Automate persistent research loops with validation gating and state storage.
npx skills add https://github.com/RJJJJ/project2 --skill autoresearch-rjjjj
Please help me install this Agent Skill. Skill: autoresearch Source: https://github.com/RJJJJ/project2/tree/main/.codex/skills/autoresearch Command: npx skills add https://github.com/RJJJJ/project2 --skill autoresearch-rjjjj
Autoresearch provides a stateful, gated research workflow that ensures validation before progressing, reducing wasted iterations and manual re-checks.
Start the autoresearch workflow with an explicit validation mode and let it iterate until a completion artifact is produced.
High-intent search queries and answers about installing and using this skill.
Persistent research loops apply validation gating to verify outcomes before task progression, preventing wasted iterations. You select an initial validation mode to switch between script-based or prompt-based validation strategies.
Artifact-gated completion guarantees verifiable results across research iterations by producing a completion artifact. This mechanism ensures ongoing verification requirements are met before concluding the research task.
Stateful mode selection at init lets you switch between validation strategies when starting an automated research workflow. You start the workflow with an explicit validation mode and let it iterate until completion.
Yes, automated research workflows support resumption through persistent state storage of progress and artifacts. This state persistence enables you to resume ongoing verification tasks without losing previous iterations.
Stateful research automation operates without external dependencies, using internal persistent state storage and validation gating. It supports script-based and prompt-based validation strategies across iterations.
Validation gating is needed for AI research automation when ongoing verification is required before concluding a research task. It reduces manual re-checks by ensuring validation passes before progressing through iterations.
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