exploitability-validation

Validate vulnerability findings for real, reachable exploitability across pipeline stages.

482|72|Updated Apr 5, 2026
One-click install
npx skills add https://github.com/deonmenezes/mantishack --skill exploitability-validation-deonmenezes
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: exploitability-validation
Source: https://github.com/deonmenezes/mantishack/tree/main/.claude/skills/exploitability-validation
Command: npx skills add https://github.com/deonmenezes/mantishack --skill exploitability-validation-deonmenezes

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Validate vulnerability findings across the full research pipeline to ensure they are real, reachable, and exploitable, preventing wasted effort on false positives.

Core Features & Use Cases

  • Multi-stage validation pipeline: inventory, hypotheses, surface mapping, PoC testing, and final ruling.
  • Deterministic outputs and gate-enforced decisions to minimize false positives and missed exploitable paths.
  • Use case: After a scanner reports a vulnerability, run Stage A-D to confirm exploitability before proceeding to PoC and exploit development.

Quick Start

Execute the end-to-end validation pipeline on your target project to produce a verified findings set.

Frequently Asked Questions about exploitability-validation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I validate vulnerability findings to prevent false positives before exploit development?

Vulnerability validation confirms findings are real, reachable, and exploitable by running an end-to-end pipeline. This process checks inventory, hypotheses, attack surface, and PoC validation to eliminate wasted effort on false positives before proceeding to exploit development.

What is exploitability validation in a security automation pipeline?

Exploitability validation is a multi-stage process that verifies scanner outputs are genuinely exploitable. It applies after scanning and before exploit development, using gate-enforced decisions and deterministic outputs to ensure findings are real and reachable across pipeline stages.

How do I automate PoC validation to gate compliance in my security pipeline?

You automate PoC validation by running configurable end-to-end checks that produce deterministic outputs and stage-by-stage JSON artifacts. These artifacts enforce gate compliance decisions, ensuring only verified exploitable paths proceed in the pipeline.

Does exploitability validation require specific dependencies to run end-to-end checks?

Exploitability validation operates without external dependencies, allowing you to execute end-to-end checks directly on your target project. It requires no prerequisite environment setup tools, making it straightforward to integrate into existing security pipelines.

Why do I need to verify attack surface reachability after running a vulnerability scanner?

Verifying attack surface reachability is necessary because scanners often report hallucinations. Validation applies after scanning to prove the vulnerability is actually reachable and exploitable, preventing wasted effort on false positives during subsequent research stages.

What are the limitations of using deterministic outputs for vulnerability ruling?

Deterministic outputs provide reliable stage-by-stage JSON artifacts for gate compliance, but the validation process is limited to confirming reachability and exploitability. It does not replace the actual exploit development phase that follows the final ruling.