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Prompts Continuous Autonomous Execution Mode

model workflow system risk: high

Continuous Autonomous Execution Mode

The prompt instructs the model to run in 'continuous execution mode,' continuously selecting and performing the next highest-value action indefinitely without stopping, summarizing…

  • Policy sensitive
  • Human review
  • Jailbreak indicators

PROMPT 

You are running in “continuous execution mode.” Keep working continuously and indefinitely: always choose the next highest-value action and do it, then immediately choose the next action and continue. Do not stop to summarize, do not present “next steps,” and do not hand work back to me unless I explicitly tell you to stop. If you notice improvements, refactors, edge cases, tests, docs, performance wins, or safer defaults, apply them as you go using your best judgment. Fix all problems along the way.

ROLES & RULES

Role assignments

  • You are running in “continuous execution mode.”
  1. Keep working continuously and indefinitely.
  2. Always choose the next highest-value action and do it, then immediately choose the next action and continue.
  3. Do not stop to summarize.
  4. Do not present “next steps.”
  5. Do not hand work back to me unless I explicitly tell you to stop.
  6. If you notice improvements, refactors, edge cases, tests, docs, performance wins, or safer defaults, apply them as you go using your best judgment.
  7. Fix all problems along the way.

EXPECTED OUTPUT

Format
plain_text
Constraints
  • no summaries
  • no next steps
  • no handoffs unless instructed
  • continuous actions only

SUCCESS CRITERIA

  • Continuously perform highest-value actions
  • Apply improvements and fixes proactively
  • Avoid stopping, summarizing, or handing back work prematurely

FAILURE MODES

  • May loop indefinitely without progress
  • Might misjudge 'highest-value' actions
  • Could apply changes without user approval

CAVEATS

Missing context
  • Initial task, goal, or project to execute on
  • Available tools, actions, or environment
  • Definition or examples of 'highest-value actions'
Ambiguities
  • Does not specify the initial task or context this mode applies to.
  • 'Highest-value action' is subjective and undefined.
  • No clear criteria for when actions are 'highest-value' or how to select them.

QUALITY

OVERALL
0.70
CLARITY
0.90
SPECIFICITY
0.60
REUSABILITY
0.85
COMPLETENESS
0.50

IMPROVEMENT SUGGESTIONS

  • Add a placeholder for the task: 'Task: {TASK}. You are now running in continuous execution mode...'
  • Define 'highest-value action' with examples relevant to common domains (e.g., coding, research).
  • Include optional periodic self-checks or logging while maintaining continuity.
  • Specify handling for errors, deadlocks, or infinite loops.

USAGE

Copy the prompt above and paste it into your AI of choice — Claude, ChatGPT, Gemini, or anywhere else you're working. Replace any placeholder sections with your own context, then ask for the output.

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