fuzzing-python

Fuzz testing for Python projects are Atheris. Atheris is a coverage-guided Python fuzzing engine. It supports fuzzing of...

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senior-data-scientist

World-class senior data scientist skill for production-grade AI/ML/Data systems. python scripts/experimentdesigner.py --...

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ffmpeg-audio-processing

Extract, normalize, mix, and process audio tracks from video files. Extract audio from video Normalize audio levels Mix ...

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threat-detection

This skill provides exact detection thresholds for identifying malicious network patterns. Use these specific thresholds...

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report-generator

Generates compression reports for video processing tasks. Calculates durations, compression ratios, and produces a struc...

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glm-basics

GLM (General Lake Model) is a 1D hydrodynamic model that simulates vertical temperature and mixing dynamics in lakes. It...

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spring-security-6

Spring Security 6 (included in Spring Boot 3) removes the deprecated WebSecurityConfigurerAdapter and introduces a compo...

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casadi-ipopt-nlp

CasADi is a symbolic framework for nonlinear optimization. IPOPT is an interior-point solver for large-scale NLP. apt-ge...

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gemini-video-understanding

This skill enables video understanding workflows using the Google Gemini API, including video summarization, question an...

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13f-analyzer

python3 scripts/onefundanalysis.py \ --accessionnumber ... \ --quarter 2025-q2 \ This script will print out several basi...

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gpt-multimodal

This skill enables image analysis, scene understanding, text extraction, and multi-frame comparison using OpenAI's visio...

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gh-cli

Work seamlessly with GitHub from the command line. gh <command> <subcommand> [flags] issue: Manage issues pr: ...

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ffmpeg-media-info

Extract and analyze media file metadata using ffprobe and ffmpeg. Get video/audio file properties Check codec informatio...

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setup-env

Create a virtual environment Install dependencies Run Python scripts/commands Assume uv is already available on PATH. --...

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jackson-security

Jackson transforms JSON text into Java objects during a single readValue() call. This transformation is not a simple dat...

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nws-flood-thresholds

The National Weather Service (NWS) maintains flood stage thresholds for thousands of stream gages across the United Stat...

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safety-interlocks

Safety interlocks are protective mechanisms that prevent equipment damage and ensure safe operation. In control systems,...

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csv-processing

import pandas as pd df = pd.readcsv('data.csv') print(df.head()) print(df.columns.tolist()) print(len(df)) df = pd.readc...

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docx

The #1 issue with Word templates: Word often splits placeholder text across multiple XML runs. For example, {{CANDIDATEN...

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usgs-data-download

This guide covers downloading water level data from USGS using the dataretrieval Python package. USGS maintains thousand...

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lean4-theorem-proving

Build incrementally, structure before solving, trust the type checker. Lean's type checker is your test suite. Success =...

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web-interface-guidelines

Review UI code for compliance with Vercel's web interface standards. | Issue | Rule | |-------|------| | Images without ...

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erlang-concurrency

Erlang's concurrency model based on lightweight processes and message passing enables building massively scalable system...

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ac-branch-pi-model

Implement the exact branch power flow equations in acopf-math-model.md using MATPOWER branch data: [FBUS, TBUS, BRR, BRX...

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