Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
-
academic-pdf-redaction
Redact text from PDF documents for blind review anonymization
benchflow-ai/skillsbench 897
-
pdf
ALWAYS use this skill instead of the Read tool for PDF files. The Read tool cannot extract PDF tables properly. Use this skill when: (1) Reading ANY PDF file, (2) Extracting tables from PDFs, (3) Converting PDF tables to pandas DataFrames, (4) Processing multi-page PDFs
benchflow-ai/skillsbench 897
-
xlsx
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and pivot tables. When Claude needs to work with spreadsheets (.xlsx files) for: (1) Creating new spreadsheets with data and formatting, (2) Reading or analyzing Excel data with pandas, (3) Creating pivot tables programmatically with openpyxl, (4) Building multi-sheet workbooks with source data and pivot table sheets, or (5) Any Excel file operations
benchflow-ai/skillsbench 897
-
pddl-skills
Automated Planning utilities for loading PDDL domains and problems, generating plans using classical planners, validating plans, and saving plan outputs. Supports standard PDDL parsing, plan synthesis, and correctness verification.
benchflow-ai/skillsbench 897
-
obj-exporter
Three.js OBJExporter utility for exporting 3D geometry to Wavefront OBJ format. Use when converting Three.js scenes, meshes, or geometries to OBJ files for use in other 3D software like Blender, Maya, or MeshLab.
benchflow-ai/skillsbench 897
-
threejs
benchflow-ai/skillsbench 897
-
power-flow-data
Power system network data formats and topology. Use when parsing bus, generator, and branch data for power flow analysis.
benchflow-ai/skillsbench 897
-
ac-branch-pi-model
AC branch pi-model power flow equations (P/Q and |S|) with transformer tap ratio and phase shift, matching `acopf-math-model.md` and MATPOWER branch fields. Use when computing branch flows in either direction, aggregating bus injections for nodal balance, checking MVA (rateA) limits, computing branch loading %, or debugging sign/units issues in AC power flow.
benchflow-ai/skillsbench 897
-
casadi-ipopt-nlp
Nonlinear optimization with CasADi and IPOPT solver. Use when building and solving NLP problems: defining symbolic variables, adding nonlinear constraints, setting solver options, handling multiple initializations, and extracting solutions. Covers power systems optimization patterns including per-unit scaling and complex number formulations.
benchflow-ai/skillsbench 897
-
fuzzy-name-search
This skill includes search capability in 13F, such as fuzzy search a fund information using possibly inaccurate name, or fuzzy search a stock cusip info using its name.
benchflow-ai/skillsbench 897
-
13f-analyzer
Perform various data analysis on SEC 13-F and obtain some insights of fund activities such as number of holdings, AUM, and change of holdings between two quarters.
benchflow-ai/skillsbench 897
-
lab-unit-harmonization
Comprehensive clinical laboratory data harmonization for multi-source healthcare analytics. Convert between US conventional and SI units, standardize numeric formats, and clean data quality issues. This skill should be used when you need to harmonize lab values from different sources, convert units for clinical analysis, fix formatting inconsistencies (scientific notation, decimal separators, whitespace), or prepare lab panels for research.
benchflow-ai/skillsbench 897
-
enterprise-artifact-search
Multi-hop evidence search + structured extraction over enterprise artifact datasets (docs/chats/meetings/PRs/URLs). Strong disambiguation to prevent cross-product leakage; returns JSON-ready entities plus evidence pointers.
benchflow-ai/skillsbench 897
-
mhc-algorithm
Implement mHC (Manifold-Constrained Hyper-Connections) for stabilizing deep network training. Use when implementing residual connection improvements with doubly stochastic matrices via Sinkhorn-Knopp algorithm. Based on DeepSeek's 2025 paper (arXiv:2512.24880).
benchflow-ai/skillsbench 897
-
modal-gpu
Run Python code on cloud GPUs using Modal serverless platform. Use when you need A100/T4/A10G GPU access for training ML models. Covers Modal app setup, GPU selection, data downloading inside functions, and result handling.
benchflow-ai/skillsbench 897
-
nanogpt-training
Train GPT-2 scale models (~124M parameters) efficiently on a single GPU. Covers GPT-124M architecture, tokenized dataset loading (e.g., HuggingFace Hub shards), modern optimizers (Muon, AdamW), mixed precision training, and training loop implementation.
benchflow-ai/skillsbench 897
-
syzkaller-build-loop
Full build workflow for adding new syscall descriptions to syzkaller
benchflow-ai/skillsbench 897
-
syz-extract-constants
Defining and extracting kernel constants for syzkaller syzlang descriptions
benchflow-ai/skillsbench 897
-
syzlang-ioctl-basics
Syzkaller syzlang syntax basics for describing ioctl syscalls
benchflow-ai/skillsbench 897
-
glm-output
Read and process GLM output files. Use when you need to extract temperature data from NetCDF output, convert depth coordinates, or calculate RMSE against observations.
benchflow-ai/skillsbench 897
-
glm-calibration
Calibrate GLM parameters for water temperature simulation. Use when you need to adjust model parameters to minimize RMSE between simulated and observed temperatures.
benchflow-ai/skillsbench 897
-
glm-basics
Basic usage of the General Lake Model (GLM) for lake temperature simulation. Use when you need to run GLM, understand input files, or modify configuration parameters.
benchflow-ai/skillsbench 897
-
text-parser
Guide for parsing structured text input files.
benchflow-ai/skillsbench 897
-
pdf-editing
Complete guide for reading and editing PDF documents with PyMuPDF.
benchflow-ai/skillsbench 897