Research & Search

majiayu000 Bundle

Conducts thorough landscape research, competitive analysis, best practices evaluation, and evidence-based recommendations. Expert in market research and trend analysis.

majiayu000 Bundle

Archive completed research. Moves the research to archive/ and updates its status.

majiayu000 Bundle

Captures research insights, decisions, and learnings during development. Use after completing spikes, making architectural decisions, or discovering important patterns. Prompts for context and rationale, stores with embeddings for later semantic retrieval. Do NOT use for trivial notes - this is for significant findings worth surfacing later.

majiayu000 Bundle

Conducts deep company research and creates a dossier to support applications. Use before applying, interviewing, or for cultural fit assessment.

majiayu000 Bundle

Research file storage conventions and templates for dokhak agents. Use when: (1) saving research results from research-collector or researcher agents, (2) reading cached research files, (3) checking if research exists for a section. Provides directory structure, file format templates, and naming conventions.

majiayu000 Bundle

Convert SOTA research into executable plans. Use when: (1) starting features with unknowns, (2) need current best practices, (3) converting notes to tasks. Searches web for 2026 SOTA, writes RESEARCH.md, generates PLAN.md tasks.

majiayu000 Bundle

Natural language wrapper for research command - automatically triggers /research when users ask questions requiring deep research, best practices lookup, or multi-source information gathering

majiayu000 Bundle

Research North American mountain peaks and generate comprehensive route beta reports

majiayu000 Bundle

Use when processing external sources - validates checksums, metadata completeness, and expiry dates for research sources

majiayu000 Bundle

Start a technical discussion. Discovers research and existing discussions, offers multiple entry paths, and invokes the technical-discussion skill.

majiayu000 Bundle

Analyzes research queries to determine if new strategies are needed, optimizes existing strategies using Langfuse traces, and generates strategy templates

majiayu000 Bundle

Provide constructive feedback on political science PhD student work including paper drafts, dissertation chapters, research design memos, and progress updates. Use when the user asks to review, provide feedback on, or brainstorm about student work, particularly when rough notes about initial impressions are provided.

majiayu000 Bundle

Generate summaries for unchecked sources in workdesk/sources.md. Supports single URL or batch processing. Use after adding URLs with add-url skill.

majiayu000 Bundle

Manages the Obsidian vault structure, file operations, and folder organization for the Personal AI Employee. Use when creating, moving, or organizing files in the vault, managing folder structures, or maintaining the knowledge base.

majiayu000 Bundle

Calculate statistical power and required sample sizes for research studies. Use when: (1) Designing experiments to determine sample size, (2) Justifying sample size for grant proposals or protocols, (3) Evaluating adequacy of existing studies, (4) Meeting NIH rigor standards for pre-registration, (5) Conducting retrospective power analysis to interpret null results.

majiayu000 Bundle

Evaluate interface descriptions against 168 research-backed UX/UI principles. Returns structured findings with severity, remediation, and business impact. API key optional — enriched output requires uxuiprinciples.com API Access.

majiayu000 Bundle

Write ADR document from discovered candidates with GitHub context research

majiayu000 Bundle

[Implementation] Fast implementation - skip research, minimal planning

majiayu000 Bundle

End-to-end meeting workflow skill. Pre-meeting: research attendees, build agenda, prepare talking points, create pre-read. Post-meeting: process notes into action items, draft follow-up emails, log decisions, update project notes. Useful for preparing for important calls, during post-meeting processing, when following up with attendees, and for building a running decision log. Use when the user says "prepare for meeting", "meeting prep", "process meeting notes", "meeting follow up", "meeting machine", or "prep for my call".

majiayu000 Bundle

Create a detailed article outline with section structure, diagram specifications, and teaching flow. Use after research is complete, when planning a blog post structure. Requires research notes to exist.

majiayu000 Bundle

Efficiently research topics using parallel agents via Contextune's /ctx:research command. Use when users ask to research, investigate, find information about topics, compare options, or evaluate libraries/tools. Activate for questions like "research best X", "what's the best library for Y", or "investigate Z".

