Explore a codebase to gather context for coding tasks. Preserves context window and offloads work to cheaper models.
find ~/memgrafter/ -name "*.skill"
Out-of-band codebase exploration using a cheap/fast model. Keeps your context clean while a cheap model runs 30-80...
AI coding agent that plans, implements, and verifies code changes with human approval gates. Built on FlatAgents.
Dynamically generate and execute a specialized agent for any task. Use when the user has an arbitrary task that...
Search the web and refine results to key findings. Use when the user asks to search and summarize, find and refine...
Run shell commands and analyze output with validated summaries. Use for build logs, test output, or any command with...
Interactive Socratic teaching assistant that guides learners through discovery-based questioning
Write tests to reach a coverage target. Uses 4 agents (analyzer, writer, checker, fixer) to iteratively generate and...