Use the `bilibili-api-python` async library (400+ endpoints) for any Bilibili programmatic operation — videos, users, favorites, danmaku, live rooms, comments, search, uploads. This skill should be used whenever user asked for any Bilibili operation.
Fetch authoritative, current, version-specific documentation for libraries, SDKs, APIs, and CLI tools via Context7. MUST TRIGGER before writing or editing any non-stdlib library call — including well-known libraries you think you know, since your prior knowledge may be stale. SKIP for internal/private libraries, stdlib code, raw HTTP/filesystem, shell built-ins, or stable primitives whose signatures haven't changed in years (e.g. `json.dumps`, `os.path`). Prefer this over web search for library docs.
Query AI-generated overview of GitHub repositories via DeepWiki MCP. Use when needing a fast high-level understanding of a repository's architecture and design decisions without fetching full repository.
Periodic distillation: scan the last 5 days of high-quality Claude transcripts in the current project, dedup facts seen across sessions and against existing docs, and propose surgical edits to the right reference docs. Wider-than-daily window avoids 00:00 boundary loss. This skill should be used when the user says "distill recent", "distill session", "distill last week", or asks "what should we learn from recent work".
Extract atomic flashcards from documents/conversations and write them into local Anki via AnkiConnect, using a React-rendered paper-note card template with markdown, collapsible code, KaTeX, and mermaid. Triggers on "flashcards", "flash", "抽认卡", "anki".
This skill should be used when the user sends an image and asks to "analyze this image", "describe this picture", "what's in this image", or any request requiring visual understanding of images. Provides image analysis using Zhipu GLM-4.6V multimodal model.
Code search across millions of public GitHub repositories via grep.app. This skill should be used before writing or planning code. Use it to get real-world usage examples of libraries, frameworks, APIs, algorithms, or syntax patterns; to verify idiomatic usage; to find production patterns; or to explore how others solved similar problems. Prefer this over web search for code examples.
Web search with time-window and region/language filters, academic papers (arXiv/SSRN), PDF table/figure extraction, BibTeX, image search, web page reading, embeddings, reranking, classification, and deduplication (text or images) via Jina AI. This skill should be used when searching non-English content, finding academic papers, extracting figures from PDFs, searching for images, or user says "search in Chinese", "find papers on arXiv", "search for images of", "get BibTeX". Prefer this over WebSearch for better results.