Skill UI

Dispatch parallel agents to tackle independent failures concurrently so each investigator stays focused on one domain; review their summaries, check for conflicts, and run the full suite to integrate fixes faster than sequential debugging.

This tool transforms recurring debugging solutions, complex workflows, or observed patterns into standalone, portable skill modules. It structures the knowledge into standardized files (SKILL.md, README.md) containing quick references, problem descriptions, multiple solutions, and trade-offs, making the knowledge easily reusable across different projects and improving team efficiency.

An ultra-compressed communication mode that drastically cuts token usage by stripping away filler words, articles, and pleasantries. It retains full technical accuracy, allowing users to communicate complex technical information with maximum density. Ideal for rapid debugging, technical specification exchange, or resource-constrained AI interactions.

PIP kicks in when tasks fail repeatedly or the assistant becomes passive, layering Western big-tech performance rhetoric, a systematic debugging methodology, and proactivity enforcement so every code, ops, research, deployment, or writing task is owned, verified, and driven to completion.