simple-research

Plugin simple-research from marketplace zeero-dotfiles in zeero/dotfiles. Commands read from the repo's manifest — 14 days ago.

Skills (59)

• algorithmic-art

  Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avo

• api-design

  Use when designing or modifying any API endpoint, before writing handler code - contract-first approach covering resource modeling, URL design, schema conventions, versioning, and authentication that ensures the interface is right before implementation begins | APIエンドポイントの設計や変更時、ハンドラーコードを書く前に使用 - リソ

• architecture-decision-records

  Use when making any significant architectural decision - framework selection, infrastructure change, API design choice, database selection, pattern adoption - to record the decision in MADR format with full context, alternatives, and rationale so future engineers understand WHY | 重要なアーキテクチャ上の意思決定（フレ

• artifacts-builder

  Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts. | モダンなフロントエ

• ask-questions-if-underspecified

  Clarify requirements before implementing. Use when serious doubts arise.

• audit-context-building

  Enables ultra-granular, line-by-line code analysis to build deep architectural context before vulnerability or bug finding.

• brainstorming

  Use when creating or developing anything, before writing code or implementation plans - refines rough ideas into fully-formed designs through structured Socratic questioning, alternative exploration, and incremental validation | コードや実装計画を書く前に、何かを作成・開発する際に使用 - 体系的なソクラテス式の問いかけ、代替案の探索、段階的な検証を通じて、粗いアイデア

• brand-guidelines

  Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.

• canvas-design

  Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.

• claude-in-chrome-troubleshooting

  Diagnose and fix Claude in Chrome MCP extension connectivity issues. Use when mcp__claude-in-chrome__* tools fail, return "Browser extension is not connected", or behave erratically.

• constant-time-analysis

  Detects timing side-channel vulnerabilities in cryptographic code. Use when implementing or reviewing crypto code, encountering division on secrets, secret-dependent branches, or constant-time programming questions in C, C++, Go, Rust, Swift, Java, Kotlin, C#, PHP, JavaScript, TypeScript, Python, or

• daily-report

  GitHub、Google Calendar、Gmail、Notion、ローカル Git の日次アクティビティを取得し、Obsidian Daily Note の Memo セクションに作業ログとして書き出す。ユーザーが「今日の作業まとめ」「daily report」「作業ログ」「/daily-report」と言ったときに使用する。

• data-pipeline-engineering

  Use when building or modifying any data pipeline, before writing transformation logic - idempotent-first approach covering schema design, quality checks, incremental loads, CDC, and observability that ensures every step is repeatable and verifiable | データパイプラインの構築や変更時、変換ロジックを書く前に使用 - スキーマ設計、品質チェック、増分

• debug-buttercup

  Debugs the Buttercup CRS (Cyber Reasoning System) running on Kubernetes. Use when diagnosing pod crashes, restart loops, Redis failures, resource pressure, disk saturation, DinD issues, or any service misbehavior in the crs namespace. Covers triage, log analysis, queue inspection, and common failure

• deep-research

  Conduct comprehensive, multi-source research on any topic using web search, documentation lookup, and critical analysis. This skill should be used when users request thorough investigation, deep research, or comprehensive analysis of topics including but not limited to AI systems, technology trends,

• defense-in-depth

  Use when invalid data causes failures deep in execution, requiring validation at multiple system layers - validates at every layer data passes through to make bugs structurally impossible | 無効なデータが実行の深い部分で障害を引き起こす場合、複数のシステム層での検証が必要な際に使用 - データが通過するすべての層で検証し、バグを構造的に不可能にする

• devcontainer-setup

  Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes. Use when adding devcontainer support to a project, setting up isolated development environments, or configuring sandboxed Claude Code workspaces.

