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benchflow-ai skills

Find 429 skills from 1 repo created by benchflow-ai on GitHub.

1 repo

429 skills

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analyze-ci

benchflow-ai/skillsbench

389

This skill analyzes failed GitHub Action jobs in a PR to produce a concise root-cause summary and actionable log snippets.

usgs-data-download

benchflow-ai/skillsbench

389

This skill downloads USGS water level and discharge data using the dataretrieval nwis module to streamline real-time and historical analyses.

civ6lib

benchflow-ai/skillsbench

389

This skill helps you validate Civ6 district placements and compute adjacency bonuses to optimize city planning.

whisper-transcription

benchflow-ai/skillsbench

389

This skill transcribes audio to text with word-level timestamps using OpenAI Whisper, enabling precise timing insights for transcripts, subtitles, and

economic-dispatch

benchflow-ai/skillsbench

389

This skill helps minimize generation costs by solving economic dispatch problems and computing optimal generator setpoints for power systems.

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erlang-distribution

benchflow-ai/skillsbench

389

This skill helps you design and reason about distributed Erlang systems across nodes, enabling fault-tolerant messaging, global names, and cross-node

maven-plugin-configuration

benchflow-ai/skillsbench

389

This skill helps you configure Maven plugins, optimize builds, and ensure consistent plugin behavior across compiler, test, and packaging stages.

pubchem-database

benchflow-ai/skillsbench

389

Query PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties, similarity/substructure searches, bioactivity, for cheminformatics.

conditioning

benchflow-ai/skillsbench

389

This skill pre-processes gravitational wave data by high-pass filtering, resampling, crop-wrapping, and PSD estimation to prepare for matched filtering.

time_series_anomaly_detection

benchflow-ai/skillsbench

389

This skill detects time series anomalies using Prophet to quantify deviations and highlight impactful surges or slumps for tracking metrics.

dialogue_graph

benchflow-ai/skillsbench

389

This skill helps you build, validate, visualize, and export dialogue graphs for scripts, editors, or game logic with easy-to-use Python tools.

glm-calibration

benchflow-ai/skillsbench

389

This skill helps calibrate GLM parameters to minimize RMSE between simulated and observed water temperatures for reliable temperature predictions.

timeseries-detrending

benchflow-ai/skillsbench

389

This skill helps analysts detrend macroeconomic time series using HP filter and log transformations to isolate trend and cyclical components.

senior-java

benchflow-ai/skillsbench

389

This skill delivers production-ready Spring Boot and Java expertise for enterprise apps, scaffolding, security, performance, and cloud-native microservices.

imc-tuning-rules

benchflow-ai/skillsbench

389

This skill calculates IMC tuning gains for PI controllers on first-order systems, giving Kp, Ki, and lambda to achieve stable, fast responses.

erlang-concurrency

benchflow-ai/skillsbench

389

This skill helps you design massively concurrent systems in Erlang by leveraging lightweight processes, message passing, and supervision patterns for

docx

benchflow-ai/skillsbench

389

Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks

setup-env

benchflow-ai/skillsbench

389

This skill sets up Python project environments using uv, installing dependencies and running scripts for pyproject.toml or requirements.txt projects.

seismic-picker-selection

benchflow-ai/skillsbench

389

This skill helps you choose seismic event detection and phase picking methods by balancing generalizability, sensitivity, and speed for reliable catalogs.

obspy-data-api

benchflow-ai/skillsbench

389

This skill explains how to access and manipulate ObsPy waveform, event, and inventory data via the core Data API for seismology workflows.

pca-decomposition

benchflow-ai/skillsbench

389

This skill helps you perform PCA with varimax rotation to reduce dimensionality and reveal underlying factors for better data interpretation.

python-scala-syntax-mapping

benchflow-ai/skillsbench

389

This skill translates Python syntax constructs to their Scala equivalents, helping you port code accurately with idiomatic mappings.

azure-bgp

benchflow-ai/skillsbench

389

This skill analyzes Azure BGP oscillation and route leaks, proposes policy-level mitigations, and rejects prohibited fixes to maintain cloud-scale routing

pcap-analysis

benchflow-ai/skillsbench

389

This skill helps you analyze PCAP files and compute network statistics using Python helper utilities for reliable edge case handling.

