Research & Search

majiayu000 Bundle

Design rigorous experiments following best practices. Use when: (1) Planning research studies, (2) Grant proposal development, (3) Pre-registration, (4) Ensuring internal validity, (5) Meeting NIH rigor standards.

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Conducts systematic literature reviews with academic rigor. Use when you need to understand existing research on a topic, identify research gaps, trace the evolution of ideas, or build a comprehensive bibliography. Triggers on phrases like "literature review", "what does research say", "find papers on", "academic sources for", "systematic review of".

majiayu000 Bundle

Compact the conversation context by summarizing what was accomplished and updating CLAUDE.md with any learnings. Use when context is getting long or when transitioning between work sessions.

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Fetch and summarize review feedback and conversation from a GitHub PR (unresolved review threads, review bodies, and PR conversation comments) without making changes. Use when the user asks to "fetch PR comments", "show PR comments", "check PR for unresolved comments", "list review comments", "what comments are on the PR", "show unresolved threads", or "summarize PR feedback".

majiayu000 Bundle

Handle tasks that exceed the context window by decomposing them: size and filter the input, chunk it, run recursive sub-agents on independent parts, verify on small windows, and synthesise programmatically, following the Recursive Language Models (RLM) research by Zhang, Kraska and Khattab (2025). Use when a task spans 10+ files or 50k+ tokens, or when asked to analyze all files, process a large document, aggregate information from many sources, or search across a codebase. Triggers: long context, context rot, large codebase, many files, big document, multi-document, aggregate, summarize everything, codebase-wide, recursive, sub-agents, map-reduce.

majiayu000 Bundle

Use when the user wants to summarize, analyze, or repurpose transcripts from TikTok, Instagram, YouTube, Facebook, X/Twitter, LinkedIn, Rumble, or Reddit video posts. Extracts hooks, claims, quotes, content atoms, themes, and reusable scripts.

majiayu000 Bundle

Facilitates structured brainstorming sessions, conducts comprehensive research, and generates creative solutions using proven frameworks. Trigger keywords - brainstorm, ideate, research, SCAMPER, SWOT, mind map, creative, explore ideas, market research, competitive analysis, innovation, problem solving, feature generation

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Conduct research, synthesize information, and create structured summaries

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Synthesize research findings for OAK planning using the oak.plan-research workflow. Use when consolidating findings from codebase exploration, comparing approaches, or creating research/*.md documents.

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Enforce standard YAML frontmatter on research documents in docs/research/. Use when creating, editing, or promoting research files, when user mentions "research metadata", "research frontmatter", or "research staleness".

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Research Publication

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This skill should be used when the user asks to "plan a feature", "create feature plan", "start planning", "new feature", or wants comprehensive planning with analysis, spec, research, design, and TDD task breakdown.

majiayu000 Bundle

Research-backed implementation planning skill. This skill should be used when the /plan command is executed, when creating implementation plans, roadmaps, or architectural designs, or when tasks have high uncertainty requiring research before coding. Transforms user requests into execution-ready plans (PRP) using R.P.I.V workflow (Research → Plan → Implement → Validate).

majiayu000 Bundle

Apply systematic research methodology for multi-step research, fact-finding, web search, or verification tasks. Use when performing Brave Search, Puppeteer navigation, or synthesizing information from multiple sources.

majiayu000 Bundle

Company due diligence, technology deep-dives, market analysis, and topic exploration for cyber•Fund investment decisions, content creation, and personal projects. Supports 3 intensity levels (quick/standard/deep) for speed-quality tradeoffs.

majiayu000 Bundle

Strategic consultant for hackathons, competitions, and new projects. Provides deep research-driven ideation with multiple differentiated options, feasibility analysis, and strategic recommendations. Use when the user needs creative ideas for challenges, asks "what should I build?", requests project brainstorming, or needs strategic decision-making for competitions with specific criteria.