• devops-infrastructure

  Use when provisioning infrastructure, building containers, configuring CI/CD, or deploying services - ensures all infrastructure is codified, versioned, and reviewable with repeatable deployment strategies and proper secrets management | インフラのプロビジョニング、コンテナのビルド、CI/CDの構成、サービスのデプロイ時に使用 - すべてのインフラがコード化、

• differential-review

  Performs security-focused differential review of code changes (PRs, commits, diffs). Adapts analysis depth to codebase size, uses git history for context, calculates blast radius, checks test coverage, and generates comprehensive markdown reports. Automatically detects and prevents security regressi

• doc-coauthoring

  Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc

• documentation-generation

  Use when generating or overhauling technical documentation - README files, API references, architecture docs, onboarding guides, changelogs - following documentation-as-code principles where docs live next to code, describe intent and contracts, and never duplicate what the code already says | 技術文書の

• docx

  Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of \"Word doc\", \"word document\", \".docx\", or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or let

• dwarf-expert

  Provides expertise for analyzing DWARF debug files and understanding the DWARF debug format/standard (v3-v5). Triggers when understanding DWARF information, interacting with DWARF files, answering DWARF-related questions, or working with code that parses DWARF data.

• entry-point-analyzer

  Analyzes smart contract codebases to identify state-changing entry points for security auditing. Detects externally callable functions that modify state, categorizes them by access level (public, admin, role-restricted, contract-only), and generates structured audit reports. Excludes view/pure/read-

• executing-plans

  Use when partner provides a complete implementation plan to execute in controlled batches with review checkpoints - loads plan, reviews critically, executes tasks in batches, reports for review between batches | パートナーが完全な実装計画を提供し、レビューチェックポイント付きで制御されたバッチで実行する際に使用 - 計画を読み込み、批判的にレビューし、タスクをバッチで実行し、バッチ間で

• firebase-apk-scanner

  Scans Android APKs for Firebase security misconfigurations including open databases, storage buckets, authentication issues, and exposed cloud functions. Use when analyzing APK files for Firebase vulnerabilities, performing mobile app security audits, or testing Firebase endpoint security. For autho

• frontend-design

  Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautify

• git-cleanup

  Safely analyzes and cleans up local git branches and worktrees by categorizing them as merged, squash-merged, superseded, or active work.

• insecure-defaults

  Detects fail-open insecure defaults (hardcoded secrets, weak auth, permissive security) that allow apps to run insecurely in production. Use when auditing security, reviewing config management, or analyzing environment variable handling.

• internal-comms

  A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident rep

• mcp-builder

  Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK). | 適切に設計されたツールを通じてLLMが外

• modern-python

  Configures Python projects with modern tooling (uv, ruff, ty). Use when creating projects, writing standalone scripts, or migrating from pip/Poetry/mypy/black.

• multi-agent-orchestration

  Use when work can be decomposed into independent, parallelizable tasks - Planner/Worker/Judge pattern for spawning subagents with bounded scope, clear acceptance criteria, and quality gates before merging results | 作業を独立した並列化可能なタスクに分解できる場合に使用 - 境界付きスコープ、明確な受け入れ基準、マージ前の品質ゲートを持つサブエージェント生成のためのPlanner/W

• pdf

  Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, ext

• performance-profiling

  Use when investigating performance issues, before attempting any optimization - four-phase methodology (baseline measurement, bottleneck profiling, complexity analysis, targeted optimization) that ensures data-driven decisions over gut-feel tuning | パフォーマンスの問題を調査する際、最適化を試みる前に使用 - 4フェーズ手法（ベースライン測定、ボト

• pptx

  Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx file (even if the extracted content will be used elsewhere, like in an email or summary); e

• prompt-engineering

  Use when designing, testing, or deploying LLM prompts for applications - systematic prompt design methodology (pattern selection, structured output, evaluation, versioning) ensuring every prompt is tested against ground truth before production | LLMプロンプトの設計、テスト、デプロイ時に使用 - 体系的なプロンプト設計手法（パターン選択、構造化出力、

• property-based-testing

  Provides guidance for property-based testing across multiple languages and smart contracts. Use when writing tests, reviewing code with serialization/validation/parsing patterns, designing features, or when property-based testing would provide stronger coverage than example-based tests.