ac-branch-pi-model

benchflow-ai/skillsbench

389

This skill computes AC branch pi-model power flows with transformer handling to expose P/Q and S in both directions for debugging and limits.

map-optimization-strategy

benchflow-ai/skillsbench

389

This skill optimizes spatial placement problems by pruning search space, scoring high-value tiles, and anchor-based greedy search to maximize objectives while

d3-visualization

benchflow-ai/skillsbench

389

This skill turns structured data into deterministic D3.js visualizations, producing standalone HTML/SVG outputs suitable for offline reports.

meteorology-driver-classification

benchflow-ai/skillsbench

389

This skill classifies environmental variables into driver categories for attribution analysis to simplify impact assessment.

academic-pdf-redaction

benchflow-ai/skillsbench

389

This skill redacts identifying information from academic PDFs for blind review while preserving references and ensuring data integrity.

custom-distance-metrics

benchflow-ai/skillsbench

389

This skill helps you define and apply custom distance metrics for clustering and ML tasks, enabling tailored similarity measures in sklearn and scipy.

ffmpeg-audio-processing

benchflow-ai/skillsbench

389

This skill helps you extract, normalize, mix, and filter audio with FFmpeg to enhance and tailor audio tracks.

ffmpeg-video-editing

benchflow-ai/skillsbench

389

This skill helps you edit videos with ffmpeg, cutting, trimming, and recombining clips efficiently for various formats.

text-to-speech

benchflow-ai/skillsbench

389

This skill guides TTS audio mastering from cleanup to delivery specs, ensuring loudness consistency, proper timing, and export readiness.

rdkit

benchflow-ai/skillsbench

389

This skill enables advanced RDKit-based cheminformatics workflows for reading, writing, and analyzing molecules, calculating descriptors, fingerprints, and

trend-analysis

benchflow-ai/skillsbench

389

This skill helps you detect long-term trends in time series using linear regression and Sen's slope, guiding data-driven decisions.

video-frame-extraction

benchflow-ai/skillsbench

389

This skill extracts video frames using OpenCV and saves them as images to help dataset creation and preprocessing.

lean4-theorem-proving

benchflow-ai/skillsbench

389

This skill guides Lean 4 users through building proofs incrementally, repairing errors, and leveraging mathlib efficiently for robust, axiom-free development.

manufacturing-failure-reason-codebook-normalization

benchflow-ai/skillsbench

389

This skill normalizes testing engineers' failure reasons to match product codebooks, correcting typos, abbreviations, and mixed language text for accurate code

lab-unit-harmonization

benchflow-ai/skillsbench

389

This skill harmonizes lab values across sources by converting units, standardizing formats, and cleaning data for reliable clinical analytics.

reflow_machine_maintenance_guidance

benchflow-ai/skillsbench

389

This skill guides reflow equipment maintenance by leveraging handbook concepts and data to compute ramp, TAL, and dwell metrics.

flood-detection

benchflow-ai/skillsbench

389

This skill detects flood events by comparing water levels to thresholds, aggregates daily maxima, and reports flood days and severity for actionable insights.

temporal-python-testing

benchflow-ai/skillsbench

389

Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal workflow tests or debugging test failures.

lean4-memories

benchflow-ai/skillsbench

389

This skill helps Lean 4 projects remember proven proof patterns and avoid dead ends by syncing memory across sessions.

excitation-signal-design

benchflow-ai/skillsbench

389

This skill designs effective excitation step tests for accurate system identification and parameter estimation in control systems.

image_editing

benchflow-ai/skillsbench

389

This skill helps you automate image editing tasks such as resize, blur, crop, and format conversion using command-line ImageMagick tools.

elevenlabs-tts

benchflow-ai/skillsbench

389

This skill generates high-quality speech audio from text using ElevenLabs API, enabling realistic voice synthesis for applications.

ssh-penetration-testing

benchflow-ai/skillsbench

389

This skill helps you assess SSH security by enumerating configurations, auditing settings, and validating credential defenses through practical testing

csv-processing

benchflow-ai/skillsbench

389

This skill helps you read, clean, and write CSV data with pandas, handle missing values, and perform time-series processing for simulations.

pymatgen

benchflow-ai/skillsbench

389

Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format conversion, for computational materials science.

gemini-video-understanding

benchflow-ai/skillsbench

389

This skill enables analyzing videos with Gemini API to extract summaries, transcripts with timestamps, scene detection, clipping, FPS control, and YouTube

openai-tts

benchflow-ai/skillsbench

389

This skill enables generating natural-sounding speech from text using OpenAI's TTS API with configurable voices and tone instructions.

