Research & Search

majiayu000 Bundle

Conduct scoping conversation with user to define research question, key findings, and constraints. Generates scope.md that guides all subsequent steps. Second step of biomedical-science-writer workflow. Requires inventory.md to exist.

majiayu000 Bundle

Review code for common issues. Use when reviewing PRs, suggesting code changes, or when user asks to review code.

majiayu000 Bundle

System update management and version control.

majiayu000 Bundle

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

majiayu000 Bundle

Meta-skill for skill management operations.

majiayu000 Bundle

Deep analysis of an arXiv research paper for inclusion in news digest research deep-dives. Extracts key contributions, methodology, results, limitations, and generates a practitioner-focused summary with potential impacts.

majiayu000 Bundle

Iterative review of research documents using Rule of 5

majiayu000 Bundle

Workflow recovery protocol for resuming workflows after context loss, session interruption, or errors. Handles state reconstruction, artifact recovery, and seamless workflow continuation.

majiayu000 Bundle

End-to-end career support for job seekers at all levels. Optimizes LinkedIn profiles, rewrites CVs for ATS systems, provides interview preparation with cited answers, researches companies and roles, identifies hiring managers and networking opportunities. When Claude needs to optimize LinkedIn profiles, rewrite CVs for ATS, prepare for interviews, research companies and roles, identify hiring managers, or support job applications and career transitions.

majiayu000 Bundle

(builtin) Initialize hierarchical AGENTS.md knowledge base

majiayu000 Bundle

Create a new specification through an adaptive interview process with proactive recommendations and optional research. Use when user says "create spec", "new spec", "generate spec", or wants to start a specification document.

majiayu000 Bundle

Access official US Government records. Currently supports SEC EDGAR (financial filings) and Federal Register (rule changes). Ensures data provenance from .gov domains.

majiayu000 Bundle

Structured investigation of unfamiliar codebases

majiayu000 Bundle

General research coordination and synthesis.

majiayu000 Bundle

Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and writing with quantitative scoring and actionable feedback.

majiayu000 Bundle

Web scraping and data extraction using Bright Data proxy network.

majiayu000 Bundle

Distill context (research, recon, learnings) into evidence-anchored rules routed to automation shapes. Use when a finished artifact should become skills, gates, or beads.

majiayu000 Bundle

Search and discover available skills in the system.

majiayu000 Bundle

Interact with GitHub using the gh CLI for repos, issues, PRs, and actions.

majiayu000 Bundle

Use when current web info needed to avoid broken implementations

majiayu000 Bundle

Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows

majiayu000 Bundle

Standards for professional web research using Plan-and-Solve and Cross-Lingual strategies.

majiayu000 Bundle

Control computer desktop for automation tasks.

majiayu000 Bundle

Comprehensive testing strategies and implementations.

majiayu000 Bundle

Create and edit designs using Canvas API.

majiayu000 Bundle

Professional UI/UX design guidance and patterns.

majiayu000 Bundle

Search and discover skills from registries.

majiayu000 Bundle

Senior-level DevOps practices and infrastructure guidance.

majiayu000 Bundle

Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scientific-schematics and generate-image, deep integration with research-lookup for data gathering, and multi-framework strategic analysis including Porter Five Forces, PESTLE, SWOT, TAM/SAM/SOM, and BCG Matrix.

majiayu000 Bundle

Open source intelligence gathering. USE WHEN OSINT, due diligence, background check, research person, company intel, investigate. SkillSearch('osint') for docs.

majiayu000 Bundle

Integration with Google's NotebookLM for document analysis.

majiayu000 Bundle

Runs multi-source research across GitHub, HN, Reddit, arXiv, and Semantic Scholar. Use when surveying a technical topic across multiple channels.

majiayu000 Bundle

Create phased implementation plans from research findings. Invoke when a task needs an implementation plan.

majiayu000 Bundle

Review code for quality, bugs, and best practices.

majiayu000 Bundle

Captures research insights, decisions, and learnings during development. Use after completing spikes, making architectural decisions, or discovering important patterns. Prompts for context and rationale, stores with embeddings for later semantic retrieval. Do NOT use for trivial notes - this is for significant findings worth surfacing later.

majiayu000 Bundle

Draft publication-ready Theory sections for sociology research. Guides structure, paragraph functions, sentence craft, and calibration based on analysis of 80 Social Problems/Social Forces articles.