Turn bookmarks into markdown for your agents
Turn X bookmarks, Chrome tabs + YouTube URLs into markdown for agents 🦞 ↗
home / skills / benchflow-ai / skillsbench
benchflow-ai/skillsbench
SkillsBench evaluates how well skills work and how effective agents are at using them
429 skills
GitHubSponsored
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.
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.
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.
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.
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.
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.
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.
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.
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.
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
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.
civ6lib
benchflow-ai/skillsbench
389
This skill helps you validate Civ6 district placements and compute adjacency bonuses to optimize city planning.
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.
elevenlabs-tts
benchflow-ai/skillsbench
389
This skill generates high-quality speech audio from text using ElevenLabs API, enabling realistic voice synthesis for applications.
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
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.
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.
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.
suricata-offline-evejson
benchflow-ai/skillsbench
389
This skill runs Suricata on offline PCAPs and validates results with eve.json to verify detections efficiently.
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-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.
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.
sympy
benchflow-ai/skillsbench
389
This skill enables exact symbolic computation with SymPy, solving equations, performing calculus, manipulating expressions, and generating executable code.
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.
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.
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.
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.
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.
excitation-signal-design
benchflow-ai/skillsbench
389
This skill designs effective excitation step tests for accurate system identification and parameter estimation in control systems.
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.
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.
ffmpeg-media-info
benchflow-ai/skillsbench
389
This skill analyzes media file properties such as duration, resolution, bitrate, codecs, and streams using FFprobe/FFmpeg.
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.
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.
discover-important-function
benchflow-ai/skillsbench
389
This skill identifies and ranks important functions across a codebase to guide targeted fuzzing and future action.
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.
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
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-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.
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
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.
search-restaurants
benchflow-ai/skillsbench
389
This skill retrieves restaurants by city from a bundled dataset to assist dining recommendations and option validation.
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.
sqlite-map-parser
benchflow-ai/skillsbench
389
This skill parses SQLite databases into structured JSON by exploring schemas, identifying relations, and transforming data into consumable maps.
light-curve-preprocessing
benchflow-ai/skillsbench
389
This skill preprocesses astronomical light curves by removing outliers, detrending, and quality-filtering to prepare data for robust period analysis.
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
jax-skills
benchflow-ai/skillsbench
389
This skill enables high-performance ML workflows with JAX by loading, transforming, and saving arrays and performing map, reduce, and gradient operations.
browser-testing
benchflow-ai/skillsbench
389
This skill helps you verify changes by measuring CLS, detecting flicker, and validating visual stability with ready-to-run scripts.
react-best-practices
benchflow-ai/skillsbench
389
This skill helps you apply Vercel React best practices to React and Next.js code to reduce CLS, hydration issues, and improve performance.
senior-data-engineer
benchflow-ai/skillsbench
389
This skill helps you design and optimize scalable data pipelines and governance using batch and streaming patterns for reliable, cost-efficient data platforms.
glm-output
benchflow-ai/skillsbench
389
This skill reads and processes GLM NetCDF output to extract temperatures by depth, convert coordinates, and evaluate RMSE against observations.
spring-boot-migration
benchflow-ai/skillsbench
389
This skill guides migrating Spring Boot 2.x to 3.x, updating Java versions, removing JAXB, and applying automated OpenRewrite migrations.
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
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.
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.
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.
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.
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
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.
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.
gpt-multimodal
benchflow-ai/skillsbench
389
This skill analyzes images and sequences with vision-capable GPT models to extract text, detect objects, and compare frames for temporal insights.
finite-horizon-lqr
benchflow-ai/skillsbench
389
This skill enables finite-horizon LQR-based MPC control by computing backward Riccati gains and applying the first optimal input.
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.
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.
seisbench-model-api
benchflow-ai/skillsbench
389
This skill helps you apply SeisBench's WaveformModel interface to annotate and classify seismic streams using pretrained models.
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.
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.
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.
pdf
benchflow-ai/skillsbench
389
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
qutip
benchflow-ai/skillsbench
389
This skill helps you simulate and analyze quantum systems with QuTiP, enabling efficient time evolution, open dynamics, and visualization.
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.
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
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.
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
fuzzing-python
benchflow-ai/skillsbench
389
This skill helps you create and integrate Python fuzzing targets using Atheris and LibFuzzer for Python libraries.
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
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.
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.
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.
senior-security
benchflow-ai/skillsbench
389
This skill helps secure applications through threat modeling, security auditing, and automated pentesting, delivering actionable guidance and fixes.
file-organizer
benchflow-ai/skillsbench
389
Intelligently organizes your files and folders across your computer by understanding context, finding duplicates, suggesting better structures, and automating cleanup tasks. Reduces cognitive load and keeps your digital workspace tidy without manual effort.
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.
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
artifact-evaluation
benchflow-ai/skillsbench
389
This skill evaluates artifacts running in a Docker container via artifact-runner, accessing HTTP endpoints, executing commands, reading files, and generating
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
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.
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.
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.