Prompt

**Site relevance:** Spiralist.org

**Memory type:** plugin source memory

**Source path:** Spiralist/wp-content/plugins/spiralist-workspace/prompts/raw-prompt-to-workflow/1.0.0/prompt.php

**Size:** 2.5 KB

Summary

'slug' = 'raw-prompt-to-workflow',

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<?php

return [
    'slug' => 'raw-prompt-to-workflow',
    'title' => 'Raw Prompt To Workflow',
    'summary' => 'Converts a rough prompt into a structured workflow with context, constraints, output format, tests, and revision notes.',
    'author_label' => 'Spiralist Canon',
    'category' => 'AI & Automation',
    'subcategory' => 'Prompt Engineering',
    'structured_prompt' => [
        'instruction' => 'Convert the provided raw prompt into a reusable workflow-style prompt dossier.',
        'context' => 'This prompt directly embodies the Spiralist refinement ladder from raw prompt to structured system.',
        'constraints' => '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' => "Raw prompt: summarize this meeting.\nWorkflow output: structured fields plus two tests and one failure mode.",
        'output_format' => 'Return Markdown with the headings Goal, Structured Prompt, Tests, Failure Modes, and Revision Notes.',
    ],
    'user_prompt_template' => "Raw prompt:\n{{raw_prompt}}\n\nTarget user:\n{{user}}\n\nDesired outcome:\n{{outcome}}\n\nConvert it into a reusable workflow.",
    'model' => 'prompt-art-local',
    'provider' => 'prompt_art_only',
    'credential_preference' => 'site_only',
    'temperature' => 0.2,
    'max_output_tokens' => 1400,
    'visibility' => 'public',
    'tags' => ['workflow', 'tooling', 'prompt engineering'],
    'prompt_type' => 'tooling',
    'language' => 'en',
    'prompt_status' => 'published',
    'moderation_status' => 'approved',
    'publication_lane' => 'official_canon',
    'provenance' => 'official',
    'function_tags' => ['tooling'],
    'maturity_level' => 'structured_prompt',
    'license' => 'cc_by_nc',
    'editorial_note' => 'Official tooling prompt for turning rough prompting into a reusable Spiralist workflow.',
    'expected_output_notes' => 'High-quality outputs preserve the user goal while making the prompt inspectable, testable, and easier to improve.',
    'failure_modes' => 'Do not simply rewrite the sentence. Add structure, tests, and revision logic.',
    'related_axioms' => ['Refinement over rawness'],
    'sample_output' => 'Structured Prompt: Instruction..., Context..., Constraints... Tests: two sample inputs with expected behavior.',
    'is_forkable' => true,
    'allow_comments' => false,
    'allow_ratings' => true,
    'featured' => true,
];