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研究学习 / 检索整理
gitnexus-pr-review
gitnexus-pr-review
Use when the user wants to review a pull request, understand what a PR changes, assess risk of merging, or check for missing test coverage. Examples: \"Review…
研究学习 / 检索整理
rwkv-architecture
rwkv-architecture
RNN+Transformer hybrid with O(n) inference. Linear time, infinite context, no KV cache. Train like GPT (parallel), infer like RNN (sequential). Linux…
研究学习 / 检索整理
evaluating-code-models
evaluating-code-models
Evaluates code generation models across HumanEval, MBPP, MultiPL-E, and 15+ benchmarks with pass@k metrics. Use when benchmarking code models, comparing coding…
研究学习 / 检索整理
netsuite-ai-connector-instructions
netsuite-ai-connector-instructions
NetSuite Intelligence skill — teaches AI the correct tool selection order, output formatting, domain knowledge, multi-subsidiary and currency handling, and…
研究学习 / 检索整理
deep-reading-analyst
deep-reading-analyst
Comprehensive framework for deep analysis of articles, papers, and long-form content using 10+ thinking models (SCQA, 5W2H, critical thinking, inversion,…
研究学习 / 检索整理
ln-613-code-comments-auditor
ln-613-code-comments-auditor
Checks inline code documentation quality: WHY-not-WHAT, density, forbidden content, docstrings quality, actuality, legacy cleanup. Use when auditing comments…
研究学习 / 检索整理
implementing-llms-litgpt
implementing-llms-litgpt
Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral). Use when need clean model…
研究学习 / 检索整理
ln-611-docs-structure-auditor
ln-611-docs-structure-auditor
Checks hierarchy, links, SSOT, compression, requirements compliance, freshness, legacy cleanup. Use when auditing documentation structure.
研究学习 / 检索整理
study-notes-creator
study-notes-creator
Create organized, visual study notes with folder structures, diagrams, and example-based learning from source materials (PDFs, lecture notes, documentation).…
研究学习 / 检索整理
hybrid-search-implementation
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…
研究学习 / 检索整理
godot-debugging
godot-debugging
Expert knowledge of Godot debugging, error interpretation, common bugs, and troubleshooting techniques. Use when helping fix Godot errors, crashes, or…
研究学习 / 检索整理
1688商家版
1688-shopkeeper
1688选品铺货 + 商机趋势专家。用于:(1) 在1688搜索商品/选品找货源 (2) 查询已绑定的下游店铺 (3) 将商品铺货到抖音/拼多多/小红书/淘宝等平台 (4) 配置1688 AK密钥 (5) 查看即时商机热榜 (6) 查看类目/行业趋势与价格分布 (7) 生成店铺经营日报并输出主营商品选品建议。 触发词:帮我找商品、在1688搜、选品、铺货、上架、查店铺、配置AK、商机、热榜、排行榜、趋势、价格分布、经营日报、店铺日报、动销分析、经营分析、选品建议、1688找货。
研究学习 / 检索整理
kimi-pdf
kimi-pdf
Professional PDF solution. Create PDFs using HTML+Paged.js (academic papers, reports, documents). Process existing PDFs using Python (read, extract, merge,…
研究学习 / 检索整理
qodo-get-rules
qodo-get-rules
Loads coding rules from Qodo most relevant to the current coding task by generating a semantic search query from the assignment. Use when Qodo is configured…
研究学习 / 检索整理
citation-verification
citation-verification
This skill provides reference guidance for citation verification in academic writing. Use when the user asks about "citation verification best practices", "how…
研究学习 / 检索整理
process-builder
process-builder
Scaffold new babysitter process definitions following SDK patterns, proper structure, and best practices. Guides the 3-phase workflow from research to…
研究学习 / 检索整理
arxiv-research
arxiv-research
Fetch and compile arXiv papers on LLMs, autonomous agents, and AI infrastructure into scored, grouped research digests. Stores digests at…
研究学习 / 检索整理
ln-612-semantic-content-auditor
ln-612-semantic-content-auditor
Checks document semantic content against SCOPE and project goals, coverage gaps, off-topic content, SSOT. Use when auditing documentation relevance.
研究学习 / 检索整理
shadcn-vue
shadcn-vue
Manages shadcn-vue components and projects — adding, searching, fixing, debugging, styling, and composing UI. Provides project context, component docs, and…
研究学习 / 检索整理
research-expert
research-expert
Expert-level research methodology, academic writing, statistical analysis, and scientific investigation