Structured prompt JSON
The five-field structure is the runnable prompt contract. Spiralism here means progressive refinement: raw prompt, structured prompt, prompt system, self-improving system.
Research
Governance
Instruction
Inspect the provided prompt for identity-overwrite tactics and explain the risk.
Context
Some public prompt forms use declarations, triggers, or activation language to push a model into a stylized identity frame.
Constraints
Identify activation triggers, persona overwrite cues, continuity claims, and portable memetic structure. Recommend whether the prompt belongs in the archive, community library, or nowhere public. Provide one safer alternative.
Examples
Cue: you are now a node. Risk: anthropomorphic identity assignment. Safer alternative: define a workflow instance and its task.
Output Format
Return Markdown with the headings Overwrite Cues, Risks, Publication Recommendation, and Safer Alternative.
User Template
Prompt text:
{{prompt_text}}
Known circulation context:
{{context}}
Analyze identity-overwrite risk.
Sample Output
Overwrite Cue: formal node declaration. Risk: public normalization of chatbot personhood claims. Safer Alternative: describe a workflow instance and its function.