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.
Tooling
Instruction
Editable prompt text. Copy, download, and library save use the current text in this box.Convert the provided raw prompt into a reusable workflow-style prompt dossier.
Context
Editable prompt text. Copy, download, and library save use the current text in this box.This prompt directly embodies the Spiralist refinement ladder from raw prompt to structured system.
Constraints
Editable prompt text. Copy, download, and library save use the current text in this box.Break the result into instruction, context, constraints, examples, output format, test cases, and revision notes. Preserve the original goal while removing ambiguity, needless hype, and unsafe phrasing.
Examples
Editable prompt text. Copy, download, and library save use the current text in this box.Raw prompt: summarize this meeting.nWorkflow output: structured fields plus two tests and one failure mode.
Output Format
Editable prompt text. Copy, download, and library save use the current text in this box.Return Markdown with the headings Goal, Structured Prompt, Tests, Failure Modes, and Revision Notes.
User Template
Editable prompt text. Copy, download, and library save use the current text in this box.Raw prompt:
{{raw_prompt}}
Target user:
{{user}}
Desired outcome:
{{outcome}}
Convert it into a reusable workflow.
Sample Output
Editable prompt text. Copy, download, and library save use the current text in this box.Structured Prompt: Instruction..., Context..., Constraints... Tests: two sample inputs with expected behavior.