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hybrid-search-implementation

Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.

aiskillstore

research

open

machine-learning

when-developing-ml-models-use-ml-expert

Specialized ML model development, training, and deployment workflow

aiskillstore

data-ai

open

llm-ai

Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.

aiskillstore

data-ai

open

productivity-tools

web-ai-prompt-api

Chrome's built-in Prompt API implementation guide. Use Gemini Nano locally in browser for AI features - session management, multimodal input, structured output, streaming, Chrome Extensions. Reference for all Prompt API development.

aiskillstore

tools

open

llm-ai

mcp-patterns

Model Context Protocol (MCP) server patterns for building integrations with Claude Code. Triggers on: mcp server, model context protocol, tool handler, mcp resource, mcp tool.

aiskillstore

data-ai

open

debugging

explore-codebase

Pattern for efficiently exploring codebases using parallel subagents. Use when you need to understand code structure, find patterns, or gather context.

aiskillstore

tools

open

system-admin

using-agent-relay

Use when coordinating multiple AI agents in real-time - provides inter-agent messaging via tmux wrapper (sub-5ms latency) or file-based team inbox for async workflows

aiskillstore

tools

open

llm-ai

subagent-orchestration

This skill should be used when coordinating multiple subagents, implementing orchestrator patterns, or managing parallel agent workflows. Trigger phrases: "orchestrate agents", "coordinate subagents", "parallel agents", "multi-agent workflow", "delegate to agents", "run agents in parallel", "launch multiple agents".

aiskillstore

data-ai

open

productivity-tools

resume-bullet-extraction

Auto-invoke after task completion to generate powerful resume bullet points from completed work.

aiskillstore

tools

open

llm-ai

context-fundamentals

Understand the components, mechanics, and constraints of context in agent systems. Use when designing agent architectures, debugging context-related failures, or optimizing context usage.

aiskillstore

data-ai

open

llm-ai

prompt-template-designer

Design reusable prompt templates that encode domain-specific patterns for recurring AI tasks. Use when you've executed similar prompts 2+ times and need to capture the pattern as reusable intelligence. NOT for one-off prompts or generic "ask AI a question" patterns.

aiskillstore

data-ai

open

llm-ai

creating-skills

Guides creation of effective Agent Skills with proper structure and validation. Use when users want to create a new skill, update an existing skill, or need guidance on skill design patterns, SKILL.md format, or verify.py implementation. NOT when just using existing skills (use those skills directly).

aiskillstore

data-ai

open

productivity-tools

compound-docs

Capture solved problems as searchable documentation with pattern detection. This skill auto-triggers when users confirm a fix worked ("that worked", "it's fixed", "working now") or manually via /compound command.

aiskillstore

tools

open

productivity-tools

web-cli-teleport

Guide users on when to use Claude Code Web vs CLI and seamlessly teleport sessions between environments

aiskillstore

tools

open

llm-ai

ai-ethics

Responsible AI development and ethical considerations. Use when evaluating AI bias, implementing fairness measures, conducting ethical assessments, or ensuring AI systems align with human values.

aiskillstore

data-ai

open

llm-ai

fiftyone-dataset-import

Universal dataset import for FiftyOne supporting all media types (images, videos, point clouds, 3D scenes), all label formats (COCO, YOLO, VOC, CVAT, KITTI, etc.), and multimodal grouped datasets. Use when users want to import any dataset regardless of format, automatically detect folder structure, handle autonomous driving data with multiple cameras and LiDAR, or create grouped datasets from multimodal data. Requires FiftyOne MCP server.

aiskillstore

data-ai

open

ide-plugins

principles

Provides development principles, guidelines, and VibeCoder guidance. Use when user mentions 原則, principles, ガイドライン, guidelines, VibeCoder, 安全性, safety, 差分編集, diff-aware. Triggers: 原則, principles, ガイドライン, VibeCoder, 安全性, 差分編集. Do not use for actual implementation - use impl skill instead.

aiskillstore

tools

open

gaming