Research & Search

majiayu000 Bundle

This skill should be used when the user asks to "identify core need", "clarify requirements", "extract user intent", "validate distinctions", or when starting any research or analysis task that requires understanding what the user actually needs before proceeding.

majiayu000 Bundle

Write article introductions and conclusions for sociology interview research. Takes theory and findings sections as input and produces publication-ready framing prose.

majiayu000 Bundle

Apply when conducting deep research on technologies, APIs, frameworks, or other software development topics requiring systematic investigation

majiayu000 Bundle

Categorize extracted information into the appropriate knowledge base subdirectory (tasks, definitions, wiki, project-status, people, jira-drafts). Use when organizing extractions into the knowledge base.

majiayu000 Bundle

Trigger native web search. Use when you need quick internet research with concise summaries and full source URLs.

majiayu000 Bundle

Evaluate a research source from report_notes, understand its purpose, and create a Linear issue.

majiayu000 Bundle

This skill should be used when the user asks to "brainstorm research ideas", "use 5W1H framework", "identify research gaps", "conduct gap analysis", "start research project", "conduct literature review", "define research question", "select research method", "plan research", or mentions research project initiation phase. Provides comprehensive guidance for research startup workflow from idea generation to planning.

majiayu000 Bundle

Expertise in reviewing technical research for objectivity, evidence, and completeness. Use to ensure the "Documentarian" standard is met.

majiayu000 Bundle

Analyst Relations enables managing relationships with industry analysts, briefings, and research reports. This capability is essential for building market credibility, influencing analyst reports, sup

majiayu000 Bundle

Use when a debugging session, research, or investigation yields non-obvious findings worth preserving for future sessions.

majiayu000 Bundle

Elaborate and expand user input into structured idea documents in .spec/ideas/. Takes rough thoughts, researches patterns, surfaces trade-offs and open questions. WHEN: /brainstorm, brainstorm idea, new idea, capture idea, explore concept, elaborate on, think about, research idea. DO NOT USE FOR: writing specs (use specify), creating plans (use plan), checking implementation (use check).

majiayu000 Bundle

Generate an AI-synthesised summary of your GitHub activity (issues, PRs, commits) for a specified organisation and time period. Creates a natural language narrative with inline URL references. Use when user wants to summarise their work, review their contributions, or generate a work log.

majiayu000 Bundle

This skill should be used when the user asks to "创建大纲", "outline", "文章结构规划", "plan article structure", or needs help structuring their content before writing. Provides collaborative outline creation with interactive questioning and research gap identification.

majiayu000 Bundle

Brainstorming and research automation specialist

majiayu000 Bundle

Selects the appropriate quasi-experimental method (DiD, ITS, SC) based on data structure and research questions. Use when the user is unsure which method to apply.

majiayu000 Bundle

Ericsson LTE/NR RAN feature knowledge base: 593 features, 9432 parameters, 3368 counters, 752 MO classes, 199 KPIs, 118 technical documents, 49 releases. Query by: acronym (IFLB, DUAC, MCPC, ANR, MSM, CA, DRX), FAJ/CXC codes, parameter names (lbTpNonQualFraction, sleepMode, mimoMode), counter patterns (pmLbEval, pmMimo, pmHo), MO classes (EUtranCellFDD, NRCellDU, MimoSleepFunction), document type (hardware, troubleshooting, configuration, installation, safety). Feature domains: Carrier Aggregation (89) - inter/intra-band CA, UL/DL CA, NR-DC; Radio Resource Management (64) - load balancing, admission control, scheduling, congestion; NR/5G (57) - NSA/SA, EN-DC, DSS, NR carrier config; Transport (52) - fronthaul, backhaul, X2/Xn/S1/NG interfaces, Ethernet; MIMO & Antenna (40) - massive MIMO, beamforming, TM modes, antenna config; Mobility (36) - handover, ANR, neighbor relations, RRC state transitions; Energy Saving (29) - cell/MIMO sleep, micro sleep TX, power control; Coverage & Capacity (28) - cell config, se

majiayu000 Bundle

Parallelizes codebase exploration and research by launching multiple subagents simultaneously. Use when exploring codebases, researching questions, investigating bugs, gathering context from multiple sources, or any task requiring search across multiple files, patterns, or directories. Triggers on research, exploration, debugging, "why does this happen", "how does X work", or multi-file investigation.

