ReddRadar
Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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anndata
This skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics analysis, managing experimental measurements with metadata, or handling large-scale biological datasets. Use when tasks involve AnnData objects, h5ad files, single-cell RNA-seq data, or integration with scanpy/scverse tools.
majiayu000/claude-skill-registry 163
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flutter-navigation
Comprehensive guide for Flutter navigation and routing including Navigator API, go_router, deep linking, passing/returning data, and web-specific navigation. Use when implementing screen transitions, configuring routing systems, setting up deep links, handling browser history, or managing navigation state in Flutter applications.
majiayu000/claude-skill-registry 163
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research
Technical research methodology with YAGNI/KISS/DRY principles. Phases: scope definition, information gathering, analysis, synthesis, recommendation. Capabilities: technology evaluation, architecture analysis, best practices research, trade-off assessment, solution design. Actions: research, analyze, evaluate, compare, recommend technical solutions. Keywords: research, technology evaluation, best practices, architecture analysis, trade-offs, scalability, security, maintainability, YAGNI, KISS, DRY, technical analysis, solution design, competitive analysis, feasibility study. Use when: researching technologies, evaluating architectures, analyzing best practices, comparing solutions, assessing technical trade-offs, planning scalable/secure systems.
majiayu000/claude-skill-registry 163
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rough-draft
Bridge brainstorming to implementation through 4 phases - interface, pseudocode, skeleton, and implementation handoff
majiayu000/claude-skill-registry 163
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context7-latest-usage
Fetch the latest, docs-grounded API details and best practices for a library/framework using Context7 MCP tools `resolve-library-id` and `get-library-docs`. Use when a user asks for “最新用法/最新寫法/最佳實務/latest usage/current best practice/latest API” of a package, or asks how to implement a feature with a library and wants the newest docs-based guidance.
majiayu000/claude-skill-registry 163
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NestJS Search & CQRS
Elasticsearch integration and Sync patterns.
majiayu000/claude-skill-registry 163
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my-personality-s-c
Personality-tuned AI for the SC (The Stabilizer) DISC type. Adapts AI tone, structure, and feedback to be consistent, thorough, and stability-focused. Powered by Crystal's DISC framework.
majiayu000/claude-skill-registry 163
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cookoff
This skill should be used when moving from design to implementation. Triggers on "let's build", "implement this", "looks good let's code", "ready to implement". Presents options for parallel agent competition (cookoff), single subagent, or local implementation. Each agent creates own plan from shared design for genuine variation.
majiayu000/claude-skill-registry 163
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reshard-c4-data
Guide for implementing reversible data resharding systems with hierarchical constraints (max files/folders per directory, max file size). Use when building compress/decompress scripts that reorganize datasets while maintaining full reconstruction capability.
majiayu000/claude-skill-registry 163
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generate-tags
Generate tags for a blog post.
majiayu000/claude-skill-registry 163
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robotframework-results
Parse Robot Framework output.xml results into JSON summaries, detailed suite/test breakdowns, tag and criticality stats, execution errors, failed test messages, keyword-level errors, and timing. Use when asked to read/merge output.xml, compute pass/fail counts, tag stats, criticality, error messages, elapsed time, slowest tests/keywords, or combine/merge multiple outputs via rebot.
majiayu000/claude-skill-registry 163
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ring:regulatory-templates-gate1
Gate 1 sub-skill - performs regulatory compliance analysis and field mapping
from template specifications.
majiayu000/claude-skill-registry 163
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mcp-server
This skill should be used when setting up a stateless MCP (Model Context Protocol) server in FastAPI using the Official MCP SDK with 5 task management tools that interact with SQLModel database.
majiayu000/claude-skill-registry 163
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applying-code-principles
Fundamental software principles - SOLID, DRY, Occam's Razor, Miller's Law, YAGNI, Readable Code. Triggers: 原則, シンプル, 複雑, アーキテクチャ, リファクタリング, 保守性, コード品質, design pattern, best practice, clean code
majiayu000/claude-skill-registry 163
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torch-shape-validator
Add tensor shape validation and documentation to PyTorch code. This skill should be used when working with PyTorch models to ensure tensor shapes are correct and well-documented with inline comments.
majiayu000/claude-skill-registry 163
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godot-extract-resources
Use when Godot code has hardcoded game data in const arrays, dictionaries, or embedded values. Detects inline data like enemy stats, item definitions, level configurations. Automatically extracts to .tres resource files, making data visible in editor, easily modifiable, and supports data-driven design.
majiayu000/claude-skill-registry 163
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project-aeo-monitoring-tools
Build custom AI search monitoring tools for competitive AEO analysis. Covers API access, scraping architecture, legal compliance, and cost estimation.
majiayu000/claude-skill-registry 163
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seatalk-api
Use this skill when working with Seatalk (Sea's enterprise messaging platform) integrations, bot development, group chat automation, or messaging APIs.
majiayu000/claude-skill-registry 163
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blac-development
Develop with BlaC state management library for React. Use when creating Cubits, using useBloc/useBlocActions hooks, managing state containers, or implementing inter-bloc communication patterns.
majiayu000/claude-skill-registry 163
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FastAPI Kubernetes Deployment
This skill should be used when the user asks to "deploy FastAPI to Kubernetes", "create Dockerfile", "build Docker image", "write Helm chart", "configure K8s deployment", "add health checks", "scale FastAPI", or mentions Docker, Kubernetes, K8s, containers, Helm, or deployment. Provides containerization and orchestration patterns.
majiayu000/claude-skill-registry 163
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project-pulse-brief
Curate stakeholder-ready pulse briefs that summarize project portfolio updates, risks, and next steps.
majiayu000/claude-skill-registry 163
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web-shells
majiayu000/claude-skill-registry 163
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signup-skill
majiayu000/claude-skill-registry 163
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interview
Interview me about a plan to generate a detailed spec.
majiayu000/claude-skill-registry 163