Research & Search

majiayu000 Bundle

Conduct pure research for YouTube video topics by analyzing competitors, identifying content gaps, and documenting strategic insights. Use when you need to research a video topic before planning. Produces concise, insight-focused research documents that identify the biggest opportunities for video performance.

majiayu000 Bundle

Deep enterprise brainstorming that turns vibe-coded ideas into Technical Design Documents. Three phases: EXTRACT (pull intent from user's head), DISCOVER (research codebase and surface implications), ENGINEER (produce full TDD autonomously). Use when starting any feature, system, or significant change. The user describes what they want — you deliver the engineering.

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Verify each generated claim against provided sources, enforce inline citations, and prune unsupported text. Use when outputs must be strictly grounded.

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Domain knowledge for AI adoption measurement, psychometric instrument development, and appropriate reliance research

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Search and surface docs, create/update pages for FAQs

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Defines stage-specific research contract for subagent evidence reading and handoff behavior. Use when researcher subagent stage rules are needed.

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Generate research and planning prompts for epic workflows using isolated sub-agents.

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Conduct comprehensive market research and competitive analysis to validate the problem and understand the market landscape. Use when user asks to conduct market research, validate market, analyze competitors, or start Stage 1 after init-ideas.

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Best practices for command definition files - size targets, declarative template, anti-patterns, and canonical examples based on research evidence

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Comprehensive equity research snapshot — integrates analyst consensus estimates, company fundamentals (revenue / profit / valuation), 60-day price history, and recent major news to produce an investment research snapshot similar to a sell-side equity research brief. Triggers: "股票研究", "个股分析", "研究报告", "个股快照", "综合分析", "股票调研", "股票深度", "個股分析", "研究報告", "個股快照", "綜合分析", "股票研究", "stock research", "equity research", "stock analysis", "research snapshot", "investment brief", "stock deep dive", "comprehensive analysis", "NVDA research", "700.HK analysis".

majiayu000 Bundle

Conduct deep research using Pokee AI's Deep Research API. Generates comprehensive, structured research reports with outlines and detailed writeups. Use when the user needs thorough research, competitive analysis, market research, academic research, or any topic requiring detailed investigation. Takes 7-25 minutes per query and produces publication-quality reports.

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Research specialization domains, compile references, analyze best practices, and gather comprehensive knowledge for new specialization creation.

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Summarize the current conversation and implementation into a durable lessons note saved under the project's lessons directory. Use when the user asks to capture lessons learned, save takeaways, record gotchas, write a retrospective, preserve decisions or fixes from the current session, or update a lessons log. Resolve the destination by reading AGENTS.md or CLAUDE.md for an explicit lessons path; if none is declared, prefer `.agents/lessons/`, then `.claude/lessons/`.

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Safely remove intermediate files from completed research sessions while preserving important data

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Codebase research specialist for PM task assignment. Use proactively before assigning tasks to understand existing patterns, dependencies, and implementation approaches.

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Analyze narrative structures, character arcs, and genre conventions in reality television for academic research and content analysis. Use when studying reality TV editing patterns, mapping contestant storylines, analyzing producer manipulation techniques, comparing show formats, or writing about unscripted television. Triggers on reality TV analysis, unscripted television research, character arc mapping, or genre convention studies.

majiayu000 Bundle

Access COSMIC cancer mutation database. Query somatic mutations, Cancer Gene Census, mutational signatures, gene fusions, for cancer research and precision oncology. Requires authentication.

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Find and document external code patterns from public sources. Use when user mentions 'find examples', 'scout patterns', 'research implementations', or starting new feature without precedent.

majiayu000 Bundle

Replace generic sales pitches with data-driven research reports that analyze a prospect's internal performance against competitors. Use this when targeting high-level executives (C-suite/VP) or attempting to break into "ungettable" enterprise accounts during budget freezes or market downturns.

majiayu000 Bundle

Searches the web, researches topics online, finds current information using Gemini with Google Search grounding. Use when user asks to search the web, research information, find sources, look up current events, technology updates, or gather real-time data from the internet. Do not use for local file analysis or code execution.

majiayu000 Bundle

Filter and match postdoctoral fellowship opportunities based on applicant nationality, years since PhD, and research field from a curated database.

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**Google NotebookLM 客户端**。支持管理笔记本、上传来源(网页/PDF/YouTube)、提问、生成播客/视频。

majiayu000 Bundle

In Codex interactive mode, call delegate_autopilot automatically for multi-step or cross-cutting requests (including research-only), otherwise work normally.

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Launch a research team (Fetcher + BrainStorm + specialist) for deep investigation

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Search the web and extract content using Exa AI. Use when searching for current information, researching topics, fetching content from URLs, or finding code examples. Also use for competitive research, finding similar pages, or extracting structured content.

majiayu000 Bundle

Factor research framework for evaluating single-factor effectiveness across A-shares, HK, and US stocks — information coefficient (IC), information ratio (IR), decile portfolio backtests, and IC decay (serial autocorrelation). Triggers: "因子研究", "IC分析", "信息比率", "分层回测", "因子有效性", "单因子测试", "因子衰减", "因子评估", "IC分析", "信息比率", "分層回測", "因子有效性", "單因子測試", "factor research", "information coefficient", "IC", "IR information ratio", "factor backtest", "decile portfolio", "factor decay", "factor effectiveness".

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This skill should be used when conducting comprehensive codebase research to answer questions, understand architecture, or prepare context for implementation planning. It spawns parallel sub-agents and synthesizes findings into a structured research document.

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Automatic history search — checks past sessions before web research, planning, and debugging, siblings deepen coverage

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Phase 1.5/2.5 of disciplined development. Evaluates document quality using the KLS (Krogstie-Lindland-Sindre) 6-dimension framework. Produces structured ratings, identifies gaps, suggests specific revisions, and blocks phase transitions when quality is below threshold. Applies to Phase 1 research docs and Phase 2 design docs.

majiayu000 Bundle

Use when formulating clinical research questions (PICOT framework), evaluating health evidence quality (study design hierarchy, bias assessment, GRADE), prioritizing patient-important outcomes, conducting systematic reviews or meta-analyses, creating evidence summaries for guidelines, assessing regulatory evidence, or when user mentions clinical trials, evidence-based medicine, health research methodology, systematic reviews, research protocols, or study quality assessment.

majiayu000 Bundle

Skill for initiating new disorder YAML files in the dismech knowledge base. Use this skill when the user asks to create a new disorder entry. Also useful for enhancing existing entries.

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Orchestrate comprehensive TODAS research for novel/emerging domains (1-7 subagents adaptive). Specializes in unprecedented topics, post-training data, and emerging technologies. Uses adaptive depth-ba

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Research current best practices for any technology, pattern, or coding standard. Use when asking about best practices, conventions, coding standards, recommended approaches, or how should I questions. Searches local knowledge first, then web for 2024-2026 sources. Evaluates if findings warrant a reusable skill.

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Generate professional, evidence-backed research reports for crypto projects.

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Comprehensive manuscript review covering argument structure, technical methodology, citation completeness, and potential referee objections

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[10] INIT. Session-start routine for this project. Use when beginning a new session or onboarding to this repo to load AGENTS.md, MEMORY.md and core project context (README), then summarize context and confirm readiness.