Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
-
scad-load
Loads OpenSCAD files with full dependency context by parsing use/include statements,
resolving library paths, and extracting API surface (modules, functions, parameters).
Use when working with OpenSCAD files, debugging rendering issues, understanding module
dependencies, or before refactoring. Triggers on "load scad", "scad-load [file]",
"load openscad context", "show scad dependencies", or when investigating .scad files.
Works with .scad files, BOSL2, woodworkers-lib, NopSCADlib, and project-specific libraries.
majiayu000/claude-skill-registry 163
-
packmind-onboard
Read-only codebase analysis to identify non-linter architectural patterns and generate draft Packmind Standards and Commands.
majiayu000/claude-skill-registry 163
-
aeon
This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard ML approaches. Particularly suited for univariate and multivariate time series analysis with scikit-learn compatible APIs.
majiayu000/claude-skill-registry 163
-
knowledge-capture
Transform conversations and discussions into structured Notion documentation
majiayu000/claude-skill-registry 163
-
3d-graphics
3D web graphics with Three.js (WebGL/WebGPU). Capabilities: scenes, cameras, geometries, materials, lights, animations, model loading (GLTF/FBX), PBR materials, shadows, post-processing (bloom, SSAO, SSR), custom shaders, instancing, LOD, physics, VR/XR. Actions: create, build, animate, render 3D scenes/models. Keywords: Three.js, WebGL, WebGPU, 3D graphics, scene, camera, geometry, material, light, animation, GLTF, FBX, OrbitControls, PBR, shadow mapping, post-processing, bloom, SSAO, shader, instancing, LOD, WebXR, VR, AR, product configurator, data visualization, architectural walkthrough, interactive 3D, canvas. Use when: creating 3D visualizations, building WebGL/WebGPU apps, loading 3D models, adding animations, implementing VR/XR, creating interactive graphics, building product configurators.
majiayu000/claude-skill-registry 163
-
platform-migration-plan
Create a plan to migrate platforms or runtimes. Use when a senior developer needs a phased migration approach.
majiayu000/claude-skill-registry 163
-
jcl-migration-analyzer
Analyzes legacy JCL (Job Control Language) scripts to assist with migration to modern workflow orchestration and batch processing systems. Extracts job flows, step sequences, data dependencies, conditional logic, and program invocations. Generates migration reports and creates implementation strategies for Spring Batch, Apache Airflow, or shell scripts. Use when working with mainframe job migration, JCL analysis, batch workflow modernization, or when users mention JCL conversion, analyzing .jcl/.JCL files, working with job steps, procedures, or planning workflow orchestration from JCL jobs.
majiayu000/claude-skill-registry 163
-
similarity-mcu
Use when working with MCU/microcontroller similarity calculations - comparing microcontroller MPNs, understanding family/series/feature matching, or MCU-specific similarity logic.
majiayu000/claude-skill-registry 163
-
kirby-forms-and-frontend-actions
Implements frontend forms and actions in Kirby (contact forms, file uploads, email with attachments, creating pages from frontend). Use when handling user input or building submission flows.
majiayu000/claude-skill-registry 163
-
core-package
Pure function patterns, Zod schemas, database independence, calculation functions for @repo/core
majiayu000/claude-skill-registry 163
-
clarity
Establish clarity before starting work. Use when beginning any significant task, when input is vague or stream-of-consciousness, or when requirements seem unclear. Handles messy voice input efficiently. This is the first system in the 5-system framework.
majiayu000/claude-skill-registry 163
-
bio-de-edger-basics
Perform differential expression analysis using edgeR in R/Bioconductor. Use for analyzing RNA-seq count data with the quasi-likelihood F-test framework, creating DGEList objects, normalization, dispersion estimation, and statistical testing. Use when performing DE analysis with edgeR.
majiayu000/claude-skill-registry 163
-
SCIM Provisioning
Comprehensive guide to implementing SCIM 2.0 for automated user provisioning and deprovisioning in enterprise applications
majiayu000/claude-skill-registry 163
-
nexteria
Nexperia (filename uses "Nexteria" typo) MPN encoding patterns for discrete semiconductors, logic ICs, and ESD protection. Use when working with Nexperia components or NexteriaHandler.
majiayu000/claude-skill-registry 163
-
claude-do-not-stop
Enable continuous work mode. Use PROACTIVELY when user says "keep working", "don't stop", "finish everything", "complete all tasks". Automatically continues until work is complete. User can invoke with /claude-do-not-stop [reason].
majiayu000/claude-skill-registry 163
-
extract-from-pdfs
This skill should be used when extracting structured data from scientific PDFs for systematic reviews, meta-analyses, or database creation. Use when working with collections of research papers that need to be converted into analyzable datasets with validation metrics.
majiayu000/claude-skill-registry 163
-
script-aware-spaarke-dev-spaarke
Discover and use existing scripts from the script library before writing new code
majiayu000/claude-skill-registry 163
-
analyze-project
Use when starting work on an unfamiliar project or needing to understand a codebase - performs comprehensive analysis discovering architecture, patterns, dependencies, testing coverage, and improvement opportunities. Do NOT use on projects you already know well or for targeted questions about specific files - use direct exploration instead for focused queries.
majiayu000/claude-skill-registry 163
-
develop-spike-summary
majiayu000/claude-skill-registry 163
-
godot-organize-files
Use when Godot project has scattered files with no clear organization. Detects assets, scripts, scenes, and resources in root or inconsistent locations. Automatically creates organized directory structure following Godot best practices, moves files preserving references, and updates all dependencies.
majiayu000/claude-skill-registry 163
-
scaffolding-openai-agents
Builds AI agents using OpenAI Agents SDK with async/await patterns and multi-agent orchestration.
Use when creating tutoring agents, building agent handoffs, implementing tool-calling agents, or orchestrating multiple specialists.
Covers Agent class, Runner patterns, function tools, guardrails, and streaming responses.
NOT when using raw OpenAI API without SDK or other agent frameworks like LangChain.
majiayu000/claude-skill-registry 163
-
usgs_integrate_gauges
Complete USGS gauge data integration workflow from spatial discovery to
model validation. Handles gauge finding, data retrieval, matching to HEC-RAS
features, boundary condition generation, initial conditions, real-time
monitoring, and validation metrics (NSE, KGE). Use when working with USGS
data, NWIS gauges, generating boundaries from observed flow, calibrating
models, validating with observed data, or setting up operational forecasting.
majiayu000/claude-skill-registry 163
-
dex-rollback
Undo the last Dex update if something went wrong
majiayu000/claude-skill-registry 163
-
teamventure-architecture-migration
Use when refactoring TeamVenture domains/architecture; enforces migration order (Planning→Authorization→Identity→Infrastructure) and preferred steps (split classes before moving packages).
majiayu000/claude-skill-registry 163