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vasu-devs/JustHireMe

https://github.com/vasu-devs/JustHireMe.git · scanned 2026-05-16 04:23 UTC (2 weeks, 6 days ago) · 10 languages

252 findings (34 legacy + 218 scanner) 72nd percentile · Python · medium (20-100K LoC) Scanner says 79 (lower by 4)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 weeks, 6 days ago · v1 · 28 findings from 1 source. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
80.6
/100
Repobility
82
28 legacy
9-layer
79
100.0% cov · 0 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 15 Medium 9 Low 4 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 28 9-layer 0 Crowd 0 Layer: Quality 25 Security 3
Scan summary Repository scanned at 78.8/100 with 100.0% coverage. It contains 2399 nodes across 30 cross-layer flows, written primarily in mixed languages. Engine surfaced 0 findings. Risk profile is low: 0 critical, 0 high, 0 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 28 of 28 findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high Legacy 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 injectionlegacy
high Legacy 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 authlegacy
medium Legacy quality error_handling conf 1.00 [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.
backend/profile/github_ingestor.py:250 error_handlinglegacy
medium Legacy quality error_handling conf 1.00 [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.
backend/discovery/quality_gate.py:93 error_handlinglegacy
medium Legacy quality error_handling conf 1.00 [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.
backend/graph/__init__.py:15 error_handlinglegacy
medium Legacy quality error_handling conf 1.00 [ERR002] Empty Catch Block: Empty catch blocks hide errors.
Log the error or rethrow it. Use console.error() at minimum.
src/shared/hooks/useDueFollowups.ts:11 error_handlinglegacy
medium Legacy quality error_handling conf 1.00 [ERR002] Empty Catch Block: Empty catch blocks hide errors.
Log the error or rethrow it. Use console.error() at minimum.
src/shared/hooks/useLeads.ts:20 error_handlinglegacy
medium Legacy quality error_handling conf 1.00 [ERR002] Empty Catch Block: Empty catch blocks hide errors.
Log the error or rethrow it. Use console.error() at minimum.
website/src/main.jsx:203 error_handlinglegacy
medium Legacy 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 path_traversallegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
website/api/views.js:9 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
backend/ranking/taxonomy.py:1 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
backend/ranking/scoring_engine.py:74 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
backend/llm/__init__.py:1 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
backend/graph_service/stats.py:116 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
backend/graph_service/helpers.py:36 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
backend/discovery/sources/web.py:40 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
backend/discovery/sources/common.py:25 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
backend/discovery/normalizer.py:109 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
backend/db/client.py:81 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
backend/data/graph/profile.py:372 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
backend/automation/scout.py:61 qualitylegacy
high Legacy 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 qualitylegacy
medium Legacy 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 qualitylegacy
medium Legacy 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 qualitylegacy
low Legacy 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 qualitylegacy
low Legacy 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 qualitylegacy
low Legacy 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 qualitylegacy
low Legacy 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 qualitylegacy
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