Research & Search

majiayu000 Bundle

Naming conventions for planning documents in prompts/. Use when creating plans, PRDs, research reports, idea capture or other workflow documents. Triggers on (1) creating new planning documents, (2) naming PRDs or research reports, (3) questions about document organization in prompts/.

majiayu000 Bundle

Convert verified algorithmic research into structured, machine-readable frameworks describing how social media platforms rank, reward, and penalize content. Provides factual, updatable platform rules for strategy agents (social-media, content, brand) to reference when developing or evaluating strategic decisions. Use this skill when needing to extract algorithmic mechanics from research, create posting playbooks, or validate content strategies against current platform rules.

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Conducts general research, summarizes information, compares options, provides insights

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基于 Reddit API 进行深度调研并生成研究报告。支持搜索、获取帖子、评论分析、情感分析等功能

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Use when verifying claims before decisions, fact-checking statements against sources, conducting due diligence on vendor/competitor assertions, evaluating conflicting evidence, triangulating source credibility, assessing research validity for literature reviews, investigating misinformation, rating evidence strength (primary vs secondary), identifying knowledge gaps, or when user mentions "fact-check", "verify this", "is this true", "evaluate sources", "conflicting evidence", or "due diligence".

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Structured deep research methodology for complex technical questions, including source evaluation, synthesis, and comprehensive reporting.

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Use when assembling strategic context - collects and filters research by topic with expiry management to prevent using stale data in decisions

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Formulate research questions using FINER criteria (Feasible, Interesting, Novel, Ethical, Relevant). Use when: (1) Starting new research projects, (2) Refining study scope, (3) Grant proposal development, (4) Ensuring research question quality.

majiayu000 Bundle

Synthesizes research findings into coherent narratives with uncertainty quantification. Use when integrating findings from multiple sources, creating research summaries, drawing conclusions from evidence, or communicating research results. Triggers on phrases like "synthesize", "integrate findings", "what's the conclusion", "summarize research", "overall picture", "bring together".

majiayu000 Bundle

Use this skill when researching how to implement a phase standalone, investigating implementation approaches before planning, or re-researching after planning is complete. Triggers include "research phase", "investigate phase", "how to implement", "research implementation", and "phase research".

majiayu000 Bundle

Performs quick research using web search and synthesis when user asks about unfamiliar topics, new technologies, or needs current information. Activates on questions like 'how does X work', 'what is Y', or when encountering unknown concepts. For deep comprehensive research, suggests knowledge-builder command.

majiayu000 Bundle

Systematic framework for evaluating scholarly and research work based on the ScholarEval methodology. This skill should be used when assessing research papers, evaluating literature reviews, scoring research methodologies, analyzing scientific writing quality, or applying structured evaluation criteria to academic work. Provides comprehensive assessment across multiple dimensions including problem formulation, literature review, methodology, data collection, analysis, results interpretation, and scholarly writing quality.

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Combine findings from parallel intelligence gathering into unified execution plan. Synthesize predictions, web research, deep strategy, and environment observations into optimal approach. Use when multiple intelligence sources need integration before execution.

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Explore ideas, validate concepts, and research broadly across technical, business, and market domains. Use when: (1) User has a new idea to explore, (2) Need to research a topic deeply, (3) Validating feasibility - technical, business, or market, (4) Learning and exploration without necessarily building anything, (5) User says 'research this' or 'explore this idea', (6) Brain dumping early thoughts before formal discussion. Creates research documents in docs/workflow/research/ that may feed into discussion or specification.

majiayu000 Bundle

Generate intelligent content for PARA Obsidian vault templates. Use when asked to create new notes (project, area, resource, task, capture, daily, weekly-review, booking, checklist, itinerary, trip-research), populate template sections with AI-generated content, or understand what fields a template requires before creation.

majiayu000 Bundle

Standard multi-source verification search strategy for moderate complexity research. 2-iteration workflow with source ranking, consensus identification, and citation transparency. Use for feature comparisons, moderate complexity topics, fact-checking. Keywords: compare, differences, features, fact-check, verify, what are.

majiayu000 Bundle

Knowledge base for XBuilder platform, including spx game engine APIs, XGo language syntax, AI interaction features, and game development guidelines. Use this skill when working with XBuilder projects, spx games, or when users need guidance on XGo programming, sprite development, or AI-powered game features.

majiayu000 Bundle

Transform research papers into professional visual schemas. Analyzes paper logic, selects optimal layout patterns, and generates detailed prompts for AI image generation.

