Skill UI

Allows users to resume an interrupted or paused autoresearch experiment. It automatically loads the full context, including configuration, strategy files, complete results history, and recent code changes. The system then summarizes the current best metrics and patterns, prompting the user to continue with a single iteration, set up an automated loop, or manually review the results.

This tool analyzes Web Application Firewall (WAF) logs (ModSecurity, AWS WAF, Cloudflare) to detect sophisticated SQL injection attack campaigns. It parses diverse log formats, identifies common SQLi payloads (UNION SELECT, OR 1=1), correlates multi-stage attacks, tracks source IPs, and generates detailed incident reports classified by OWASP standards for SOC analysts and security researchers.

A comprehensive methodology for conducting deep security assessments and penetration tests against GraphQL APIs. This guide covers the entire attack lifecycle, including endpoint discovery, blind schema reconstruction, authentication/authorization bypass, SQL/NoSQL injection, Denial of Service (DoS) via depth bombs, and abusing advanced features like file uploads and subscriptions. It provides actionable steps and tool guidance for professional security researchers and ethical hackers.

This guide provides comprehensive instructions for creating a robust, reproducible artifact package for database systems research. It details best practices including containerization, pinning workloads, generating a permanent DOI-archived record, and designing the package to be successfully built and demonstrated on a reviewer's clean machine within a tight time budget. The goal is to strengthen scientific rigor and ensure permanent, open-access citation.

A comprehensive guide for authors submitting systems papers to the EuroSys conference. It helps authors assess the suitability of their manuscript, frame the narrative, and determine the required evidence depth (including implementation artifacts and realistic workloads). The guide specifically covers European systems research in OS, distributed systems, cloud, and security, while providing comparisons to related top-tier venues like SOSP and OSDI.

A comprehensive guide for structuring academic system evaluation papers (e.g., OSDI). It dictates how to frame experiments around core research questions, select robust baselines, utilize realistic workloads (including adversarial tests), and apply rigorous measurement disciplines (e.g., reporting distributions, p99s) while maintaining conciseness within strict page limits.