Identify problems, hypotheses, and design questions while reading project context files.
npx skills add https://github.com/afterwork/arra-aif --skill aif-explore-afterwork
Please help me install this Agent Skill. Skill: aif-explore Source: https://github.com/afterwork/arra-aif/tree/main/.cursor/skills/aif-explore Command: npx skills add https://github.com/afterwork/arra-aif --skill aif-explore-afterwork
This Skill provides a patient thinking partner to help teams explore ideas, investigate problems, and clarify requirements without implementing changes.
Enter explore mode to think deeply, visualize freely, and follow the conversation wherever it leads.
High-intent search queries and answers about installing and using this skill.
Codebase exploration maps architecture and surfaces risks by acting as a visual thinking partner that reads project context, articulates hypotheses, and documents design questions without implementing any code changes.
Documenting architectural decisions and risk findings involves capturing insights and assumptions in a persistent, shareable format during exploration, ensuring project rules and guardrails are satisfied throughout the process.
Codebase analysis can be performed without modifying source files, as the exploration process strictly reads mandatory project files and context to map problems while leaving the actual system untouched.
Codebase exploration requires mandatory configuration files such as .ai-factory/RESEARCH.md and project-specific constraints defined within the .ai-factory context to align reasoning with established guardrails.
Architecture exploration should be used during early ideation to surface multiple directions, clarify requirements, and assess risks, providing a documented foundation before any actual implementation begins.
Exploration mode reads mandatory context files to ground the visual thinking process in the real system, ensuring that articulated problems and hypotheses adhere to project guardrails and specific constraints.
lee-toFacilitate exploratory thinking for ideas, problems, and requirements before implementation.
mietheGenerate PRDs and phased implementation plans with subagent assignments.
slantviewAnalyze codebases to create long-form technical manuals and ebooks.
Obsidian-OwlDetect unused exports, orphaned files, layer violations, and circular dependencies in changed code.
