GitHub

hibernate-upgrade

Spring Boot 3 uses Hibernate 6, which includes significant changes from Hibernate 5. This skill covers the key migration...

by benchflow-ai

github

sqlite-map-parser

Parse SQLite databases by exploring schemas first, then extracting data into structured JSON. Always start by understand...

by benchflow-ai

github

power-flow-data

Network data follows the MATPOWER format, a standard for power system test cases. The data comes from the PGLib-OPF benc...

by benchflow-ai

github

excitation-signal-design

When identifying the dynamics of an unknown system, you must excite the system with a known input and observe its respon...

by benchflow-ai

github

pcap-triage-tshark

This skill shows a fast workflow to inspect PCAPs and extract protocol-level details. List HTTP traffic: tshark -r file....

by benchflow-ai

github

pptx

A user may ask you to create, edit, or analyze the contents of a .pptx file. A .pptx file is essentially a ZIP archive c...

by benchflow-ai

github

conditioning

Data conditioning is essential before matched filtering. Raw gravitational wave detector data contains low-frequency noi...

by benchflow-ai

github

sampling-and-indexing

You need to decide a sampling stride/FPS and ensure all downstream outputs (interval instructions, per-frame artifacts, ...

by benchflow-ai

github

glm-calibration

GLM calibration involves adjusting physical parameters to minimize the difference between simulated and observed water t...

by benchflow-ai

github

suricata-offline-evejson

This skill covers running Suricata against PCAPs offline and validating results via eve.json. Typical offline invocation...

by benchflow-ai

github

find-bugs

Review changes on this branch for bugs, security vulnerabilities, and code quality issues. Get the FULL diff: git diff m...

by benchflow-ai

github

mpc-horizon-tuning

Horizon N affects performance and computation: Too short (N < 5): Poor disturbance rejection Too long (N > 20): Excessiv...

by benchflow-ai

github

discover-important-function

This skill helps an agent quickly narrow a Python repository down to a small set of high-value fuzz targets. It produces...

by benchflow-ai

github

python-scala-oop

class Person: def init(self, name: str, age: int): self.name = name self.age = age def greet(self) -> str: return f"Hell...

by benchflow-ai

github

senior-security

Complete toolkit for senior security with modern tools and best practices. This skill provides three core capabilities t...

by benchflow-ai

github

scipy-curve-fit

scipy.optimize.curvefit is a tool for fitting models to experimental data using nonlinear least squares optimization. fr...

by benchflow-ai

github

reflow_machine_maintenance_guidance

This skill should be considered when you need to answer reflow equipment maintenance questions based on thermocouple dat...

by benchflow-ai

github

pubchem-database

PubChem is the world's largest freely available chemical database with 110M+ compounds and 270M+ bioactivities. Query ch...

by benchflow-ai

github

speech-to-text

Transcribe video to text with timestamps. python3 scripts/transcribe.py /root/tutorialvideo.mp4 -o transcript.txt --mode...

by benchflow-ai

github

egomotion-estimation

You need to classify camera motion (Stay/Dolly/Pan/Tilt/Roll) from video, allowing multiple labels on the same frame. 1)...

by benchflow-ai

github

syzlang-ioctl-basics

Syzkaller's description language (syzlang) describes syscalls for fuzzing. Description files are located at /opt/syzkall...

by benchflow-ai

github

contribution-analysis

Contribution analysis quantifies how much each factor contributes to explaining the variance of a response variable. Thi...

by benchflow-ai

github

output-validation

After generating your outputs (interval instructions, masks, etc.), before submission/hand-off. Key format: every key is...

by benchflow-ai

github

rdkit

RDKit is a comprehensive cheminformatics library providing Python APIs for molecular analysis and manipulation. This ski...

by benchflow-ai

github