Skill Directory

AI Skill Directory

Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.

personjakexiaoNo key required

progress-tracker

Track and report progress across autonomous coding sessions. Use when generating progress reports, calculating metrics, visualizing completion, or estimating time to completion.

download17deployed_codestar6
personjakexiaoNo key required

csv-analyzer

Comprehensive CSV data analysis and visualization tool. Use this skill when analyzing CSV files, generating data summaries, creating visualizations from data, detecting outliers, finding correlations,…

download17deployed_codestar9
personjakexiaoNo key required

ui-ux-pro-max

UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, creat…

download17deployed_codestar19
personjakexiaoNo key required

agent-team-orchestration

Orchestrate multi-agent teams with defined roles, task lifecycles, handoff protocols, and review workflows. Use when: (1) Setting up a team of 2+ agents with different specializations, (2) Defining ta…

download17deployed_codestar19
personjakexiaoNo key required

data_analysis

High-performance data analysis using Polars - load, transform, aggregate, visualize and export tabular data. Use for CSV/JSON/Parquet processing, statistical analysis, time series, and creating charts…

download17deployed_codestar327
personjakexiaoNo key required

sovereign-codebase-onboarding

Codebase onboarding assistant that maps project architecture, identifies patterns, generates guides, and helps new developers understand any repository in minutes instead of days.

download17deployed_codestar6
personjakexiaoNo key required

ralph-skill-review-loop

Self-improving review loop for Ralph Wiggum skills. Reviews skills against best practices, implements improvements, and continues until two consecutive clean reviews. Use when validating or improving …

download17deployed_codestar6
personjakexiaoNo key required

traveling-salesman-problem

When the user wants to solve the Traveling Salesman Problem (TSP), find the shortest route visiting all cities, or optimize tour sequences. Also use when the user mentions "TSP," "shortest tour," "Ham…

download17deployed_codestar7
personjakexiaoNo key required

remotion

Best practices and comprehensive guide for Remotion - programmatic video creation in React with animations, compositions, and media handling

download17deployed_codestar0
personjakexiaoNo key required

agent-ui-designer

Expert visual designer specializing in creating intuitive, beautiful, and accessible user interfaces. Masters design systems, interaction patterns, and visual hierarchy to craft exceptional user exper…

download17deployed_codestar4
personjakexiaoNo key required

notion

Notion API for creating and managing pages, databases, and blocks.

download17deployed_codestar19
personjakexiaoNo key required

skill-backend-developer

Backend Development Engineer skill, responsible for developing server-side business logic and implementing interfaces. Suitable for the following scenarios: (1) Developing server-side interfaces and b…

download17deployed_codestar0
personjakexiaoNo key required

springboot-architecture-analyzer

Systematically analyze a Spring Boot project and generate comprehensive enterprise-level architecture documentation, covering all key aspects including system overview, architectural views, technical …

download17deployed_codestar6
personjakexiaoNo key required

ios-simulator-skill

21 production-ready scripts for iOS app testing, building, and automation. Provides semantic UI navigation, build automation, accessibility testing, and simulator lifecycle management. Optimized for A…

download17deployed_codestar4
personjakexiaoNo key required

huashu-proofreading

Three rounds of proofreading reduce the AI detection rate, making the article more human-like. Use when users mention 'too much AI flavor', 'sounds like it was written by AI', 'reduce AI detection rat…

download17deployed_codestar46
personjakexiaoNo key required

webman-best-practices

MUST be used for Webman framework projects. Covers DDD architecture with controller/service/domain/infrastructure layers, strict dependency rules, lowercase directory naming, PER Coding Style with dec…

download17deployed_codestar3
personjakexiaoNo key required

gis-mapping-humanities

Create spatial visualizations and geographic analyses for historical and cultural research questions using QGIS/ArcGIS

download17deployed_codestar458
personjakexiaoNo key required

claude-api

Usage patterns for the Anthropic Claude API in Python and TypeScript. Covers Messages API, streaming, tool usage, visual features, expanded thinking, batch processing, prompt caching, and the Claude A…

download17deployed_codestar82.9K
personjakexiaoNo key required

academic-search

Search academic paper repositories (arXiv, Semantic Scholar) for scholarly articles in physics, mathematics, computer science, quantitative biology, AI/ML, and related fields

download17deployed_codestar4
personjakexiaoNo key required

whodb

Database operations including querying, schema exploration, and data analysis. Activates for tasks involving PostgreSQL, MySQL, MariaDB, SQLite, MongoDB, Redis, Elasticsearch, or ClickHouse databases.

download17deployed_codestar6