it gives operators and reviewers a simple place to find ownership, contact, and important public documentation links.

humans.txt

low Security checks quality Quality conf 0.72 Public web app has no sitemap

A sitemap gives search engines, docs crawlers, and AI agents a structured list of public pages. Without one, important docs and product pages are easy to miss.

sitemap.xml

low Security checks quality Quality conf 0.74 robots.txt does not advertise a sitemap

Sitemap directives in robots.txt help crawlers and AI agents find the canonical public URL inventory quickly.

website/public/robots.txt

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