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.
npx ai-builder add skill obra/brainstormingUse when you have a written implementation plan to execute in a separate session with review checkpoints
npx ai-builder add skill obra/executing-plansYou MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores requirements and design before implementation.
npx ai-builder add command obra/brainstormUse when executing implementation plans with independent tasks in the current session
npx ai-builder add skill obra/subagent-driven-developmentUse when encountering any bug, test failure, or unexpected behavior, before proposing fixes
npx ai-builder add skill obra/systematic-debuggingUse when implementing any feature or bugfix, before writing implementation code
npx ai-builder add skill obra/test-driven-developmentUse MCP servers on-demand via the mcp CLI tool - discover tools, resources, and prompts without polluting context with pre-loaded MCP integrations
npx ai-builder add skill obra/mcp-cliUse when you need to run interactive CLI tools (vim, git rebase -i, Python REPL, etc.) that require real-time input/output - provides tmux-based approach for controlling interactive sessions through detached sessions and send-keys
npx ai-builder add skill obra/using-tmux-for-interactive-commandsUse when completing tasks, implementing major features, or before merging to verify work meets requirements
npx ai-builder add skill obra/requesting-code-reviewUse when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always
npx ai-builder add skill obra/verification-before-completionExecute plan in batches with review checkpoints
npx ai-builder add command obra/execute-planUse when auditing a codebase for semantic duplication - functions that do the same thing but have different names or implementations. Especially useful for LLM-generated codebases where new functions are often created rather than reusing existing ones.
npx ai-builder add skill obra/finding-duplicate-functionsUse when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
npx ai-builder add skill obra/dispatching-parallel-agentsUse when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup
npx ai-builder add skill obra/finishing-a-development-branchUse when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation
npx ai-builder add skill obra/receiving-code-reviewUse when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
npx ai-builder add skill obra/using-superpowersUse when you have a spec or requirements for a multi-step task, before touching code
npx ai-builder add skill obra/writing-plansUse when creating new skills, editing existing skills, or verifying skills work before deployment
npx ai-builder add skill obra/writing-skillsUse this agent when a major project step has been completed and needs to be reviewed against the original plan and coding standards. Examples: <example>Context: The user is creating a code-review agent that should be called after a logical chunk of code is written. user: "I've finished implementing the user authentication system as outlined in step 3 of our plan" assistant: "Great work! Now let me use the code-reviewer agent to review the implementation against our plan and coding standards" <commentary>Since a major project step has been completed, use the code-reviewer agent to validate the work against the plan and identify any issues.</commentary></example> <example>Context: User has completed a significant feature implementation. user: "The API endpoints for the task management system are now complete - that covers step 2 from our architecture document" assistant: "Excellent! Let me have the code-reviewer agent examine this implementation to ensure it aligns with our plan and follows best practices" <commentary>A numbered step from the planning document has been completed, so the code-reviewer agent should review the work.</commentary></example>
npx ai-builder add agent obra/code-reviewerCreate detailed implementation plan with bite-sized tasks
npx ai-builder add command obra/write-plan