Skylos vs Sublime Security

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-10-08
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At a glance

DimensionSkylosSublime Security
Target ProblemCode quality & AI-generated code defectsEmail security (BEC, phishing)
Primary Language/PlatformPython (CLI, CI integration)Email platforms (Microsoft 365, Google Workspace)
AI FocusDetect AI-code mistakes (hallucinated imports, etc.)AI-powered threat detection & conversational analysis
IntegrationsGitHub Actions, Slack, Discord, VS Code, Claude Code, Cursor, MCPMicrosoft 365, Google Workspace
False Positives21× fewer false positives than Vulture on FlaskLow false positive rates via adaptive learning

If your pain point is AI-generated Python code introducing bugs or security flaws, Skylos is the clear choice with its low false positives and free tier. If you're defending against advanced email threats like BEC, Sublime Security offers powerful AI detection with custom rules, but its opaque pricing and enterprise focus may not suit small teams. Choose based on attack surface: code vs. inbox.

Skylos
Skylos

Skylos is a local-first Python static analysis CLI that catches dead code, secrets, and AI-code mistakes before they merge.

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Sublime Security
Sublime Security

Agentic email security that auto-triages reported phishing and writes org-specific detections for your SOC.

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Pricing
Freemium
Contact Sales
Plans
$0
$0
$9 / 50 credits
Custom
$0
Popularity
10 views
7.5k views
Skill Level
Intermediate
Advanced
API Available
Platforms
CLIAPI
APIWeb
Categories
🔎 Code Review & Quality🔐 Application & Code Security
🚨 Threat Detection & SOC
Features
Dead code detection for unused functions, imports, classes, and variables
SQL injection detection that traces tainted input into string-built queries
Command injection detection for unsafe shell execution paths
Hardcoded secrets detection with provider labels (AWS, Stripe) and masked previews
AI-defect detection for hallucinated imports, invented APIs, and phantom calls
Removed security control detection (auth decorators, CSRF checks, rate limits)
Software composition analysis with package reachability and fix versions
Smart Tracing: runs your test suite to eliminate dead-code false positives
Diff review that flags risky changes before merge
GitHub Actions PR gate and CI merge gate
VS Code extension for in-editor findings
MCP server support for agent remediation workflows
Cloud Workspace: stored scans, comparisons, PR comments, and shared triage
Multi-language analysis for Python, JavaScript/TypeScript, Go, Java, Kotlin, PHP, Rust, Dart, C#, and Shell
Local-first scan with no code upload and no login
Autonomous Security Analyst (ASA) auto-triages user-reported phishing emails
Autonomous Detection Engineer (ADÉ) authors backtested, org-specific detections
One-click approval before new detections go live
Custom detections written in Sublime Script, a YARA-like language
Full transparency into every decision: matched detections and signal analysis
Behavioral threat hunting interface for proactive investigation
Automated response actions: quarantine, alert, and remediation
Detects BEC and vendor email compromise in real time
Detects credential phishing, callback phishing, QR code phishing, and ICS phishing
Prompt injection and malware/ransomware detection in email
Email DLP for stopping sensitive data loss over email (GA September 30, 2026)
Advanced graymail protection filtering bulk and newsletter noise (public beta July 2026)
Native deployment over Microsoft 365 and Google Workspace mail
Free email analyzer tool plus analyzer API for ad-hoc message scans
API for programmatic access to detections and verdicts
Integrations
GitHub Actions
VS Code
Slack
Discord
Claude Code
Cursor
MCP
Microsoft 365
Google Workspace

What real users say: Skylos vs Sublime Security

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

Skylos

35 mentions across 4 sources · 52% positive — mixed (averaged across 4 sources)

Hacker News, YouTube, GitHub, Lemmy

What users praise

  • • Dead code detection beats Vulture (29/29 vs 24/29) on real libraries.
  • • Local-first CLI with no login requirement offers quick, private testing.
  • • Unique focus on AI-code mistakes like hallucinated imports and phantom calls.
  • • Integrates with Claude Code, Cursor, GitHub Actions, VS Code, and MCP.

