Gather structured reconnaissance notes from codebases and technical topics.
npx skills add https://github.com/tiancaiamao/ai --skill explore-tiancaiamao
Please help me install this Agent Skill. Skill: explore Source: https://github.com/tiancaiamao/ai/tree/main/skills/explore Command: npx skills add https://github.com/tiancaiamao/ai --skill explore-tiancaiamao
This Skill helps you rapidly understand a codebase, repository, or technical topic by collecting the most relevant structure, behavior, and dependency information for later planning.
Use the explore skill to investigate the target repository and write a concise findings report to the specified markdown file.
High-intent search queries and answers about installing and using this skill.
To map an unfamiliar codebase for refactoring, use repository reconnaissance to quickly gather structured notes on folders, modules, and entry points. This produces a concise Markdown exploration brief covering architecture and dependencies for safe downstream planning.
Analyzing software architecture in a large repository involves identifying component boundaries, integration paths, and patterns. Search-first investigation collects focused findings on subsystems, ensuring completeness tracking to support extension or refactoring tasks.
Yes, you can use subagent-based execution to gather targeted technical research on specific subsystems like authentication or RPC handling. It applies search-first investigation to collect focused findings without modifying any project files.
Codebase exploration does not modify your source files during architecture analysis. It strictly performs read-only repository reconnaissance, gathering structured notes and writing a concise Markdown report to a specified file for later planning.
To track completeness during module discovery, the reconnaissance process applies structured information gathering with completeness tracking. This ensures all major entry points and component boundaries are accounted for in the final Markdown reporting.
ramonclaudioClone a GitHub repository into ~/Developer/refs/ and index it with QMD.
OlatisunkanmiInterrogate ideas across product, design, engineering, scope, and adversarial lenses.
lucasfdigitalTrace code errors and execution paths using GitNexus query functions.
GenerativeAgentsExtract and consolidate project terms into a standardized glossary at docs/glossary.md.
