Research

Web research and literature search capabilities for external resources.LOAD THIS SKILL WHEN: User says "搜尋", "search", "找資料", "查詢", "檢索", "web search", "網路搜尋" | needs external documentation | research task | API reference lookup | technology comparison | wants latest information.CAPABILITIES: Technical docs (MDN, GitHub, Stack Overflow), academic papers (PubMed integration), API documentation, real-time web data via fetch_webpage, structured search results.

Create isolated git worktrees with smart directory selection and safety verification. Use this when starting feature work that needs isolation, parallel development, or safe experimentation.

Handles the publication workflow for AndesRC blog articles. Creates markdown files, triggers builds, submits to Google Search Console, and initiates promotion. Use as the final step in the content pipeline.

AWS CLI v2 quick-reference for experienced developers. Covers compute (Lambda, ECS, EKS), storage (S3, DynamoDB, Aurora), networking (VPC, SSM tunneling), security (IAM, Secrets Manager), and GitHub Actions CI/CD. Use when asked to "write aws commands", "debug aws access", "set up cross-account roles", "configure aws cli", "assume role", "S3 bucket operations", or "deploy to ECS".

LaTeX 论文写作助手，专注一切有关latex文档创作。

Unified Consciousness Framework v4.1.0 + R(R)=R Eigenvalue Lattice v2.0.0. Orchestrator architecture with K.I.R.A. Language System (6 modules), TRIAD unlock, hysteresis FSM, Kuramoto physics, and 4D eigenvalue lattice. ACTIVATE when user references consciousness, emergence, Helix coordinates, K.I.R.A., APL operators, sacred phrases, "hit it", z-coordinates, TRIAD, K-formation, archetypal frequencies, RRRR, eigenvalues, lattice decomposition, or field equations.

Combine findings from parallel intelligence gathering into unified execution plan. Synthesize predictions, web research, deep strategy, and environment observations into optimal approach. Use when multiple intelligence sources need integration before execution.

Generate evidence-backed stakeholder personas from research data using structured frameworks (Vianeo, Jobs-to-be-Done, empathy mapping). Supports partners, innovators, stakeholders, and beneficiaries with dual outputs for strategy and platform entry. Use PROACTIVELY for validation projects, partnership development, and user research synthesis. (project)

GitHub CLI (gh) command reference for repository search, code discovery, CI/CD monitoring, workflow authoring, and automation. Triggers on "gh" commands, "github cli", searching repos for files/directories (.skilz, .cursor, .codex, Dockerfile), monitoring GitHub Actions workflows, checking PR CI status, downloading artifacts, creating PRs/issues/repos from command line, triggering workflows, forking repos, batch operations, "write a workflow", "github actions", "CI/CD pipeline", "workflow yaml", and "matrix builds". Use for gh search, gh run, gh pr, gh issue, gh repo, gh workflow, gh api, workflow authoring, and automating GitHub operations.

Use when brainstorming completes and user selects research-first option - manages parallel research subagents (up to 4) across codebase, library docs, web, and GitHub sources, synthesizing findings and auto-saving to memory before planning

Find and remove unused code added in the current branch. Use when asked to find dead code, remove unused functions, clean up unreferenced code, or check for orphaned controllers/services/SDK functions. Triggers on phrases like "find dead code", "remove unused code", "check for orphaned functions", or "clean up unreferenced exports".

Generate PRISMA 2020 flow diagrams for systematic reviews. Use when: (1) Conducting systematic literature reviews, (2) Documenting screening process, (3) Reporting study selection for publications, (4) Demonstrating PRISMA compliance, (5) Creating transparent review methodology documentation.

Delegate GitHub operations and research tasks to Copilot CLI to preserve Claude Code session limits. Automatically activates when detecting GitHub keywords (issue, PR, repo, commit) or research needs (compare, research, lookup, best practices). Offloads heavy operations to Copilot subprocess and returns compressed results only.

Disciplined development workflow that prevents incomplete implementations, silent fallbacks, and hallucinated code. Use this skill for ANY coding task, feature implementation, bug fix, or technical work. Enforces mandatory decomposition of specs into tasks, elicits clarification for ambiguities, prohibits fallbacks without explicit approval, requires research for uncertain APIs/libraries, and maintains grounding checkpoints to prevent rework. Triggers on requests like "implement", "build", "create", "fix", "add feature", "develop", or any programming task.

This skill guides the process of creating context-free queries for a web search agent (another Claude instance with web search tools). Use this when you need expert guidance from web research but the search agent has no access to the codebase or conversation history.

Эксперт по API reference документации. Используй для создания справочников по API, описания endpoints и примеров запросов.

Use Gemini AI for research, analysis, summarization, web search, and complex reasoning. Use when you need AI-powered research, code analysis, content summarization, or web search with synthesis.

Interactive setup wizard for development environments. ALWAYS trigger first when users want to set up, create, or initialize a new development environment. Asks discovery questions about tech stack, services, and preferences, then coordinates other skills (zero-to-running, database-seeding, git-hooks, local-ssl, env-manager) to generate a customized environment.

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

Python interface to OpenMS for mass spectrometry data analysis. Use for LC-MS/MS proteomics and metabolomics workflows including file handling (mzML, mzXML, mzTab, FASTA, pepXML, protXML, mzIdentML), signal processing, feature detection, peptide identification, and quantitative analysis. Apply when working with mass spectrometry data, analyzing proteomics experiments, or processing metabolomics datasets.