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research llm ai AI Skills

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GitHub

copilot-file-specs

JBurlison

Contains the complete specifications for VS Code GitHub Copilot customization files including agents, skills, prompts, and instructions. Use this skill when you need to reference the correct file format, requir...

GitHub

analyze-agent-overlap

JBurlison

Analyzes existing agents, skills, prompts, and instructions to identify overlaps, redundancies, and conflicts. Use before creating new customization files to avoid duplication, when consolidating agents, or whe...

GitHub

backend-patterns

claudeforge

Expert knowledge in API design, authentication, caching, and backend best practices. Use for backend development tasks.

GitHub

accessibility-checklist

ilyasibrahim

WCAG AA accessibility checklist and verification protocols for Somali dialect classifier dashboard. Covers keyboard navigation, screen readers, color contrast, ARIA labels, and accessibility testing procedures.

GitHub

lrl-nlp-techniques

ilyasibrahim

Low-resource NLP techniques specific to Somali language processing. Covers data scarcity strategies, cross-lingual transfer, morphological analysis, data augmentation for Somali, semi-supervised learning, and e...

GitHub

ux-writing

ilyasibrahim

Voice, tone, and content guidelines for data/ML dashboards. Covers microcopy, error messages, success states, and data presentation language. Auto-invokes on copy, messaging, content, labels, error messages key...

GitHub

agent-coordination

ilyasibrahim

Coordination protocol for main Claude Code agent. Explicit user invocation required ("mobilize agents", "coordinate", "check registry"). Provides agent orchestration, registry management, and handoff protocols....

GitHub

data-quality-standards

ilyasibrahim

Data quality validation rules, quality metrics, and acceptance criteria for Somali dialect classifier datasets. Covers duplicate detection, language filtering, quality scoring, and validation protocols. Auto-in...

GitHub

devsql-querying

douglance

Query and analyze Claude Code history joined with Git data using SQL. Use when user asks about their Claude conversations, productivity patterns, commit history correlation, session analytics, or wants to explo...

GitHub

youtube-strategy

dgalarza

Invoke this skill whenever you are working on something related to YouTube. Assists in generating essential elements that drive engagement and discovery.

GitHub

resonance-skill-author

manusco

Skill Author and Prompt Engineer. Creates new agent skills, writes system prompts, and designs agent behaviors using Chain of Thought and Few-Shot patterns.

GitHub

cloud

ThinkEx-OSS

Guide for assistant-cloud persistence and authorization. Use when setting up thread persistence, file uploads, or authentication.

GitHub

assistant-ui

ThinkEx-OSS

Guide for assistant-ui library - AI chat UI components. Use when asking about architecture, debugging, or understanding the codebase.

GitHub

tools

ThinkEx-OSS

Guide for tool registration and tool UI in assistant-ui. Use when implementing LLM tools, tool call rendering, or human-in-the-loop patterns.

GitHub

runtime

ThinkEx-OSS

Guide for assistant-ui runtime system and state management. Use when working with runtimes, accessing state, or managing thread/message data.

GitHub

thread-list

ThinkEx-OSS

Guide for multi-thread management in assistant-ui. Use when implementing thread lists, switching threads, or managing conversation history.

GitHub

streaming

ThinkEx-OSS

Guide for assistant-stream package and streaming protocols. Use when implementing streaming backends, custom protocols, or debugging stream issues.

GitHub

primitives

ThinkEx-OSS

Guide for assistant-ui UI primitives - ThreadPrimitive, ComposerPrimitive, MessagePrimitive. Use when customizing chat UI components.

GitHub

flow-next-opencode-rp-explorer

gmickel

Token-efficient codebase exploration using RepoPrompt CLI. Use when user says "use rp to..." or "use repoprompt to..." followed by explore, find, understand, search, or similar actions.

GitHub

flow-next-opencode-export-context

gmickel

Export RepoPrompt context for external LLM review (ChatGPT, Claude web, etc.). Use when you want to review code or plans with an external model. Triggers on /flow-next:export-context.

GitHub

flow-next-opencode-interview

gmickel

Interview user in-depth about an epic, task, or spec file to extract complete implementation details. Use when user wants to flesh out a spec, refine requirements, or clarify a feature before building. Triggers...

GitHub

intent-layer

crafter-station

Set up hierarchical Intent Layer (AGENTS.md files) for codebases. Use when initializing a new project, adding context infrastructure to an existing repo, user asks to set up AGENTS.md, add intent layer, make ag...

GitHub

nlp-engineer

zenobi-us

Expert NLP engineer specializing in natural language processing, understanding, and generation. Masters transformer models, text processing pipelines, and production NLP systems with focus on multilingual suppo...

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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