Research & Search

majiayu000 Bundle

ChatGPT-style deep research strategy with problem decomposition, multi-query generation (3-5 variations per sub-question), evidence synthesis with source ranking, numbered citations, and iterative refinement. Use for complex architecture decisions, multi-domain synthesis, strategic comparisons, technology selection. Keywords: architecture, integration, best practices, strategy, recommendations, comparison.

majiayu000 Bundle

Extract wisdom, insights, and actionable takeaways from YouTube videos. Use when asked to analyse, summarise, or extract key learnings from YouTube content. Downloads video transcripts, performs analysis including summarisation, extracts key insights, notable quotes, structured summaries, and actionable takeaways.

majiayu000 Bundle

Systematic architecture analysis following Understand → Research → Specify → Decompose → Plan workflow. Use for system design, solution evaluation, build vs buy decisions, and task decomposition. Activate when users say "design", "architect", "break down", "best approach", or "should I build".

majiayu000 Bundle

Create professional infographics using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review. Integrates research-lookup and web search for accurate data. Supports 10 infographic types, 8 industry styles, and colorblind-safe palettes.

majiayu000 Bundle

Update existing implementation plans through user feedback with thorough research and validation. This skill should be used when iterating on implementation plans, updating plans based on new requirements, refining technical approaches in existing plans, or when the user wants to modify a previously created plan file. Triggers on requests like "update the plan", "change the implementation approach", "iterate on this plan", or when feedback is provided about an existing plan document.

majiayu000 Bundle

Ingest external sources into the knowledge bank through interactive study or quick filing. Two modes — Quick (summarize → file) and Study (theme-by-theme deep dive with online research and personal notes → multi-layer KB output → optional blog/slack synthesis). Triggers on "ingest this", "study this article", "add to knowledge bank", "learn from this", "process this article", "take notes on this", "what are the key takeaways", "break this down for me", or when user provides external reference material for long-term retention. Also use when user says "let's go through this", wants to deeply engage with a source document, or shares an article/gist/doc and asks about its content.

majiayu000 Bundle

Safely write and link knowledge to the kb/** directory. Use when storing customer insights, patterns, or durable knowledge extracted from meetings, CRM, or research.

majiayu000 Bundle

Autonomous development ritual with role-based coordination. Loops until complete using specialized agents (hotṛ→research, adhvaryu→implement, udgātṛ→test).

majiayu000 Bundle

Write a one-page briefing note that gets a busy principal up to speed fast. Use when asked to brief a minister/executive/official, prepare a briefing note or read-ahead, or summarize an issue for a decision or meeting. Produces a tight, single-page note: purpose, background, key facts/considerations, and a recommendation or the decision sought — scannable in two minutes.

majiayu000 Bundle

Your team's shared, AI-ready knowledge base — people, companies, meetings, SOPs, and decisions structured so Claude can answer questions on your team's behalf. Team-scope sibling to second-brain (which is personal-scope). Seven modes — capture (drop something into the right structured dir), compile (process into wiki pages, update INDEX.md), query (answer from the corpus with trust weighting, save to outputs/), review (triage queue — verify / deprecate / supersede unreviewed and stale captures so wrong info never becomes context), lint (orphans / stale / contradictions / gaps), connect (suggest new wikilinks), search (quick lookup). Structured raw dirs (people/, companies/, meetings/, sops/, decisions/, customer-language/, recurring-questions/, sales-objections/) instead of second-brain's flat type-prefixed raw/. Multi-author aware — every capture stamps author + timestamp + trust status. Optional auto-sync from Fathom/Gong/Granola call transcripts, Slack/email exports, CRM. Defaults to a vault at ${COMPANY_B

majiayu000 Bundle

Build a candidate's research brief on a company before an application or interview. Use when asked to research a company for a job, prep a company brief before an interview, or understand a prospective employer fast. Produces a one-page brief — what they do & how they make money, recent news & trajectory, product & competitors, likely challenges, culture signals, and smart questions to ask.

majiayu000 Bundle

[Planning] Start a new project from scratch with full waterfall inception — idea, research, domain modeling, tech stack, and implementation plan

majiayu000 Bundle

Use this skill if /track:init is called OR you notice the project contains tracking files (CLAUDE_SOURCES.md or CLAUDE_PROMPTS.md). Automatically tracks research sources and major prompts when enabled. Checks ./.claude/.ref-autotrack marker file for activation status and ./.claude/.ref-config for verbosity settings. Appends to CLAUDE_SOURCES.md (WebSearch/WebFetch) and CLAUDE_PROMPTS.md (major requests) using [User]/[Claude] attribution.

