Escalate research decisions after three consecutive core experiment failures.
npx skills add https://github.com/EvoClaw/amplify --skill pivot-or-kill
Please help me install this Agent Skill. Skill: pivot-or-kill Source: https://github.com/EvoClaw/amplify/tree/main/skills/pivot-or-kill Command: npx skills add https://github.com/EvoClaw/amplify --skill pivot-or-kill
Repeated failures in core experiments stall progress; Pivot-or-Kill enforces honest status checks and user escalation to decide whether to pivot, downgrade, or kill.
Trigger the flow after three consecutive core experiment failures to summarize status, analyze root causes, and present three escalation options for user decision.
High-intent search queries and answers about installing and using this skill.
Automate project termination decisions by enforcing a structured escalation flow after three consecutive experiment failures, triggering an honest status summary, root-cause analysis, and three user-driven options to pivot, downgrade, or kill.
Escalate a pivot decision in iterative AI research workflows exactly when three consecutive core experiment failures occur, shifting the workflow from autonomous execution to a structured human-in-the-loop decision gate.
The best way to structure root-cause analysis for failed AI experiments is to classify failures and triage them into three explicit options: pivoting the method, downgrading targets, or terminating the project for user selection.
Implement decision gates by setting a hard threshold of three consecutive core experiment failures, which immediately halts autonomous execution and enforces a three-step analysis before any further research actions proceed.
Automated escalation flows can be applied to any iterative research workflow where agents must choose between pivoting methods, downgrading targets, or terminating projects after repeated consecutive failures.
The limitation of a three-strike failure threshold is that it is a rigid trigger; it does not evaluate the severity or partial success of individual experiments, strictly enforcing escalation only after three consecutive core failures.
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