Explore codebases read-only and report findings, options, and unknowns.
npx skills add https://github.com/lidge-jun/cli-jaw-skills --skill research-worker
Please help me install this Agent Skill. Skill: research-worker Source: https://github.com/lidge-jun/cli-jaw-skills/tree/main/research-worker Command: npx skills add https://github.com/lidge-jun/cli-jaw-skills --skill research-worker
This Skill acts as a read-only investigator, helping to reduce uncertainty about a codebase before planning or during development by searching and analyzing existing code and documentation.
Use the research-worker skill to find all usages of the 'getUserById' function within the src directory.
High-intent search queries and answers about installing and using this skill.
You can reduce codebase uncertainty by performing a read-only investigation to search local files and memory for existing patterns and dependencies. This approach safely analyzes code and documentation to provide structured reports on findings, options, and unknowns before you commit to a plan.
Safely exploring code requires a strictly read-only investigator that searches local files and checks function signatures without writing code. This method prohibits file modifications and destructive commands, ensuring your codebase analysis remains completely non-destructive.
The best way to investigate unfamiliar code patterns is using an AI agent to search local codebases and external documentation. This reduces uncertainty by delivering structured reports on findings, options, and unknowns regarding ambiguous requests or dependencies.
Yes, you can use an AI agent to find all usages of a function within the src directory. The agent performs read-only codebase exploration, prioritizing local searches to identify imports and check function signatures without making any file modifications.
The main limitation of read-only codebase analysis is the strict prohibition on file modifications, code writing, or destructive commands. It is designed solely for investigation and uncertainty reduction, meaning you cannot use it to directly implement or deploy changes.
AI agents need structured reports on findings and unknowns to effectively reduce uncertainty before planning or during development. These reports consolidate codebase exploration results, options, and external documentation into clear, actionable insights.
thevibeworksAnalyze a codebase and recommend Claude Code automation options.
rsmdtPlan and execute user research studies with structured methodologies.
gouravsingh311Enforce static typing with annotations, generics, and protocols via mypy or pyright.
williamzujkowskiRefactor program code to improve readability and maintainability.