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Precise, instant code structure queries for active development — answer 'who depends on this interface before I refactor it', 'how many modules break if I change this', 'what is the real impact radius of this feature change', 'which module is the true high-coupling hotspot in this legacy codebase'. Essential before any interface change, continuous refactoring task, sprint work estimation, or when navigating unfamiliar or large legacy codebases. Requires Python 3.10+ and shell. Use nexus-mapper instead when building a full .nexus-map/ knowledge base.

majiayu000 Bundle

General-purpose research tools index: literature search, plotting, document creation, data analysis, symbolic math. READ THIS when performing non-computation tasks.

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Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cellular, transport protocols, congestion control, routing, scheduling, MAC/PHY, rate adaptation, channel estimation, beamforming, or communication-system research and the user wants papers, related work, a survey, or a landscape summary. Search Zotero, Obsidian, and local paper folders first when available, then search IEEE Xplore, ScienceDirect, ACM Digital Library, and broader web in that order.

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Specialize in vertical short drama knowledge base queries and information retrieval, providing professional knowledge services. Suitable for querying script segments, high-energy plots, creation techniques, commercial operations, and other professional knowledge

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Extract research and education entities from narrative text. Use when analyzing academies, universities, schools, libraries, archives, museums, and research centers.

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Feishu knowledge base navigation. Activate when user mentions knowledge base, wiki, or wiki links.

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Orchestrates the spec workflow via MUX delegation, combining parallel research-to-deliverable orchestration with spec stage-based execution. Triggers on keywords: mux ospec, ospec

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Research VCs, angels, and investors - portfolio, thesis, contact info

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Research software tools via source code, GitHub, web. Use when creating skills, learning new tools, finding undocumented features, or bleeding-edge patterns.

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Capture user feedback as hypothesis-first research using Level 3 diagnostic. Forms theories (not conclusions) from quotes.

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Use when verifying that claims, references, or assertions are grounded in reality rather than fabricated. Triggers: 'does this actually exist', 'is this real', 'did you hallucinate', 'verify these references', 'check if this is fabricated', 'reality check', 'ground truth'. Also invoked as quality gate by roundtable feedback, the Forged workflow, and after deep-research verification.

majiayu000 Bundle

Comprehensive cryptocurrency market research and analysis using specialized AI agents. Analyzes market data, price trends, news sentiment, technical indicators, macro correlations, and investment opportunities. Use when researching cryptocurrencies, analyzing crypto markets, evaluating digital assets, or investigating blockchain projects like Bitcoin, Ethereum, Solana, etc.

majiayu000 Bundle

Coordinate research-focused testing and quality validation with clear constraints, gates, and confidence ceilings.

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Drafts the appellant's opening brief challenging a lower court decision in federal or state appellate courts. Covers issue selection, standard of review framing, record citation, argument structure, and procedural compliance under FRAP 28/32 or state equivalents. Use when preparing an appellant's opening brief, selecting appellate issues, structuring appellate arguments, or demonstrating reversible error on appeal.

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Research the web and upgrade a blog article, product page, or entire content folder — fresh data, actionable advice, user-centric, conversion-driven

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Comprehensive 6-phase research funnel — 8-10 parallel survey agents sweep wide, a synthesizer compiles evidence, deep-dive and adversarial agents run in parallel to elaborate and challenge findings, a final synthesizer reconciles everything, and an integrator maps verified findings to a concrete codebase plan with full traceability

majiayu000 Bundle

Senior scientific author for literature review synthesis with authority to restructure, rewrite, and add analysis across outline creation, introduction framing, and final synthesis

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Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.4 review. Use when the user says "refine my approach", "帮我细化方案", "decompose this problem", "打磨idea", "refine research plan", "细化研究方案", or wants a concrete research method that stays simple, focused, and top-venue ready instead of a vague or overbuilt idea.