Migrate Hibernate 5 to Hibernate 6 with Spring Boot 3. Use when fixing HQL/JPQL query parsing issues, removing deprecated Criteria API, updating ID generation strategies, or diagnosing N+1 query behavior changes. Covers breaking changes, type mappings, and performance monitoring.
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026
Running Suricata against PCAPs offline and validating results via eve.json
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026
Three.js OBJExporter utility for exporting 3D geometry to Wavefront OBJ format. Use when converting Three.js scenes, meshes, or geometries to OBJ files for use in other 3D software like Blender, Maya, or MeshLab.
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026
Generate structured CSV security audit reports from vulnerability data with proper filtering and formatting. This skill covers CSV schema design for security reports, using Python csv.DictWriter, severity-based filtering, and field mapping from JSON to tabular format.
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026
Migrate Spring Boot 2.x applications to Spring Boot 3.x. Use when updating pom.xml versions, removing deprecated JAXB dependencies, upgrading Java to 17/21, or using OpenRewrite for automated migration. Covers dependency updates, version changes, and migration checklist.
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026
Fast workflow to inspect PCAPs and extract protocol-level details using tshark
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026
Search flights by origin, destination, and departure date using the bundled flights dataset. Use this skill when proposing flight options or checking whether a route/date combination exists.
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026
Use Trivy vulnerability scanner in offline mode to discover security vulnerabilities in dependency files. This skill covers setting up offline scanning, executing Trivy against package lock files, and generating JSON vulnerability reports without requiring internet access.
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026
When given a project codebase, this skill observes the important functions in the codebase for future action.
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026
When given a Python project codebase, this skill helps the agent to set up virtual environments, install dependencies, and run scripts.
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026
Migrate Spring Security 5 to Spring Security 6 configuration. Use when removing WebSecurityConfigurerAdapter, replacing @EnableGlobalMethodSecurity with @EnableMethodSecurity, converting antMatchers to requestMatchers, or updating to lambda DSL configuration style. Covers SecurityFilterChain beans and authentication manager changes.
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026
Migrate Java EE javax.* imports to Jakarta EE jakarta.* namespace. Use when upgrading to Spring Boot 3.x, migrating javax.persistence, javax.validation, javax.servlet imports, or fixing compilation errors after Jakarta EE transition. Covers package mappings, batch sed commands, and verification steps.
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026
ObsPy allows you to easily download earthquake data from various data centers/networks through its client API. This is an overview of available services and a demo of the client API for International Federation of Digital Seismograph Networks (FDSN). Use this if you need to download earthquake research data.
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026
Creating fuzz driver for Python libraries using LibFuzzer. This skill is useful when agent needs to work with creating fuzz drivers / fuzz targets for Python project and libraries.
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026
Estimate driving/taxi duration, distance, and rough cost between two cities using the bundled distance matrix CSV. Use this skill when comparing ground travel options or validating itinerary legs.
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026
Three.js scene-graph parsing and export workflows: mesh baking, InstancedMesh expansion, part partitioning, per-link OBJ export, and URDF articulation.
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026
Align Python version and repo-declared dependencies (requirements.txt / environment.yml) before installing packages for NLP research code reproduction.
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Codex's capabilities with specialized knowledge, workflows, or tool integrations.
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026
Extract CVSS (Common Vulnerability Scoring System) scores from vulnerability data sources with proper fallback handling. This skill covers understanding CVSS v3, handling multiple score sources (NVD, GHSA, RedHat), implementing source priority logic, and dealing with missing scores in security reporting.
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026
Defining and extracting kernel constants for syzkaller syzlang descriptions
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026
Migrate RestTemplate to RestClient in Spring Boot 3.2+. Use when replacing deprecated RestTemplate with modern fluent API, updating HTTP client code, or configuring RestClient beans. Covers GET/POST/DELETE migrations, error handling, and ParameterizedTypeReference usage.
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026
SkillsBench task PR review — classifies the task track (standard / research / multimodal), runs static policy checks against the track-specific rubric, benchmarks the task across oracle plus Claude and Codex (with and without skills), audits trajectories for cheating and skill invocation, and produces a `pr-N-task-timestamp-run.txt` review report alongside a `prN.zip` bundle of trajectories. Use when reviewing a SkillsBench task PR (by number, branch, or local task path), when the user asks to review a task, run benchmarks on a PR, audit a submission, classify a task as research or multimodal track, or prepare a comment to post on a SkillsBench PR.
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026
Detect pauses and silence in audio using local dynamic thresholds. Use when you need to find natural pauses in lectures, board-writing silences, or breaks between sections. Uses local context comparison to avoid false positives from volume variation.
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026
Core building blocks of Suricata signatures and multi-condition DPI logic
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benchflow-ai/skillsbench☆ 1.9KUpdated Oct 13, 2026