学术
学术写作、研究与引用
problem-solving
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
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
desplega-ai
Comprehensive codebase research skill. Documents codebase as-is by spawning parallel sub-agents and synthesizing findings into research documents.
real-world-rails
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
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
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
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
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
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
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
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
camoa
Use when determining task phase - analyzes task file to identify Phase 1, 2, or 3 for a specific task
Digest
ohdearquant
Ingest research material into the knowledge graph — papers, concepts, implementations. Extract entities, link them, verify density.
Gap
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.
capability-groom
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
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
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
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
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.
solve-architecture-autonomy
IgorGanapolsky
Course-correct from over-planning to execution — when the agent has produced a plan, research, or options instead of doing work the user already approved, drop the analysis and execute the smallest end-to-end action now (branch, run, deploy, verify). Use when the user says "stop planning, just do it", "why are you researching, execute", "just ship it", "enough analysis", or pushes back that you keep proposing instead of acting on an already-decided task. Do NOT use when the task is genuinely undecided and needs a plan first, when the user explicitly asked for research/options/a design, or for routine work where no over-planning has occurred — acting on an unscoped or destructive task is its own failure.
academic-formula-inserter
fuwenhao12
"Insert, format, and number math formulas in Word and LaTeX academic papers. Supports Chinese core journals and international journal formats. Invoke when user needs to insert LaTeX formulas into Word (OMML), validate formula formats per journal standards, or auto-number equations."
academic-ref-inserter
fuwenhao12
Insert, format, and cross-reference academic citations in Word (.docx) documents. Supports GB/T 7714-2015 (Chinese), IEEE, and APA 7th.
synthetic-market-research
BayramAnnakov
Fast, cheap market research using LLM-generated synthetic survey responses with Semantic Similarity Rating (SSR). Runs purchase intent, concept tests, and pricing research in minutes instead of weeks, at $0 per respondent. Based on PyMC Labs' validated methodology (90% correlation with real humans across 57 surveys). Triggers: synthetic research, market research, survey, purchase intent, concept test, consumer research, SSR, synthetic survey, product validation, pricing research, Likert scale.
cross-source-research
bobmatnyc
Multi-source investigation workflow for researching topics across configured MCP tools (Slack, Confluence, Jira, GitHub, Drive, databases, analytics). Enforces depth over breadth by requiring content to be read, not just referenced.