majiayu000 Bundle

Extract and summarize test failures from logs. Use to quickly understand what tests failed and why.

majiayu000 Bundle

User research: personas, user interviews, jobs-to-be-done, pain point research.

majiayu000 Bundle

Guide iterative specification and CDC (Cahier Des Charges) creation through deep questioning, context analysis, and proactive proposals. Use this skill BEFORE feature-research to clarify requirements, identify prerequisites, define scope, and document complete specifications. Triggers when starting a new feature, task, bug fix, or refactoring and requirements need clarification.

majiayu000 Bundle

Analyzes GitHub repository data to generate comprehensive research reports about stars, popularity trends, and comparative insights

majiayu000 Bundle

Research and explain GPU-driven rendering techniques, find academic papers on graphics algorithms (APV, Spherical Harmonics, BVH), explain complex rendering concepts, and bridge theory to wgpu implementation for your learning project

majiayu000 Bundle

Write compelling grant proposals for academic research, creative projects, and nonprofit initiatives. Covers federal (NSF, NEA, NEH), foundation, and institutional grants with attention to narrative, budget justification, and review criteria. Triggers on grant writing, funding proposals, research funding, or fellowship applications.

majiayu000 Bundle

Use when building, creating, or adding functionality. Triggers: "implement X", "build Y", "add feature Z", "create X", "start a new project", "Would be great to...", "I want to...", "We need...", "Can we add...", "Let's add...". Also for: new projects, repos, templates, greenfield development. NOT for: bug fixes, pure research, or questions about existing code.

majiayu000 Bundle

Prepare for job interviews across formats—behavioral, technical, portfolio reviews, and negotiations. STAR/CAR frameworks for stories, common question patterns, research strategies, and follow-up templates. Triggers on interview prep, job interviews, behavioral questions, or salary negotiation requests.

majiayu000 Bundle

Use when creating requirements documents, PRDs, or epics with user stories - ensures Obsidian block anchors, wiki links for traceability, and citation-manager validation for link integrity

majiayu000 Bundle

UK legal research using the Lex API. Search UK legislation, case law, and legal provisions. Use when researching UK law, finding legal precedents, analysing statutory instruments, or grounding responses in authoritative legal sources.

majiayu000 Bundle

Smart backward and forward citation following via Semantic Scholar, with relevance filtering and deduplication

majiayu000 Bundle

Processes BlackBelt coaching call transcripts and generates Basecamp-ready summaries. Use when "process meeting transcripts", "summarize BlackBelt meetings", "check for new transcripts".

majiayu000 Bundle

Assists researchers with Institutional Review Board (IRB) application tasks, including drafting informed consent documents, reviewing research protocols for compliance, generating application forms, and preparing submission checklists. Use when the user mentions IRB, Institutional Review Board, research ethics, human subjects research, protocol review, informed consent, or needs help preparing or reviewing an IRB application or submission.

majiayu000 Bundle

Scaffolding academic research projects and refactoring existing ones for Alex-assisted workflows

majiayu000 Bundle

Search for relevant human medical research that may inform veterinary clinical decisions when veterinary-specific evidence is lacking. Use when no species-specific evidence exists and cross-species extrapolation is considered.

majiayu000 Bundle

Generate NGM Commons directory listings using a three-lens analytical framework (Mechanistic, Literature, KB Cross-Reference) with RALPH-style iterative quality gates.

majiayu000 Bundle

This skill should be used when the user asks about Central Station threads, community discussions, support questions, feature requests, or wants to search Railway's community knowledge base. Use for queries like "search central station", "find threads about", "what are people asking about", "recent support threads", or "central station topics".

majiayu000 Bundle

Scan closed-lost HubSpot deals, research trigger events that occurred since the loss date, score revival potential, and generate re-engagement outreach for the highest-potential opportunities.

majiayu000 Bundle

プロジェクト プロジェクトの docs/research/で競合分析と市場トレンドをスキャンして未定義機能候補を発見し docs/features/candidates/market/に生成するスキル。 "競合機能分析", "未定義機能探し", "機能ギャップ分析", "市場トレンドスキャン", "新機能候補" などの要求でトリガーされる。 候補管理サブコマンド: --accept, --reject, --defer, --list, --merge, --triage で候補状態を構造的に管理する。--force フラグで状態検証をバイパスした強制遷移をサポート。