What frustrates them

  • • False positives on decorators, TypedDict fields, and closure parameters.
  • • Internal package imports incorrectly flagged as undeclared (SKY-D223).
  • • macOS terminal probing breaks the TUI progress display.
  • • Interactive remove/comment-out fails in WSL2 environments.

Researched Aug 29, 2026

Sublime Security

14 mentions across 2 sources · 76% positive (weighted across 2 sources)

YouTube, Lemmy

What users praise

  • • Transparent, auditable verdicts with matched detections beat black-box scoring in the eyes of security practitioners
  • • Sublime Script's YARA-like syntax means your own detection engineers can read and test rules
  • • ASA auto-triage of user-reported phishing targets the exact backlog SOCs complain about
  • • ADÉ drafts backtested org-specific detections that land for one-click approval

What frustrates them

  • • Public feedback is dominated by YouTube comments — almost no Reddit, HN, or review-site validation
  • • Advanced skill floor means detection-engineering capability is a prerequisite, not a bonus
  • • Sublime Script detections need ongoing tuning that falls on your team to own
  • • No public pricing — every real quote requires a sales conversation

Researched Oct 7, 2026

Who should pick which

  • Python developer using AI coding assistants
    Pick: Skylos

    Skylos catches hallucinated imports, phantom calls, and removed security controls from AI-generated code, with a free CLI and low false positives.

  • Security team in a large enterprise facing BEC attacks
    Pick: Sublime Security

    Sublime's AI-powered conversational analysis and custom YARA-like rules detect sophisticated email threats with low false positives.

  • Open source maintainer cleaning Python code
    Pick: Skylos

    Skylos detects dead code and quality issues with 21× fewer false positives than Vulture, and is free to use.

  • SOC analyst needing proactive email threat hunting
    Pick: Sublime Security

    Sublime's threat hunting interface and deep visibility into email attacks enable analysts to investigate and respond to advanced threats.

  • DevOps engineer setting up CI quality gates
    Pick: Skylos

    Skylos integrates natively with GitHub Actions and provides a PR gate to block high-confidence regressions, as highlighted in recent news.

Frequently Asked Questions

Skylos vs Sublime Security: which should you choose?

If your pain point is AI-generated Python code introducing bugs or security flaws, Skylos is the clear choice with its low false positives and free tier. If you're defending against advanced email threats like BEC, Sublime Security offers powerful AI detection with custom rules, but its opaque pricing and enterprise focus may not suit small teams. Choose based on attack surface: code vs. inbox.

Are Skylos and Sublime Security competitors?

Not directly. Skylos focuses on static analysis for Python code (especially AI-generated code), while Sublime focuses on email security. They address different attack surfaces.

Does Skylos support languages other than Python?

Skylos is primarily Python-focused. Other language support is limited, so it's best for Python projects.

Does Sublime Security offer a free tier?

No. Sublime Security is paid only, with pricing available upon contacting sales. There is no public free tier.

Can Skylos detect secrets from AI-generated code?

Yes, Skylos includes secrets detection for hardcoded credentials like AWS and Stripe, and specifically catches insecure defaults and removed controls from AI assistants.

What integrations does Sublime Security offer?

Sublime integrates with Microsoft 365 and Google Workspace for email scanning, but does not support code repositories or CI/CD tools.

How does Skylos integrate with AI coding agents?

Skylos works seamlessly with Claude Code and Cursor via CLI, VS Code extension, and MCP server, catching AI-specific mistakes like hallucinated imports.

Is Sublime Security suitable for small businesses?

It's not recommended for small businesses without dedicated security staff, as it requires tuning detection rules and has enterprise pricing.

Does Skylos require internet connectivity?

Local scans work offline; cloud features like shared triage require uploads. The CLI is local-first and free.

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Last reviewed: July 3, 2026