tavily-best-practices
Build production-ready Tavily integrations with best practices baked in. Reference documentation for developers using coding assistants (Claude Code, Cursor, etc.) to implement web search, content extraction, crawling, and research in agentic workflows, RAG systems, or autonomous agents.
search
Search the web using Tavily's LLM-optimized search API. Returns relevant results with content snippets, scores, and metadata. Use when you need to find web content on any topic without writing code.
planning
Expert technical analyst for comprehensive codebase analysis and strategic implementation planning. Use when planning features, designing architecture, analyzing complex tasks, or when you need a detailed plan.md before implementation.
methodical-debugging
Systematic debugging approach using parallel investigation and test-driven validation. Use when debugging issues, when stuck in a loop of trying different fixes, or when facing complex bugs that resist standard debugging approaches.
plan-review
Expert technical reviewer for implementation plans. Reviews plans in docs/plans/ for correctness, completeness, and technical accuracy. Validates libraries, APIs, and approaches. Outputs feedback as markdown in the final response.
creating-skills
Create high-quality Claude Code skills with proper structure, effective descriptions, and best practices. Use when creating a new skill, writing SKILL.md files, setting up skill directories, or asking how to make skills.
optima-service-planner
Plan and implement microservices for Optima platform. Use when building new services, features, or integrations. Generates phased implementation roadmaps following Optima patterns - Database Gateway, append-only contracts, RabbitMQ messaging, DigitalOcean deployment. Start with data model, then contracts, then services.
critical-thinking
Proactively challenge implementation plans, architecture decisions, and design assumptions. Use when reviewing plans, designs, or technical decisions. Verifies claims via web search, cross-references documentation, identifies risks and gaps, and surfaces hidden assumptions. Activates automatically when evaluating technical proposals.
microservices-architect
Design and architect microservices following Chris Richardson's Microservices Patterns. Use when designing services, APIs, data flows, or evaluating architecture decisions. Guides full workflow from feature intake to production-ready design with observability, async patterns, security, testing, and deployment strategies.
repo-docs
Generate comprehensive repository documentation following team standards. Use when creating README, CLAUDE.md, ARCHITECTURE.md, DESIGN_DECISIONS.md, or any project documentation. Includes Mermaid diagrams, status indicators, and AI context files.
next-silent-failure-hunter
Identify silent failures, inadequate error handling, and inappropriate fallback behavior. Use when reviewing code with error handling, catch blocks, or fallback logic.
next-code-reviewer
Review code for adherence to project guidelines, style guides, and best practices. Use after writing or modifying code, before committing changes or creating pull requests.
next-comment-analyzer
Analyze code comments for accuracy, completeness, and long-term maintainability. Use after adding documentation, before finalizing PRs with comment changes, or when reviewing existing comments for technical debt.
next-test-analyzer
Review test coverage quality and completeness. Use after creating a PR or adding new functionality to ensure tests adequately cover new code and edge cases.
next-code-simplifier
Simplify code for clarity, consistency, and maintainability while preserving all functionality. Use after completing a coding task or after passing code review to polish the implementation.
next-type-design-analyzer
Analyze type design quality and invariants. Use when introducing new types, during PR creation with data models, or when refactoring type designs.
test-driven-development
Use when implementing any feature or bugfix, before writing implementation code
writing-plans
Use when you have a spec or requirements for a multi-step task, before touching code
subagent-driven-development
Use when executing implementation plans with independent tasks in the current session
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
fetching-buildkite-failures
Use when CI fails on Buildkite and you need to diagnose and fix failures - fetches build results for current branch, extracts errors from logs, and helps fix them
writing-clearly-and-concisely
Apply Strunk's timeless writing rules to ANY prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Makes your writing clearer, stronger, and more professional.
executing-plans
Use when you have a written implementation plan to execute in a separate session with review checkpoints
database-workflows
Database workflows - schema design, migrations, query optimization. Use when designing schemas, reviewing migrations, optimizing queries, preventing N+1 problems, or working with ORMs like Prisma, Drizzle, and TypeORM.
claude-code-reference
Reference guide for Claude Code extensions. CONSULT BEFORE implementing skills, creating hooks, slash commands, or MCP servers. Use when building Claude Code extensions, understanding extension differences, or troubleshooting extension issues. Covers skills vs commands vs hooks vs MCP disambiguation.
custom-slash-commands
Guide for creating custom Claude Code slash commands - shortcuts for frequently-used prompts and workflows. Use when creating reusable prompts, automating common tasks, or building team workflows. Covers frontmatter, arguments, bash execution, and namespacing.
