Persist research loops until a completion artifact passes validator approval.
npx skills add https://github.com/hotaq/Sprite_harmess --skill autoresearch-hotaq
Please help me install this Agent Skill. Skill: autoresearch Source: https://github.com/hotaq/Sprite_harmess/tree/main/.codex/skills/autoresearch Command: npx skills add https://github.com/hotaq/Sprite_harmess --skill autoresearch-hotaq
This Skill replaces ad hoc, stop-when-it-feels-done research loops with a persistent workflow that keeps nudging toward explicit validation evidence before finishing.
Use the autoresearch skill to pick a validation mode, persist the state files, and continue the research loop until the completion artifact passes validation.
High-intent search queries and answers about installing and using this skill.
A persistent research loop applies repeated nudges to ongoing investigations and enforces artifact-gated completion, ensuring explicit validation evidence is produced before the workflow stops.
Artifact-gated completion is a validation mechanism that requires a completion artifact to pass explicit validation before a long-running research task is allowed to stop, ensuring findings are verified by a validator or architect.
You can recover research workflow state between runs by persisting mode state, completion targets, and output references, allowing the investigation to resume cleanly without losing progress from previous iterations.
You need stateful persistence for research investigations when tasks are long-running and require repeated nudges, state recovery between runs, and explicit evidence before stopping, ensuring the workflow validates findings before finishing.
Yes, the persistent research workflow requires validator or architect approval to finish, enforcing artifact-gated completion so the loop continues iterating until the required completion artifact passes the chosen validation mode.
The best way to manage long-running investigation tasks needing repeated nudges is a persistent workflow that stores mode state and enforces artifact-gated completion, continuing iterations until validation evidence is explicitly approved.
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