Research & Search

majiayu000 Bundle

Business analysis skill for requirements gathering, market research, strategic analysis, and project brief creation. Use when users need to (1) Create comprehensive project briefs, (2) Conduct market or competitive analysis, (3) Facilitate brainstorming sessions, (4) Define problems and validate assumptions, (5) Elicit requirements through structured questioning, (6) Create user personas, or (7) Analyze project feasibility and scope

majiayu000 Bundle

Research events and conditions data for Catskill Crew newsletter. Use when gathering Instagram events, fetching sun/moon/weather data, or preparing data for newsletter writing.

majiayu000 Bundle

Use when you need information you don't have, expertise outside your comfort zone, or fresh eyes on code - dispatches agents to research, advise, or review. NOT for implementation delegation (see subagent-driven-development).

majiayu000 Bundle

Validate that written content accurately reflects source materials. LOAD THIS SKILL WHEN: User says "驗證", "validate", "檢查準確性", "核對" | after writing notes/reports | ensuring content accuracy. CAPABILITIES: Source-target comparison, citation verification, fact checking, consistency check.

majiayu000 Bundle

Applies rigorous critical analysis to evaluate claims, arguments, and research. Use when evaluating evidence quality, peer reviewing content, assessing argument validity, or identifying weaknesses in reasoning. Triggers on phrases like "critically analyze", "evaluate this", "review this paper", "check the logic", "assess the evidence", "find flaws", "peer review".

majiayu000 Bundle

Edit and update existing CV content using the knowledge base as source of truth. Use when user wants to modify case studies, update experience, refine variants, or improve existing content.

majiayu000 Bundle

Gateway skill for research methodology - automatically loads relevant research skills based on task context

majiayu000 Bundle

Use two independent agents for reviews or research, then collate findings to identify common findings, unique insights, and divergences

majiayu000 Bundle

Research external open-source repositories to learn patterns and implementations. This skill should be used when agents need to study external codebases, check for existing research before cloning, manage temporary workspaces, and persist findings to the global thoughts system. Triggers include: studying external repos, learning from open source, cloning for pattern research, or checking what has been researched.

majiayu000 Bundle

Parse and document algorithm pseudocode from research papers. Use when preparing for implementation.

majiayu000 Bundle

Expert research tool for Google Calendar API implementations. PROACTIVELY use when (1) reviewing PRs adding calendar features, (2) planning new event/attendee/recurring event functionality, (3) investigating calendar API issues, (4) validating timezone handling or batch operations. Specializes in recurring events, timezone conversions, multi-calendar support, and edge case identification.

majiayu000 Bundle

Orchestrate milestone planning with parallel research for subsequent project phases

majiayu000 Bundle

Pragmatic qualitative analysis for interview data in sociology research. Guides you through systematic coding, interpretation, and synthesis with quality checkpoints. Supports theory-informed (Track A) or data-first (Track B) approaches.

majiayu000 Bundle

Write-up support for qualitative interview research in sociology. Guides methods and findings drafting with emphasis on argument-driven narrative, not formulaic quote display.

majiayu000 Bundle

Calculate KDIGO AKI (Acute Kidney Injury) staging for ICU patients in MIMIC-IV using creatinine and urine output criteria. Use for nephrology research, AKI outcome studies, or renal function monitoring.

majiayu000 Bundle

Use when LaTeX documents fail to compile, have undefined references, duplicate labels, or citation errors

majiayu000 Bundle

Personal knowledge base for Shapira family daily life. Use when querying or storing information about hotels, swim meet venues, travel logistics, restaurants, service providers, or any location-based preferences. Triggers on phrases like "remember this hotel", "where did we stay", "next time in [city]", "log this location", or references to past stays/visits.

majiayu000 Bundle

Filter, validate and organize literature search results. LOAD THIS SKILL WHEN: User has search results and needs to "過濾", "篩選", "filter", "選擇文獻" | reviewing search results | narrowing down papers. CAPABILITIES: Relevance filtering, duplicate detection, inclusion/exclusion criteria, Zotero integration.

majiayu000 Bundle

Search and retrieve academic literature from multiple databases. LOAD THIS SKILL WHEN: User says "搜尋文獻", "search literature", "find papers", "PubMed", "學術搜尋" | needs to find research articles | starting literature review. CAPABILITIES: PubMed search, MeSH term expansion, citation metrics, batch retrieval.

majiayu000 Bundle

This skill should be used when users explicitly request academic papers, recent research, most cited research, or scholarly articles about longevity, aging, lifespan extension, or related topics. Triggers on phrases like "find papers on", "latest research about", "most cited studies on", or "academic literature about" in the context of longevity.

majiayu000 Bundle

在對話被 Summarize 壓縮前，主動將詳細記憶外部化到 Memory Bank，避免重要上下文遺失。

majiayu000 Bundle

Use when saving or retrieving important patterns, decisions, and learnings across sessions. Triggers on keywords like "remember", "save pattern", "recall", "memory", "persist", "knowledge base", "learnings".

majiayu000 Bundle

Use when tackling complex features, architectural decisions, or problems requiring careful thought. Enforces research and planning BEFORE implementation to improve design quality.

majiayu000 Bundle

Curated project templates that guide feature-dev Phase 3 questions with research-backed technology choices. Provides standardized options for common project types (SaaS API, ML Service, CLI Tool, Full-Stack). Use when starting new projects or when feature-dev needs structured decision guidance. Do NOT use for existing projects with established stacks - analyze existing code instead.

majiayu000 Bundle

Creates comprehensive prospect profiles and knowledge capsules for sales preparation. Use this skill when researching new prospects, preparing for calls, onboarding to new accounts, or updating prospect intelligence.

majiayu000 Bundle

Extracts and assesses research methodology, claims, evidence, and infrastructure from research papers in HASS disciplines. Evaluates transparency, reproducibility, and credibility through systematic extraction (eight-pass workflow, Pass 0-7) and credibility assessment (research approach classification, quality gating, and repliCATS Seven Signals evaluation adapted for HASS).

majiayu000 Bundle

Research Briefing

majiayu000 Bundle

Execute research experiments using TDD methodology. Pops plans from .claude/plans/research_tasks/, implements with smoke/unit/integration tests, and documents results to results.md. Use when: (1) executing the next experiment from the queue, (2) executing a specific plan by number, (3) running an ad-hoc research idea with TDD.

majiayu000 Bundle

Conducts external research for competitive analysis, standards, and APIs

majiayu000 Bundle

External research workflow for docs, web, APIs - NOT codebase exploration

majiayu000 Bundle

Structured research with sources, findings, and decisions.

majiayu000 Bundle

Research methodology and best practices for finding existing patterns

majiayu000 Bundle

This skill should be used when users request research on topics with compiled results saved to a file. It handles web searches, fetching authoritative sources, synthesizing information, and generating structured reports. Trigger phrases include "research and save", "search and summarize", "compile information about", or requests to investigate topics and save results.

majiayu000 Bundle

Research-driven essay and post creation with thematic synthesis, citation management, and voice calibration. Use when creating Substack/LinkedIn posts, long-form essays synthesizing multiple sources, or publication-grade writing requiring web search, narrative arc, and proper attribution. Triggers include "research and write about [topic]" or "dig into this idea and write."

majiayu000 Bundle

Toolkit for performing deep research on complex topics using multiple AI research providers (OpenAI, Falcon, Perplexity, Consensus). Emphasizes explicit speed vs depth trade-offs.

majiayu000 Bundle

Research methodology for hypothesis testing, evidence evaluation, and verification standards in geoscience research. Use when designing experiments, formulating hypotheses, or evaluating evidence quality.