• refactoring-legacy-code

  Use when modernizing, migrating, or restructuring existing code - systematic approach to safe refactoring through characterization tests, dependency analysis, strangler fig migration, and incremental transformation; ensures no behavior changes without test coverage first | 既存コードのモダナイゼーション、移行、再構築時に使用

• repository-analyzer

  Comprehensive repository analysis using Explore agents, web search, and Context7 to investigate codebase structure, technology stack, configuration, documentation quality, and provide actionable insights. Use this skill when asked to analyze, audit, investigate, or report on a repository or codebase

• requesting-code-review

  Use when completing tasks, implementing major features, or before merging to verify work meets requirements - dispatches superpowers:code-reviewer subagent to review implementation against plan or requirements before proceeding | タスク完了時、主要機能の実装時、またはマージ前に作業が要件を満たしているか検証する際に使用 - superpowers:code-revie

• second-opinion

  Runs external LLM code reviews (OpenAI Codex or Google Gemini CLI) on uncommitted changes, branch diffs, or specific commits. Use when the user asks for a second opinion, external review, codex review, gemini review, or mentions /second-opinion.

• semgrep-rule-creator

  Creates custom Semgrep rules for detecting security vulnerabilities, bug patterns, and code patterns. Use when writing Semgrep rules or building custom static analysis detections.

• semgrep-rule-variant-creator

  Creates language variants of existing Semgrep rules. Use when porting a Semgrep rule to specified target languages. Takes an existing rule and target languages as input, produces independent rule+test directories for each language.

• sharp-edges

  Identifies error-prone APIs, dangerous configurations, and footgun designs that enable security mistakes. Use when reviewing API designs, configuration schemas, cryptographic library ergonomics, or evaluating whether code follows 'secure by default' and 'pit of success' principles. Triggers: footgun

• skill-creator

  Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations. | 効果的なスキルを作成するためのガイド。専門知識、ワークフロー、ツール統合によってClaudeの能力を拡張する新しいスキルを作成（または既存スキ

• slack-gif-creator

  Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a GIF of X doing Y for Slack.

• spec-to-code-compliance

  Verifies code implements exactly what documentation specifies for blockchain audits. Use when comparing code against whitepapers, finding gaps between specs and implementation, or performing compliance checks for protocol implementations.

• systematic-debugging

  Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes - four-phase framework (root cause investigation, pattern analysis, hypothesis testing, implementation) that ensures understanding before attempting solutions | バグ、テスト失敗、予期しない動作に遭遇した際、修正を提案する前に使用 - 4フェーズフレームワ

• template-skill

  Replace with description of the skill and when Claude should use it. | スキルの説明とClaudeがそれを使用すべきタイミングに置き換えてください

• test-driven-development

  Use when implementing any feature or bugfix, before writing implementation code - write the test first, watch it fail, write minimal code to pass; ensures tests actually verify behavior by requiring failure first | 機能やバグ修正を実装する際、実装コードを書く前に使用 - まずテストを書き、失敗を確認し、最小限のコードで通す。最初に失敗を求めることで、テストが実際に動作を検証すること

• theme-factory

  Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.

• using-git-worktrees

  Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification | 現在のワークスペースからの分離が必要な機能開発を開始する際、または実装計画を実行する前に使用 - スマートなディレクトリ選択と安全性検証を伴う分離されたgit worktreeを作成

• variant-analysis

  Find similar vulnerabilities and bugs across codebases using pattern-based analysis. Use when hunting bug variants, building CodeQL/Semgrep queries, analyzing security vulnerabilities, or performing systematic code audits after finding an initial issue.

• web-artifacts-builder

  Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

• webapp-testing

  Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

• writing-plans

  Use when design is complete and you need detailed implementation tasks for engineers with zero codebase context - creates comprehensive implementation plans with exact file paths, complete code examples, and verification steps assuming engineer has minimal domain knowledge | 設計が完了し、コードベースの知識がゼロのエンジニ

• writing-skills

  Use when creating new skills, editing existing skills, or verifying skills work before deployment - applies TDD to process documentation by testing with subagents before writing, iterating until bulletproof against rationalization | 新しいスキルの作成、既存スキルの編集、またはデプロイ前にスキルが機能するか検証する際に使用 - プロセスドキュメントにTDDを適用し、

• xlsx

  Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadshee

MCP servers (6)

• context7

  runs: context7-mcp

• deepwiki

  connects to: https://mcp.deepwiki.com/mcp

• github

  runs: mcp-server-github

• sequential-thinking

  runs: mcp-server-sequential-thinking

• memory

  runs: mcp-server-memory

• codegraph

  runs: codegraph serve --mcp