majiayu000 Bundle

Create evidence-based spaced repetition flashcards using cognitive science principles from Andy Matuschak's research. Use when user wants to create Mochi cards, flashcards, study materials, or mentions learning, memorization, spaced repetition, SRS, Anki-style cards, or knowledge retention. Applies the 5 properties of effective prompts (focused, precise, consistent, tractable, effortful) to ensure cards actually work for long-term retention.

majiayu000 Bundle

This skill should be used when the user asks to "build a feature", "create a spec", "start spec-driven development", "run research phase", "generate requirements", "create design", "plan tasks", "implement spec", "check spec status", "triage a feature", "create an epic", "decompose a large feature", or needs guidance on spec-driven development workflow, phase ordering, or epic orchestration.

majiayu000 Bundle

Build and use evidence-grounded local person profiles with Distilly's exact five-tool workflow. Use when a user asks to research, ingest, distill, update, correct, retrieve, or recall a real or fictional person's profile, voice, boundaries, or evidence.

majiayu000 Bundle

Check Spring Boot skill content freshness against latest research and flag skills needing updates. Use when running /spring-refresh, or when user mentions "refresh spring skills", "spring boot update check", "skill freshness", "stale spring content", "update spring boot skills".

majiayu000 Bundle

Translate research vision into funded reality.

majiayu000 Bundle

Monitor arXiv for new papers in specific fields. Get alerts for relevant research.

majiayu000 Bundle

Fact-checking and source verification workflow for research documents. Launches parallel fact-checkers, aggregates findings, applies corrections systematically.

majiayu000 Bundle

6つの検索API（Tavily/SerpAPI/Brave/NewsAPI/Reddit/Perplexity）を統合した最強リサーチシステム。 深層調査から出典付きレポート生成まで自動実行。 Use when: (1) user says「徹底調査」「深層リサーチ」「完全調査」「mega-research」, (2) user needs multi-source research with citations, (3) user wants market analysis, competitor research, or trend analysis, (4) user mentions「出典付き」「クロス検証」「複数ソース」. Do NOT use for: simple fact-checking (use research-free), single-source lookups, or when API keys are not configured.

majiayu000 Bundle

Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.

majiayu000 Bundle

Query OMIA (Online Mendelian Inheritance in Animals) for inherited disorders and traits cataloged across species. The veterinary equivalent of OMIM. Use for genetic disease research and breed predisposition data.

majiayu000 Bundle

Self-hosted, open-source alternative to Google NotebookLM for AI-powered research and document analysis. Use when organizing research materials into notebooks, ingesting diverse content sources (PDFs, videos, audio, web pages, Office documents), generating AI-powered notes and summaries, creating multi-speaker podcasts from research, chatting with documents using context-aware AI, searching across materials with full-text and vector search, or running custom content transformations. Supports 16+ AI providers including OpenAI, Anthropic, Google, Ollama, Groq, and Mistral with complete data privacy through self-hosting.

majiayu000 Bundle

Provider reference for collecting public profiles, posts, comments, transcripts, trends, and ad-library data from major social platforms through ScrapeCreators. Use as a dependency of research workflows, not as the final user-facing deliverable.

majiayu000 Bundle

Use when writing or editing a blog post optimized for AI citations — covers post structure, frontmatter patterns, content rules, schema requirements, and a pre-publish GEO checklist based on Princeton research.

majiayu000 Bundle

Systematic academic literature search with source prioritization and APA 7th edition citations. Use when the user needs to research a topic with scholarly sources, verify claims with academic backing, find peer-reviewed evidence, compile research findings, or generate properly cited reports. Triggers: "research [topic]", "what does the research say about...", "find studies on...", "verify this claim...", "literature review", "academic sources for...", "peer-reviewed evidence", "scholarly articles about...", "evidence-based", "cite sources for...". This skill provides basic APA citation capabilities; for advanced citation work (complex source types, edge cases, batch formatting), consider the `apa-style-citation` skill which offers enhanced citation expertise.

majiayu000 Bundle

Event-Driven Architecture knowledge base. Provides patterns, antipatterns, and PHP-specific guidelines for EDA audits including messaging, pub/sub, and saga patterns.