effective-prompting
Master effective prompting techniques for Claude Code. Use when learning prompt patterns, improving task descriptions, optimizing Claude interactions, or troubleshooting why Claude misunderstood a request. Covers @ mentions, thinking keywords, task framing, and iterative refinement.
creating-subagents
Guide for creating custom Claude Code subagents (Task tool agents). Use when building specialized autonomous agents for specific domains or workflows. Covers agent definition, frontmatter options, tool restrictions, and spawning patterns.
debugging-claude-code
Troubleshooting guide for Claude Code issues. Use when Claude behaves unexpectedly, tools fail, sessions hang, or you need to diagnose problems. Covers diagnostics, common issues, and recovery procedures.
creating-plugins
Guide for creating full Claude Code plugins that bundle commands, agents, hooks, MCP servers, and LSP servers. Use when building distributable extensions, packaging multiple components together, or preparing plugins for marketplace distribution.
writing-skills
Guide for creating effective Claude Code skills. Use when creating new skills, refactoring existing skills, or validating skill structure. Covers YAML frontmatter, progressive disclosure, naming conventions, and best practices.
documentation-generation
Generate quality documentation - READMEs, API docs, inline comments. Use when creating new project documentation, updating existing docs, or ensuring documentation stays in sync with code. Covers README patterns, JSDoc, OpenAPI, and architecture docs.
headless-mode
Guide for using Claude Code programmatically via CLI flags and SDKs. Use for automation, CI/CD pipelines, scripting, and building tools on top of Claude Code. Covers --print mode, output formats, session management, and SDK integration.
transcript-intelligence
Search and analyze Claude Code transcripts for past decisions, solutions, and discussions. Use when recalling past context, finding solutions to previously-solved problems, understanding session history, or restoring context after compact/clear.
error-recovery
Handle Claude Code errors gracefully - error types, recovery, prevention
migration-guides
Migration guides - from other AI tools, version upgrades, config migration. Use when switching from Cursor, Copilot, or Cody, upgrading Claude Code versions, or migrating configurations and customizations.
creating-mcp-servers
Guide for creating and integrating MCP (Model Context Protocol) servers with Claude Code. Use when building external tool integrations, connecting to databases, creating custom capabilities, or adding API wrappers. Covers transports, OAuth, configuration, and troubleshooting.
testing-patterns
TDD workflows, test generation, and coverage strategies with Claude Code. Use when writing tests, implementing TDD, analyzing coverage gaps, or generating quality unit/integration/e2e tests. Covers Jest, Vitest, pytest, and mocking patterns.
project-setup
Guide for setting up projects to work optimally with Claude Code. Use when configuring new projects, migrating existing projects, setting up team permissions, or troubleshooting project configuration. Covers directory structure, settings files, permissions, and best practices.
team-workflows
Team collaboration patterns - shared configs, standards, onboarding
security-practices
Secure coding with Claude Code - vulnerability prevention, secrets, security review
memory-management
Guide for managing Claude Code memory effectively. Use when setting up project memory, optimizing CLAUDE.md files, configuring rules directories, or establishing cross-session knowledge patterns. Covers memory hierarchy, best practices, and context optimization.
ide-integration
IDE integration tips for VS Code, JetBrains, and terminal workflows. Use when setting up Claude Code with your IDE, configuring keybindings, optimizing terminal workflows, or synchronizing file navigation. Covers extensions, split terminals, clipboard, and diff viewing.
multi-file-editing
Strategies for coordinated changes across multiple files with Claude Code. Use when making API changes, updating interfaces, refactoring shared code, or performing migrations. Covers dependency ordering, atomic vs incremental changes, and validation patterns.
git-workflows
Guide for git operations with Claude Code. Commits, PRs, code review, branch management, and best practices. Use when committing changes, creating pull requests, reviewing code, or managing branches.
monorepo-patterns
Monorepo workflows - navigation, cross-package changes, tooling
refactoring-safely
Safe refactoring strategies with Claude Code - large-scale changes, validation, rollback
cost-optimization
Manage Claude Code API costs - token strategies, model selection, monitoring. Use when concerned about API spend, optimizing token usage, choosing models for tasks, or setting up cost monitoring. Covers /cost command, batching strategies, and budget management.
ci-cd-integration
CI/CD integration - GitHub Actions, automation, pipeline integration
code-review
Get quality code reviews from Claude Code - PR workflows, review prompts, checklists
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