python-scala-libraries

benchflow-ai/skillsbench

389

This skill helps you map Python library usage to Scala equivalents, accelerating porting of common modules like JSON, datetime, and I/O patterns.

python-scala-oop

benchflow-ai/skillsbench

389

This skill guides translating Python OOP patterns to Scala, covering classes, inheritance, properties, and design patterns to speed accurate porting.

qutip

benchflow-ai/skillsbench

389

This skill helps you simulate and analyze quantum systems with QuTiP, enabling efficient time evolution, open dynamics, and visualization.

mpc-horizon-tuning

benchflow-ai/skillsbench

389

This skill helps you tune MPC horizons and cost matrices for tension control, balancing tracking performance and actuator effort.

fuzzy-name-search

benchflow-ai/skillsbench

389

This skill enables fuzzy-name search for funds or stocks using built-in Levenshtein algorithms to return top-matching results.

obspy-datacenter-client

benchflow-ai/skillsbench

389

This skill helps you access and download seismic data from multiple data centers using ObsPy FDSN client APIs for efficient research.

discover-important-function

benchflow-ai/skillsbench

389

This skill identifies and ranks important functions across a codebase to guide targeted fuzzing and future action.

fuzzing-python

benchflow-ai/skillsbench

389

This skill helps you create and integrate Python fuzzing targets using Atheris and LibFuzzer for Python libraries.

nlp-research-repo-package-installment

benchflow-ai/skillsbench

389

This skill ensures NLP research repos align Python versions and dependencies before installation to maximize reproducibility.

cvss-score-extraction

benchflow-ai/skillsbench

389

This skill extracts CVSS v3 scores from vulnerability data using a defined priority: NVD, GHSA, RedHat, with robust fallback.

vulnerability-csv-reporting

benchflow-ai/skillsbench

389

This skill generates structured CSV security audit reports from vulnerability data, applying severity filtering and field mapping for clear, actionable outputs.

automatic-speech-recognition

benchflow-ai/skillsbench

389

This skill transcribes diarized audio with Whisper models, aligning timestamps and producing speaker-labeled transcripts for subtitles and searchable text.

pcap-triage-tshark

benchflow-ai/skillsbench

389

This skill enables fast PCAP triage with tshark to quickly extract protocol details, filter HTTP traffic, view streams, and export payloads for forensic

suricata-offline-evejson

benchflow-ai/skillsbench

389

This skill runs Suricata on offline PCAPs and validates results with eve.json to verify detections efficiently.

suricata-rules-basics

benchflow-ai/skillsbench

389

This skill helps you craft precise Suricata signatures by combining HTTP sticky buffers, method, path, headers, and body patterns for exfil detection.

syz-extract-constants

benchflow-ai/skillsbench

389

This skill helps you generate and verify kernel constant values for syzlang descriptions using manual .const files, ensuring correct arches and ioctl

syzlang-ioctl-basics

benchflow-ai/skillsbench

389

This skill helps you describe and validate ioctl syscalls using syzlang syntax, making fuzzing descriptions consistent and ready for testing.

hierarchical-taxonomy-clustering

benchflow-ai/skillsbench

389

This skill generates a unified multi-level taxonomy from hierarchical product paths by embedding, clustering, and intelligent naming for consistent

obj-exporter

benchflow-ai/skillsbench

389

This skill exports Three.js scenes and geometries to Wavefront OBJ format, enabling seamless transfer to Blender, Maya, or MeshLab.

search-accommodations

benchflow-ai/skillsbench

389

This skill locates accommodations for a specified city from the bundled dataset to help plan stays and filter lodging options.

search-cities

benchflow-ai/skillsbench

389

This skill lists cities for a given state using bundled data, helping validate inputs and expand destination options for travel planning.

search-driving-distance

benchflow-ai/skillsbench

389

This skill estimates driving distance, duration, and rough cost between two cities using a distance matrix to compare travel options.

search-restaurants

benchflow-ai/skillsbench

389

This skill retrieves restaurants by city from a bundled dataset to assist dining recommendations and option validation.

data_cleaning

benchflow-ai/skillsbench

389

This skill helps you clean messy tabular data by deduplicating, imputing missing values, processing text, and handling outliers to ready datasets for analysis.