majiayu000 Bundle

核心进化技能。在开发结束时调用，自动分析对话历史，将“项目进化资产”沉淀到 EVOLVE.md，并将平台特有的 AI 行为教训写入 CLAUDE.md / GEMINI.md / AGENTS.md / CURSOR.md，实现可审计、可复用的持续进化。触发词："总结经验"、"进化"、"evolve"、"复盘"、"summarize lessons"、"retrospective"、"postmortem"。不适用于仅完成简单查询、单文件小改动或未产生可沉淀资产的场景。

majiayu000 Bundle

Gathers knowledge from web and files, cross-references across multiple sources, and produces cited research documents. Use when investigating technologies, patterns, or decisions that need evidence backing.

majiayu000 Bundle

This skill should be used when performing web research beyond a simple single search -- looking into topics, comparing options, investigating questions, finding recommendations, or any task where effective use of Exa, Firecrawl, and Reddit tools matters. Triggers on "research", "look into", "investigate", "compare", "find out about", "search for", "find information", "what do people think about", "what are the best", "look up", or multi-source search tasks. Also invocable explicitly by deep-research team members via the Skill tool.

majiayu000 Bundle

Search and analyze the vault knowledge base. Query learnings by type, status, tags, or pattern-key. Show promotion candidates and recurring patterns.

majiayu000 Bundle

Web search, AI answers, content extraction, and async deep research

majiayu000 Bundle

Pre-publish validation and checklist for blog posts. Runs automated checks, optional research, and final review before publishing. Trigger phrases: "publish", "ship it", "ready to publish", "go live", "pre-publish", "publish post"

majiayu000 Bundle

Execute ad-hoc database queries to explore the book's knowledge base using natural language questions that translate to semantic search, graph traversal, timeline queries, or hybrid queries

majiayu000 Bundle

Format citations and bibliographies in multiple academic styles (APA, IEEE, Chicago, Harvard, MLA, Nature, Science). Use when: (1) Converting between citation styles for different journals, (2) Cleaning and standardizing bibliography entries, (3) Validating citation formatting before submission, (4) Generating properly formatted reference lists, (5) Checking citation consistency across manuscripts.

majiayu000 Bundle

Deep learning-based variant calling from long reads using Clair3 for SNPs and small indels. Use when calling germline variants from ONT or PacBio alignments, particularly when high accuracy is needed for clinical or research applications.

majiayu000 Bundle

Deep research and information gathering specialist for thorough investigation, pattern analysis, and knowledge synthesis

majiayu000 Bundle

Gap detection and knowledge mapping techniques for comparing BRD requirements against corpus coverage. Includes SurrealQL queries for analyzing sources, entities, and topic coverage, plus prioritization frameworks for research task generation.

majiayu000 Bundle

Develop causal diagrams (DAGs) from social-science research questions and literature, then render publication-ready figures using Mermaid, R, or Python.

majiayu000 Bundle

Use when extracting structured data from medical research PDFs, parsing study characteristics, patient demographics, outcomes, and results. Invoke for systematic review data collection from papers.

majiayu000 Bundle

Creates conceptual designs that illustrate design strategy and approach. Leverages research insights and design briefs to develop UI concepts, mood boards, and interactive prototypes. Translates strategic direction into visual design explorations that communicate intent and gather feedback.

majiayu000 Bundle

Conduct research and create design documents before implementation. Use when analyzing requirements, exploring solutions, creating architecture designs, or investigating codebase patterns. Invoked by: "research", "design", "analyze", "investigate", "explore codebase".

majiayu000 Bundle

Create properly formatted documents for the knowledge base. Use when creating tasks, projects, bookmarks, companies, meetings, people, or research entries. Provides templates, frontmatter schemas, and management guidelines for each document type in the Database system.

majiayu000 Bundle

Effect-TS specialized research via deepwiki and submodules. Query Effect-TS/effect, tim-smart/effect-atom for verified patterns. Enforces grounded verification before implementation.

majiayu000 Bundle

Enhance book notes with Blinkist-style summaries. Use when asked to "enhance notes", "improve book notes", "add key insights", "expand notes", or "make notes better". Adds Core Message, Key Insights, Notable Quotes, and Who Should Read sections via parallel web research.

majiayu000 Bundle

Use Gemini CLI for research with Google Search grounding and 1M token context

majiayu000 Bundle

Code investigation knowledge base. Covers code history tracking, issue introduction analysis, root cause diagnosis.

majiayu000 Bundle

Provide accurate, evidence-based answers by referencing sources from documents, textbooks, or research papers. Use when user asks for factual or source-backed responses.

majiayu000 Bundle

Guide selection and interpretation of statistical hypothesis tests. Use when: (1) Choosing appropriate test for research data, (2) Checking assumptions before analysis, (3) Interpreting test results correctly, (4) Reporting statistical findings, (5) Troubleshooting assumption violations.

majiayu000 Bundle

Deep domain research and expertise synthesis across industries, combining academic research, market intelligence, and practitioner knowledge