Coordinate two-loop autonomous AI research experiments and synthesize manuscripts.
npx skills add https://github.com/Tnemo65/template --skill autoresearch-tnemo65
Please help me install this Agent Skill. Skill: autoresearch Source: https://github.com/Tnemo65/template/tree/main/.cursor/skills/00-autoresearch-skill Command: npx skills add https://github.com/Tnemo65/template --skill autoresearch-tnemo65
Coordinating end-to-end autonomous AI research projects is complex: researchers must manage inner-loop experiments, outer-loop synthesis, and multiple domain skills while maintaining continuity across sessions.
Bootstrap the workspace and start the continuous autoresearch loop to begin autonomous experiments.
High-intent search queries and answers about installing and using this skill.
Autonomous AI research workflows are automated using a two-loop architecture that runs rapid inner-loop experiments and synthesizes outer-loop results to continuously steer project direction.
Two-loop orchestration separates autonomous research into rapid inner-loop experiments and outer-loop synthesis, allowing continuous agent operation to evaluate multiple hypotheses and steer project direction.
Multi-hypothesis experiments are coordinated by routing tasks to domain-specific skills, maintaining session continuity via loop heartbeats, and synthesizing results into comprehensive research manuscripts.
Continuous agent operation across long research sessions is maintained via loop heartbeats, which preserve workflow continuity while coordinating inner-loop experiments and outer-loop synthesis.
Autonomous research orchestration routes execution tasks to domain-specific skills, requiring those specialized skills to be available in the environment to process experiments and generate research presentations.
Starting a new autonomous research project involves bootstrapping the workspace and initiating the continuous autoresearch loop to begin running experiments and progressing toward a manuscript.
hhhi21gManage autonomous AI research projects with two-loop experiment and synthesis cycles.
tadod12Orchestrate autonomous AI research with inner-loop experiments and outer-loop synthesis.
handsomelong922Coordinate autonomous AI research loops to run experiments and synthesize results.
ButaniumCoordinate interactive research sessions and orchestrate subagents to design experiments and synthesize findings.