feature_engineering

benchflow-ai/skillsbench

389

This skill helps you engineer dataset features for machine learning by encoding categoricals, scaling numerics, generating interactions, and selecting relevant

filler-word-processing

benchflow-ai/skillsbench

389

This skill analyzes filler word annotations to generate precise video edit segments for removing disfluencies and improving narration flow.

speech-to-text

benchflow-ai/skillsbench

389

This skill transcribes video to timestamped text using a pre-installed Whisper tiny model, enabling quick transcription without setup.

reflow-profile-compliance-toolkit

benchflow-ai/skillsbench

389

This skill extracts handbook-defined reflow limits and computes deterministic thermocouple metrics for compliant ramp, TAL, peak, and feasibility evaluation.

uv-package-manager

benchflow-ai/skillsbench

389

Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv.

sympy

benchflow-ai/skillsbench

389

This skill enables exact symbolic computation with SymPy, solving equations, performing calculus, manipulating expressions, and generating executable code.

pptx

benchflow-ai/skillsbench

389

This skill helps you create, edit, and analyze PowerPoint presentations by working with .pptx files, including content, layouts, notes, and comments.

planning-with-files

benchflow-ai/skillsbench

389

This skill enables persistent, on-disk planning for complex tasks by creating and updating task_plan.md, findings.md, and progress.md in your project.

web-interface-guidelines

benchflow-ai/skillsbench

389

This skill reviews UI components against Vercel's web interface guidelines to improve accessibility, performance, and visual stability.

object_counter

benchflow-ai/skillsbench

389

This skill counts object occurrences in images using high threshold and non-maximum suppression for accurate results.

box-least-squares

benchflow-ai/skillsbench

389

This skill helps you detect exoplanet transits in light curves using Box Least Squares for fast, robust period searches and validation.

mhc-algorithm

benchflow-ai/skillsbench

389

This skill helps stabilize deep network training by applying manifold-constrained hyper-connections with doubly stochastic mixing and Sinkhorn projection.

vehicle-dynamics

benchflow-ai/skillsbench

389

This skill helps simulate vehicle motion, compute safe following distances, and manage cruise-control states using basic kinematic models.

modal-gpu

benchflow-ai/skillsbench

389

This skill enables running Python ML training on cloud GPUs via Modal, handling GPU selection, data download, and remote result management.

matched-filtering

benchflow-ai/skillsbench

389

This skill enables efficient gravitational-wave detection using matched filtering with templates in time and frequency domains, improving signal identification

ffmpeg-format-conversion

benchflow-ai/skillsbench

389

This skill helps convert media formats and codecs with FFmpeg, enabling fast container changes, quality control, and efficient transcoding.

citation-management

benchflow-ai/skillsbench

389

This skill helps researchers manage citations by searching scholarly databases, extracting metadata, validating entries, and generating clean BibTeX for

ffmpeg-media-info

benchflow-ai/skillsbench

389

This skill analyzes media file properties such as duration, resolution, bitrate, codecs, and streams using FFprobe/FFmpeg.

memory-optimization

benchflow-ai/skillsbench

389

This skill helps you reduce memory usage in Python by profiling, selecting strategies, and transforming code for efficiency without changing behavior.

hex-grid-spatial

benchflow-ai/skillsbench

389

This skill provides hex grid spatial utilities for offset coordinates, enabling fast neighbor lookup, distance calculation, and range queries on hex maps.

contribution-analysis

benchflow-ai/skillsbench

389

This skill quantifies each factor's contribution to outcome variance using R² decomposition, enabling clear prioritization of drivers.

python-parallelization

benchflow-ai/skillsbench

389

This skill transforms sequential Python code into parallel and concurrent implementations to boost performance across CPU-bound, I/O-bound, and data-parallel

mesh-analysis

benchflow-ai/skillsbench

389

This skill analyzes 3D STL meshes to compute volumes, extract attributes, and isolate the largest component for cleaner noisy scans.

gemini-count-in-video

benchflow-ai/skillsbench

389

This skill analyzes surveillance videos with Gemini API to count pedestrians, cyclists, and vehicles, delivering structured counts for batch processing.

safety-interlocks

benchflow-ai/skillsbench

389

This skill helps you implement and verify safety interlocks in control systems to prevent damage and ensure safe operation.

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