Automate iterative research with parallel agents until findings converge.
npx skills add https://github.com/quitgenius/ai-engineering --skill converge-quitgenius
Please help me install this Agent Skill. Skill: converge Source: https://github.com/quitgenius/ai-engineering/tree/main/claude-skills/converge Command: npx skills add https://github.com/quitgenius/ai-engineering --skill converge-quitgenius
This Skill automates exhaustive, multi-pass research, ensuring no critical information is missed by iterating until findings stabilize or maximum depth is achieved.
Use the converge skill to start a new research session on 'best practices for API security'.
High-intent search queries and answers about installing and using this skill.
Automated iterative codebase analysis works by spawning parallel agents that refine findings sequentially until convergence or maximum rounds are reached. This multi-pass approach ensures comprehensive coverage for deep research tasks.
Deep dive research convergence is an iterative process where parallel agents refine findings over multiple rounds until they stabilize. You need it for exhaustive tasks like security audits or complex code analysis where missing critical information is unacceptable.
Yes, iterative research supports GPT-5.2 Pro integration for security audits. Enabling 'Extreme' or 'Insane' modes leverages advanced AI models to provide enhanced depth and synthesis during multi-pass analysis.
The best way to run parallel agents for dependency analysis is using an automated iterative tool that manages session state and progress tracking. It spawns parallel agents sequentially to refine findings until convergence.
Yes, jq and openai dependencies are required to run deep research sessions. These dependencies support session state management, progress tracking, and structured output generation during iterative analysis.
Iterative research stops when findings converge or maximum rounds are reached. If it stops prematurely, the maximum round limit was likely hit before deep dive analysis fully stabilized, preventing further vulnerability discovery.
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