Academic
Academic writing, research, citations
researching-web
by alexei-led
Web research via Perplexity AI. Use for technical comparisons (X vs Y), best practices, industry standards, documentation. Triggers on "research", "compare", "vs", "best practice", "which is better", "pros and cons".
brainstorming
by ed3dai
Use when creating or developing anything, before writing code or implementation plans - refines rough ideas into fully-formed designs through structured Socratic questioning, alternative exploration, and incremental validation
web3-research
by XSpoonAi
Web3, cryptocurrency, and blockchain research skill for comprehensive crypto market and technology analysis
research
by XSpoonAi
Deep research and information gathering skill for comprehensive topic analysis
problem-solving
by geekatron
Structured problem-solving framework with specialized agents for research, analysis, architecture decisions, validation, synthesis, reviews, investigations, and reporting. Use when tackling complex problems that need systematic exploration, evidence-based decisions, and persistent artifacts.
obsidian-vault-context
by steveclarke
Work with Steve's Obsidian vault at /Users/steve/Documents/Main using direct file operations. Knows folder structure, daily note format (YYYY-MM-DD.md), and research capture templates. Use when reading/writing Obsidian notes or capturing research. Triggers on "obsidian", "daily note", "vault", "capture research".
researching
by desplega-ai
Comprehensive codebase research skill. Documents codebase as-is by spawning parallel sub-agents and synthesizing findings into research documents.
real-world-rails
by steveclarke
Research how production Rails apps solve architectural problems using the Real World Rails repository. Use when the user wants to know how other apps handle something, find patterns, or compare approaches. Triggers on "rails patterns", "how do other apps", "real world rails", "research how apps do".
architect
by agenticnotetaking
Research-backed evolution advice for your knowledge system. Analyzes health reports, friction patterns, and derivation history to propose specific changes with research justification. Never auto-implements — proposals require your approval.
learn
by agenticnotetaking
Research a topic and grow your knowledge graph. Uses Exa deep researcher, web search, or basic search to investigate topics, files results with full provenance, and chains to processing pipeline. Triggers on "/learn", "/learn [topic]", "research this", "find out about".
tutorial
by agenticnotetaking
Interactive walkthrough for new users. Learn by doing — each step creates real content in your vault. Three tracks (researcher, manager, personal) with a universal learning arc. Triggers on "/tutorial", "walk me through", "how do I use this".
upgrade
by agenticnotetaking
Apply plugin knowledge base updates to an existing generated system. Consults the Ars Contexta research graph for methodology improvements, proposes skill upgrades with research justification. Never auto-implements. Triggers on "/upgrade", "upgrade skills", "check for improvements", "update methodology".
recommend
by agenticnotetaking
Get research-backed architecture advice for your knowledge system. Describe your use case, constraints, and goals — get specific recommendations grounded in TFT research with rationale for each decision. Triggers on "/recommend", "what would you recommend", "architecture advice", "knowledge system for".
Expand
by ohdearquant
Self-expansion. Take a strategic gap and grow the graph to close it — create the missing entity, draft the project proposal, resolve the deferred decision, bridge the disconnected domains.
kimi-pdf
by thvroyal
Professional PDF solution. Create PDFs using HTML+Paged.js (academic papers, reports, documents). Process existing PDFs using Python (read, extract, merge, split, fill forms). Supports KaTeX math formulas, Mermaid diagrams, three-line tables, citations, and other academic elements. Also use this skill when user explicitly requests LaTeX (.tex) or native LaTeX compilation.
phase-detector
by camoa
Use when determining task phase - analyzes task file to identify Phase 1, 2, or 3 for a specific task
Digest
by ohdearquant
Ingest research material into the knowledge graph — papers, concepts, implementations. Extract entities, link them, verify density.
Gap
by ohdearquant
Survey the graph for strategic gaps — researched-but-unbuilt concepts, domains without implementations, decisions deferred, single-use papers. Emit a frontier ranking of where to invest next.
crucible-outliner
by forsonny
Chapter-by-chapter outline generator for stories planned with the Crucible Structure. Use when a user has completed Crucible planning documents (thesis, strand maps, forge points, etc.) and wants to create detailed chapter outlines. Triggers on requests like "outline my book," "create chapter outline," "outline Book 1," "turn my Crucible plan into chapters," or when user has Crucible planning docs and wants to start writing. Works for single books or multi-book series.
capability-groom
by osdlc
Take a capability from a name to a chosen shape and implementation architecture: define it, research prior art and constraints, propose two or three shapes, select one with stated criteria, and leave a capability entry and a decision ready to record. Use it before any task is split from a capability.
coding-guidelines
by roman-16
Coding patterns and guidelines for TypeScript/JavaScript, Rust, and frontend frameworks. Use this skill when writing TypeScript/JavaScript or Rust code, or working with SolidJS, Tailwind CSS, daisyUI, React Native, Expo, or NativeWind. Provides idiomatic patterns and best practices.
scientific-writing
by Victory-Hugo
"深度科研研究与写作工具的核心技能。用于撰写科学论文，采用完整段落形式（不使用项目符号列表）。采用两阶段流程：（1）使用 research-lookup 创建包含关键要点的章节大纲；（2）将大纲转换为连贯的学术行文。遵循 IMRAD 结构，支持引用格式（APA / AMA / Vancouver）、图表整合以及报告规范（CONSORT / STROBE / PRISMA），适用于科研论文与期刊投稿。"
deft-directive-portfolio-priority
by deftai
Pre-promotion portfolio prioritization: cluster competing open RFCs/issues from the local github-issue cache, emit a propose-not-apply priority brief (conflict matrix, shortlist, park), with epistemic citation gates, then hand off for operator dispose. Use when the operator asks for portfolio priority, a priority brief, competing RFCs, or to cluster open issues.
the-team-agreement
by musterd-io
The charter above the loop — the human is a member who sometimes wears an approver hat, not an approver who sometimes participates; relationships are stances that shift hourly, never stored autonomy levels; notification is the mechanism, not a nicety; roles are aptitude, not authority; and write work stays with whoever is accountable for it. Use before adopting an agent-coordination practice, when designing who may do what, or when a team has quietly become one person approving things.