majiayu000 Bundle

Use when reverse-engineering a binary or firmware — static triage + decompilation (Ghidra/IDA/Binary Ninja), dynamic instrumentation (GDB/Frida 17/angr), anti-reversing & packer bypass, OLLVM/VM deobfuscation, UEFI/BIOS RE & Secure Boot research, patch-diffing for n-days

majiayu000 Bundle

This skill should be used when users need to create Jira tickets for the RD (Research & Development) project. It supports creating features, bugs, and tasks with proper field mapping including assignee, team, sprint, and state. The skill uses Jira CLI commands and provides templates for different ticket types.

majiayu000 Bundle

Use this skill when the user wants an evidence-based research memo, literature review, market/policy/technical landscape, or a multi-source decision brief with citations, trade-offs, and a clear conclusion. Best for tasks that need synthesis across multiple external sources, iterative follow-up research, or a reusable written artifact. Do not use for quick factual lookups, single-source summaries, simple Q&A, summarizing one document the user already provided, plan-only requests where the user explicitly defers the actual research, or when the user wants a short answer with no need for cited evidence (a short but evidence-backed conclusion is still a brief memo, which this skill covers). Chinese trigger examples: "帮我调研", "深度研究", "综述报告", "技术选型分析", "竞品研究", "政策分析".

majiayu000 Bundle

Route commands to appropriate workflows based on task language and status. Invoke when executing /task, /research, /plan, /implement commands.

majiayu000 Bundle

Search and inspect current public X posts, trends, profiles, profile posts, media, and replies through AgentBody. Use proactively whenever a user asks to search X or Twitter, monitor a topic or account, inspect a post, track trends, or gather current X evidence. Prefer this Skill over browser search and built-in web search.

majiayu000 Bundle

Manus-style persistent file-based planning for AI coding agents: keeps task_plan.md, findings.md, and progress.md on disk so work survives context loss and /clear. Use when asked to plan out, break down, or organize a multi-step project, research task, or any work requiring 5+ tool calls. Supports automatic session recovery after /clear.

majiayu000 Bundle

Use when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable.

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

Help with paper references using paperpipe (papi). Use when user asks about papers, wants to verify code against a paper, needs paper context for implementation, or asks about equations/methods from literature.

majiayu000 Bundle

Resuma ou extraia textos/transcrições de URLs, podcasts e arquivos locais (ótima alternativa para "transcreva este YouTube/vídeo").

majiayu000 Bundle

Creates, replans, or appends 5-10 Stories per Epic with standards research and multi-epic routing. Use when Epic needs Story decomposition.

majiayu000 Bundle

RICE-scores Stories with market research and generates prioritization table. Use when Stories need business priority ranking for sprint planning.

majiayu000 Bundle

Analyze a collection of documents to build a knowledge map, identify themes, find gaps, duplicates, conflicts, and staleness, then produce an organized analysis with improvement recommendations. Designed for document ecosystems (cross-repo docs, research collections, mixed-format doc repos) where the challenge is understanding the landscape, not auditing against code.

majiayu000 Bundle

Find authoritative answers from official docs, RFCs, standards, and academic sources — never from blogs or opinions

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Conduct comprehensive UX research to understand user needs and inform design decisions. Use for: user interviews, usability testing, surveys, field studies, persona creation, journey mapping, research synthesis, and data-driven design validation.

majiayu000 Bundle

Summarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for "transcribe this YouTube/video").

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Coordinates academic research workflow - delegates analysis, correlation, writing, and review tasks to specialist agents

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Orchestrate multi-phase deep research with web search, memory retrieval, pattern matching, and synthesis into structured findings

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Deep codebase exploration with multi-angle analysis for Codex agents. Output: .agents/research/*.md. Triggers: "research", "investigate", "explore codebase", "how does X work".

majiayu000 Bundle

Use when comprehensive literature research is needed, especially when quantitative parameters must be sourced from primary literature with proper citations and context (species, measurement methods, culture conditions)