home / skills / benchflow-ai / skillsbench

benchflow-ai/skillsbench

SkillsBench evaluates how well skills work and how effective agents are at using them

429 skills

GitHub

Advertise on playbooks

Put your product in front of developers browsing MCP servers and agent skills. ↗

marker

benchflow-ai/skillsbench

389

This skill converts PDFs to Markdown while preserving LaTeX equations and document structure using marker_single.

gtts

benchflow-ai/skillsbench

389

This skill converts text to speech using gTTS, handling long texts by chunking and concatenating audio for audiobooks and podcasts.

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.

openai-vision

benchflow-ai/skillsbench

389

This skill analyzes images and sequences, extracts text, and identifies changes across frames to provide detailed visual insights.

13f-analyzer

benchflow-ai/skillsbench

389

This skill analyzes SEC 13-F data to reveal fund holdings, AUM, and quarterly changes, helping you track investment activity efficiently.

Advertise on playbooks

Reach thousands of developers actively evaluating dev tools, MCP servers, and agent skills. Floating banners, pinned cards, and in-feed placements.

learn more

nanogpt-training

benchflow-ai/skillsbench

389

This skill helps you train GPT-2 scale models efficiently on a single GPU using Muon optimizer, mixed precision, and tokenized data loading.

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.

elevenlabs-tts

benchflow-ai/skillsbench

389

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

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.

image-ocr

benchflow-ai/skillsbench

389

This skill extracts text from images using Tesseract OCR via Python, delivering accurate, structured text data for documents, receipts, and forms.

python-scala-idioms

benchflow-ai/skillsbench

389

This skill guides translating Python to idiomatic Scala, emphasizing immutability, pattern matching, and safe types for clean, reliable code.

integral-action-design

benchflow-ai/skillsbench

389

This skill adds integral action to MPC for offset-free tension tracking, improving steady-state accuracy and robustness in control systems.

speaker-clustering

benchflow-ai/skillsbench

389

This skill clusters speaker embeddings by choosing hierarchical, kmeans, or agglomerative methods with normalization to identify distinct speakers.

senior-data-scientist

benchflow-ai/skillsbench

389

This skill provides production-grade data science capabilities for experimentation, modeling, deployment, and decision-making with scalable, explainable

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.

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.

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

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.

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.

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

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.

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.

ffmpeg-video-filters

benchflow-ai/skillsbench

389

This skill helps you apply FFmpeg video filters for scaling, cropping, overlays, speed changes, and visual effects to enhance media.

powerlifting

benchflow-ai/skillsbench

389

This skill computes powerlifting scores across weight classes using DOTS, Wilks, and GL coefficients to compare lifters fairly.

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.

ffmpeg-video-editing

benchflow-ai/skillsbench

389

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

qutip

benchflow-ai/skillsbench

389

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

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.

restclient-migration

benchflow-ai/skillsbench

389

This skill helps migrate RestTemplate to RestClient in Spring Boot 3.2+, enabling fluent HTTP calls, type-safe responses, and simplified error handling.

xlsx

benchflow-ai/skillsbench

389

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas

rdkit

benchflow-ai/skillsbench

389

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

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

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.

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.

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.

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.

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.

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.

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

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.

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.

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.

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.

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.

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

parallel-processing

benchflow-ai/skillsbench

389

This skill helps accelerate computational tasks by parallelizing work across cores using joblib for grid search and batch processing.

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.

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.

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.

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.

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.

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.

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.

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.

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.

spring-security-6

benchflow-ai/skillsbench

389

This skill guides migrating Spring Security 5 to 6 by converting configurations to SecurityFilterChain, enabling method security, and adopting lambda DSL for

discover-important-function

benchflow-ai/skillsbench

389

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

object_counter

benchflow-ai/skillsbench

389

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

fuzzing-python

benchflow-ai/skillsbench

389

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

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.

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.

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.

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.

civ6lib

benchflow-ai/skillsbench

389

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

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.

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.

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.

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.

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

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.

suricata-offline-evejson

benchflow-ai/skillsbench

389

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

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.

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.

ffmpeg-media-info

benchflow-ai/skillsbench

389

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

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

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.

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.

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.

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

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.

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.

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

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.

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.

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.

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.

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.

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

search-restaurants

benchflow-ai/skillsbench

389

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

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

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.

ffmpeg

benchflow-ai/skillsbench

389

This skill extracts I-frames from video files using FFmpeg for thumbnails, previews, or analysis, delivering fast, reliable keyframe extraction.

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

badge-evaluation

benchflow-ai/skillsbench

389

This skill evaluates research artifacts against NDSS badge criteria (Available, Functional, Reproduced) by checking DOI, documentation, and exercisability.

benchflow-ai/skillsbench

Sponsored