Research & Search

majiayu000 Bundle

Leverage Perplexity CLI for web research, deep reasoning, and independent validation. Use when you need current/external knowledge, want a second opinion before decisions, or want to delegate complex analytical thinking to specialized reasoning models. Complements (not replaces) standard web tools. Can be invoked directly or spawned as a subagent.

majiayu000 Bundle

Guides intelligent planning strategies with automatic phase detection and complexity assessment. Auto-activates when users mention epic breakdown, feature decomposition, scope estimation, dependency analysis, risk identification, or ask "how do I plan this complex task", "break down this feature", "what's the scope", "estimate effort", "identify dependencies", or "planning strategy". Provides interactive planning mode with 6 planning phases (complexity assessment, scope definition, dependency analysis, risk identification, task breakdown, effort estimation). Works with sequential-thinking for complex decomposition, docs-seeker for research, pm-workflow-guide for command suggestions, and linear-subagent-guide for Linear integration.

majiayu000 Bundle

Pull upcoming Canvas assignments and summarize what is due soon

majiayu000 Bundle

Based on the Recursive Language Models (RLM) research by Zhang, Kraska, and Khattab (2025), this skill provides strategies for handling tasks that exceed comfortable context limits through programmatic decomposition and recursive self-invocation. Triggers on phrases like "analyze all files", "process this large document", "aggregate information from", "search across the codebase", or tasks involving 10+ files or 50k+ tokens.

majiayu000 Bundle

Conduct thorough research with proper citations and source verification for academic and professional content

majiayu000 Bundle

Strategic web research using WebSearch and WebFetch - finds accurate, relevant information with multiple search angles, prioritizes authoritative sources, synthesizes findings with proper attribution.

majiayu000 Bundle

Summarize robotics-related text, research papers, or lecture notes into concise, clear, and structured summaries. Use when user asks to condense or simplify robotics content.

majiayu000 Bundle

Build validated specifications from source material through collaborative refinement. Use when: (1) User asks to create/build a specification from source material, (2) User wants to validate and refine content before planning, (3) Converting source material (discussions, research, requirements) into standalone specifications, (4) User says 'specify this' or 'create a spec', (5) Need to filter hallucinations and enrich gaps before formal planning. Creates specifications in docs/workflow/specification/{topic}.md that can be used to build implementation plans.

majiayu000 Bundle

Identify EMERGING trends by connecting dots across unrelated sources. Monitor niche communities, academic research, GitHub, patents, funding, regulatory changes. Predict what will trend in 3-6 months based on weak signals.

majiayu000 Bundle

Research keywords for Russian/CIS markets using Yandex Wordstat data. Analyzes search volumes, trends over time, and regional distribution. Use when user asks about keyword research, search volumes, trending topics, or what people are searching for in Russia/CIS.

majiayu000 Bundle

Enforce Containment Instrument Brutalism on all UI, rendering, and visualization code. Emotional target — billion-dollar research lab reactor display. Material rule — crude but expensive.

majiayu000 Bundle

Transforms raw research findings into opinionated, actionable brand strategy documents. A strategist's perspective on synthesizing insights into strategic guidance.

majiayu000 Bundle

Builds repeatable deep-research workflows for verified synthesis. Use when producing evidence-backed briefs, comparisons, dossiers, or research pipelines.

majiayu000 Bundle

Distributed systems design and implementation auditor — enforces evidence-backed coordination decisions, citation requirements, invariant tracking, and correctness verification against academic literature, battle-tested systems, and the project's locked architectural decisions

majiayu000 Bundle

Use when ANY code implementation fails twice - STOP coding immediately and research using official docs, source code, or web search. Prevents wasted cycles from guess-and-check coding. Two failures trigger mandatory research.

majiayu000 Bundle

Research competitor pain points from review platforms (G2, Capterra, Reddit) to find wedge opportunities. SaaS/B2B focus. Use for market validation, competitive analysis, or deciding whether to build. Always concludes with brutally honest viability assessment.

majiayu000 Bundle

This skill should be used when initializing a new bioinformatics research project, checking project status, updating project phase, or getting research best practices guidance. Triggered by requests like "initialize project", "check status", "update phase", or "research best practices".

majiayu000 Bundle

De-slot and harmonize paper voice across `sections/*.md` without changing meaning or citation keys. **Trigger**: style harmonizer, de-template stems, remove slot phrases, discourse stems, 写作风格统一, 去槽位句式, 去生成器味. **Use when**: `writer-selfloop` is PASS but `output/WRITER_SELFLOOP_TODO.md` flags Style Smells (e.g., repeated count-based openers), or the draft reads like many sections share the same rhythm. **Skip if**: you need new evidence/citations (route to C3/C4), or you are pre-C2 (NO PROSE). **Network**: none. **Guardrail**: do not invent facts; do not add/remove/move citation keys; do not move citations across subsections; keep claim->evidence anchoring intact.

