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研究学习 / 检索整理
folder-organization
folder-organization
Best practices for organizing project folders, file naming conventions, and directory structure standards for research and development projects
研究学习 / 检索整理
exa-web-search-free
exa-web-search-free
Free AI search via Exa MCP. Web search for news/info, code search for docs/examples from GitHub/StackOverflow, company research for business intel. No API key…
研究学习 / 检索整理
functional-core-imperative-shell
functional-core-imperative-shell
Use when writing or refactoring code, before creating files - enforces separation of pure business logic (Functional Core) from side effects (Imperative Shell)…
研究学习 / 检索整理
scientific-critical-thinking
scientific-critical-thinking
Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading…
研究学习 / 检索整理
experiment-bridge
experiment-bridge
Workflow 1.5: Bridge between idea discovery and auto review. Reads EXPERIMENT_PLAN.md, implements experiment code, deploys to GPU, collects initial results.…
研究学习 / 检索整理
game-engine-resources
game-engine-resources
Guide for game-engine internals, source trees, plugins, and engine-specific security research. Use this skill when researching Unreal, Unity, Source, Godot,…
研究学习 / 检索整理
scholar-evaluation
scholar-evaluation
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing…
研究学习 / 检索整理
comm-lit-review-claude-single
comm-lit-review-claude-single
Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking,…
研究学习 / 检索整理
result-to-claim
result-to-claim
Use when experiments complete to judge what claims the results support, what they don't, and what evidence is still missing. Codex MCP evaluates results…
研究学习 / 检索整理
news-shopping
news-shopping
Search Google News and Google Shopping using Serper APIs via x402. USE FOR: - Finding recent news articles on a topic - Current events and breaking news - Product searches and price comparisons - Shopping research and product discovery - Industry news monitoring TRIGGERS: - "news about", "latest news", "recent articles" - "current events", "breaking", "headlines" - "shopping", "buy", "price", "product search" - "compare prices", "where to buy", "deals on" Use `npx agentcash@latest fetch` for Serper endpoints. Both endpoints are $0.04 per call.
研究学习 / 检索整理
survey
survey
Run a bounded cross-platform landscape scan before planning or implementation. Use when the real job is researching what exists, how people work around it, which solutions repeat, or how platform/tooling patterns map before deciding what to build. Produce reusable `.survey/{slug}/` artifacts, validate the artifact contract, and route planning or execution outward only after the survey is done.
研究学习 / 检索整理
building-with-medusa
building-with-medusa
Load automatically when planning, researching, or implementing ANY Medusa backend features (custom modules, API routes, workflows, data models, module links,…
研究学习 / 检索整理
scientific-problem-selection
scientific-problem-selection
This skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic scientific…
研究学习 / 检索整理
prompt-engineering
prompt-engineering
Use this skill when crafting LLM prompts, implementing chain-of-thought reasoning, designing few-shot examples, building RAG pipelines, or optimizing prompt performance. Triggers on prompt design, system prompts, few-shot learning, chain-of-thought, prompt chaining, RAG, retrieval-augmented generation, prompt templates, structured output, and any task requiring effective LLM interaction patterns.
研究学习 / 检索整理
alibabacloud-bailian-rag-knowledgebase
alibabacloud-bailian-rag-knowledgebase
Alibaba Cloud Bailian Knowledge Base Retrieval Tool. Use Alibaba Cloud Bailian SDK to query and retrieve knowledge base content. Use when: User needs to query…
研究学习 / 检索整理
ln-002-session-analyzer
ln-002-session-analyzer
Analyzes current or recent session for errors, inefficiencies, and improvement opportunities across skills, tools, hooks, and communication. Use after…
研究学习 / 检索整理
amazon-rank-tracker
amazon-rank-tracker
Track and analyze Amazon keyword rankings. Set up rank monitoring workflows, interpret ranking changes, and develop strategies to improve organic search…
研究学习 / 检索整理
lesson-learned
lesson-learned
Analyze recent code changes via git history and extract software engineering lessons. Use when the user asks 'what is the lesson here?', 'what can I learn from…
研究学习 / 检索整理
commodities-list
commodities-list
Retrieve the full catalog of tradable commodities across energy, metals, and agriculture using Octagon MCP. Use when researching commodity markets, identifying…
研究学习 / 检索整理
change-management
change-management
Plan and execute organizational or technical changes. Trigger with "we're changing", "rolling out", "migration plan", "how do we communicate this change",…