research
Objective codebase investigation — factual findings about existing code, patterns, and architecture. Invoke whenever task involves the R stage of the DRAFT…
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Updated 11-01 00:15
14,529 results
Objective codebase investigation — factual findings about existing code, patterns, and architecture. Invoke whenever task involves the R stage of the DRAFT…
Use when creating new skills, editing existing skills, or verifying skills work before deployment
Paper workflow: read papers + cast cards in one go. Takes one or more arxiv links, paper URLs, PDFs, or paper names. For each paper, runs ljg-paper (generates…
Give a domain, and find the few independent forces that truly hold it up from behind. Ten-odd phenomena cut down to the irreducible generators—only if you can regenerate the phenomena one by one afterward does it count. Use when user says 'reduce rank', 'find rank', 'what is rank', 'what does this domain rest on', 'what is behind it', or wants to decompose any domain to its…
Deep-dive English word mastery tool. Deconstructs a single English word into core semantics and epiphany. Use when user asks to explain/master a specific…
Writing engine. Start with a point of view, and think it through while writing.
Use skill if you are running research on 5+ entities or a market/category and need a multi-file evidence corpus persisted to a navigable folder tree.
Use when a feature, architecture decision, incident, or workflow change needs durable technical documentation such as tutorials, reference docs, ADRs,…
Use when reviewed requirements need a shared product or technical specification that fixes scope, non-goals, interfaces, rollout concerns, and open questions…
Use when discovery needs evidence about target users, behaviors, and pain points, especially after intake or problem-framing surfaces open questions that must…
Used when the user wants to search for documents or read documents in an Outline Wiki workspace—full-text search by keyword to match a document list, or fetch the Markdown source and metadata by document ID. **Not** for writing / editing / uploading outline documents (including image attachments, @mention, comments, Collection management, move / delete / archive, go to…
Use this skill when the user wants to "polish and rewrite or condense" a piece of already-written text (mostly AI-generated, but human drafts are also accepted)—directly producing an improved version: cut redundancy, remove AI tone, smooth the style, adjust the tone. Persona: a senior systems architect who can explain the core clearly in the most concise language. The core mechanism is the six-level "reduction ladder" (delete paragraphs → delete sentences → merge sentences → replace phrases with words → delete words → survivors smoothed for style), …
A collection of software design document specifications, including the complete specifications for the Product Blueprint (blueprint-spec), Architecture Design Document (architecture-spec), Product Requirements Specification (prd-spec), Test Specification (test-spec), and Document Review and Polish (docs-review-spec). When it is necessary to write, maintain, check, or polish design documents, reference the corresponding specification according to the document type, and at the beginning...
A collection of software design document specifications, including the complete specifications for the product blueprint (blueprint-spec), architecture design document (architecture-spec), functional requirements specification (prd-spec), test specification (test-spec), and document review and polishing (docs-review-spec). When it is necessary to write, maintain, check, or polish design documents, reference the corresponding specification according to the document type, and at the beginni...
A complete skill for assisting in writing Chinese academic research papers. When the user proposes a paper direction, a research topic, wants to write a paper, needs help building a paper framework, refining the paper's logic, or writing chapters such as the abstract/introduction/methods/experiments/conclusion, this skill must be triggered. It should also be triggered even if the user only says "help me write a paper," "I want to research this direction," "help me decide on a title," or "help me write an abstract." Aimed at the Chinese academic context, it is especially suitable for engineering, agriculture, computer science, ...
Finds and removes AI slop from prose, UX copy, and web interfaces. Use when writing, auditing, or revising articles, posts, READMEs, marketing copy, UI copy,…
Use when a video/audio task needs OpenChatCut transcription, captions, subtitles, subtitle styling, transcript search, transcript readiness checks, or enabling…
Drafts OneOS PC version update logs (new features / Bug fixes) with fixed layout, same-module merge, user-value wording, and applicable department/business line. Use when…
Research what people actually say about any topic in the last 30 days. Pulls posts and engagement from Reddit, X, YouTube, TikTok, Hacker News, Polymarket,…
Universal style writing—a full-process tool for style extraction and transfer. **Trigger scenarios**: - Writing in a specified author's style: "write in Lu Xun's style", "write a piece in Wang Zengqi's style", "write in Shi Tiesheng's style" - Style-related operations: "universal style", "style imitation", "style master", "style writing", "style extraction", "extract style", "style transfer", "universal style" -…
Write complete song lyrics with structural annotations and production notes optimized for AI music generation platforms like Suno and Udio
Turn one piece of content into 10+ formats. Transform blog posts, podcasts, videos, or talks into tweets, LinkedIn posts, newsletters, carousels, and more.
Aggregate and deduplicate recent news from multiple sources into concise topic summaries.
Use when the user wants to research, compare, or evaluate a technology, framework, platform, or engineering tool for product R&D decision-making, such as "research...