majiayu000 Bundle

Add items (research objects) to existing research outline.

majiayu000 Bundle

Skills for finding, evaluating, and using information effectively and ethically across print and digital sources. Covers the research process (question formulation, source identification, evaluation, synthesis, citation), digital literacy (search strategies, database navigation, Boolean operators), source evaluation frameworks (CRAAP, SIFT, lateral reading), media literacy (news literacy, algorithmic curation, filter bubbles), ethical use of information (plagiarism, citation, fair use, intellectual property), and reading across multiple sources to build knowledge. Use when conducting research, evaluating sources, navigating digital information environments, teaching research skills, or addressing plagiarism and citation.

majiayu000 Bundle

Find public community language, market signals, launch feedback, and technical discussion across X/Twitter, Bluesky, Hacker News, and other public social sources.

majiayu000 Bundle

Walmart keyword search scraper: input a search keyword and page number, navigate to walmart.com search results, extract paginated product listings with itemId, url, title, brand, image, price, wasPrice, rating, reviewCount, availability, seller info, fulfillmentBadge, classType, and shortDescription. Use when user mentions walmart search, walmart keyword search, search walmart products, scrape walmart search results, walmart search scraper, walmart product search, search items on walmart, walmart search by keyword, walmart product listing, get walmart search data, extract walmart products, walmart search results scraper, walmart shop search, walmart catalog search, walmart product list by keyword, walmart browse by keyword. Also applies to price comparison research on walmart, finding walmart product URLs in bulk, monitoring walmart search rankings, collecting walmart product data by category keyword.

majiayu000 Bundle

Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls. Now with automatic session recovery after /clear.

majiayu000 Bundle

Prepare research outputs for publication with compliance to venue rules, evidence integrity, and confidence ceilings.

majiayu000 Bundle

Writes professional articles about research findings for technology and business audiences

majiayu000 Bundle

Research-brief + claim-record discipline for delegated or AI-assisted research work. Use when starting any substantive research task or long autonomous run (write the brief first), and when reporting results that will support a claim in a paper or decision (produce the claim record). Keeps faster execution from being confused with credible evidence.

majiayu000 Bundle

This skill provides expert guidance on user experience (UX) design, product strategy, user research, and interface optimization. Use this skill when designing new features, improving existing workflows, or making product decisions.

majiayu000 Bundle

Add field definitions to existing research outline.

majiayu000 Bundle

Morning update routine: merge Renovate PRs, rebase local work, apply chezmoi changes

majiayu000 Bundle

Draft a LaTeX research paper from all previous stage outputs

majiayu000 Bundle

Quantum physics simulation library for open quantum systems. Use when studying master equations, Lindblad dynamics, decoherence, quantum optics, or cavity QED. Best for physics research, open system dynamics, and educational simulations. NOT for circuit-based quantum computing—use qiskit, cirq, or pennylane for quantum algorithms and hardware execution.

majiayu000 Bundle

Summarizes WeChat group chat highlights into a structured digest using the local wx-cli binary (https://github.com/jackwener/wx-cli). Generates a normal digest by default; a roast (毒舌) version is opt-in. Maintains per-group history (history.json + history-digests.jsonl) and per-user profiles across runs, with privacy guardrails baked in. Use when the user asks to "总结群聊", "群聊精华", "群聊摘要", "summarize group chat", "group chat digest", mentions a WeChat group name with a time range, says "帮我看看 XX 群最近聊了什么", "XX 群有什么值得看的", or asks to "回溯画像" / "初始化画像" / "backfill profiles". Adds the roast version when the user says "毒舌版", "roast 版", "再来个毒舌的", or similar.

majiayu000 Bundle

Monitor bioRxiv/medRxiv preprints and academic discussions to identify emerging research hotspots before they appear in mainstream journals

majiayu000 Bundle

Google Gemini Deep Research APIを使用して包括的なディープリサーチを実行するスキル。ユーザーが特定のテーマについて深層的な調査、市場分析、技術リサーチ、文献調査等を要求する場合に使用する。

majiayu000 Bundle

Use when interpreting scientific graphs and charts, explaining data visualizations for research presentations, writing figure captions for publications, or analyzing trends in clinical research data. Converts complex visual data into clear, accurate explanations for academic papers, clinical reports, and public presentations.

majiayu000 Bundle

Transform academic research insights into practical workflow optimizations