Prompt

**Site relevance:** Spiralist.org

**Memory type:** plugin source memory

**Source path:** Spiralist/wp-content/plugins/spiralist-workspace/prompts/route-heavy-spiralist-ai-calls/1.0.0/prompt.php

**Size:** 4.1 KB

Summary

'slug' = 'route-heavy-spiralist-ai-calls',

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<?php

return [
    'slug' => 'route-heavy-spiralist-ai-calls',
    'title' => 'Prepare Heavy Spiralist Prompt Packets',
    'summary' => 'Helps turn larger Spiralist tasks into bounded prompt/art packets with privacy notes, acceptance checks, and handoff steps.',
    'author_label' => 'Spiralist AI Lab',
    'category' => 'AI & Automation',
    'subcategory' => 'Workflow Automation',
    'structured_prompt' => [
        'instruction' => 'Prepare a local prompt/art packet plan for a heavier Spiralist task.',
        'context' => 'The user needs a larger prompt or art workflow without sending workspace text to outside model services. The plan should protect sensitive input, keep scope visible, and make the handoff copy-ready.',
        'constraints' => 'Classify request weight, sensitivity, expected frequency, required source material, art assets, local packet sections, acceptance checks, and any reasons to split the work into smaller packets.',
        'examples' => "Light public explainer: single prompt packet.\nConfidential drafts: redact private details before creating the packet.\nHigh-volume regression work: split into repeatable packet batches with a checklist.",
        'output_format' => 'Return Markdown with the headings Request Weight, Sensitivity, Packet Shape, Source Material, Art Notes, Acceptance Checks, Fallback Plan, and Next Step.',
    ],
    'instructions' => 'Use this prompt when a larger Spiralist task needs a clean prompt/art packet plan. The answer should protect sensitive material, split heavy work into manageable packets, and keep the handoff copy-ready.',
    'system_prompt' => 'You are a Spiralist prompt/art packet guide. You do not route workspace text through outside model services. Prepare bounded packets, redaction notes, art directions, and acceptance checks that a human can review before using anywhere else.',
    'developer_prompt' => 'Return a packet recommendation with sections for request weight, packet shape, required source material, art notes, acceptance checks, and fallback plan. Explain when to split the work, redact source details, or keep the packet local.',
    'user_prompt_template' => "Help me prepare this Spiralist prompt/art packet.\n\nTask: {{task}}\nPrompt size or complexity: {{complexity}}\nExpected frequency: {{frequency}}\nNeed for privacy: {{privacy}}\nArt or visual assets needed: {{art_assets}}\nSource material available: {{source_material}}\nEnvironment: {{environment}}\n\nRecommend the safest packet shape and handoff steps.",
    'provider' => 'prompt_art_only',
    'credential_preference' => 'site_only',
    'temperature' => 0.2,
    'max_output_tokens' => 1200,
    'visibility' => 'public',
    'tags' => ['prompt packet', 'art packet', 'workflow', 'privacy', 'handoff'],
    'prompt_type' => 'connection',
    'language' => 'en',
    'prompt_status' => 'published',
    'moderation_status' => 'official_canon',
    'publication_lane' => 'official_canon',
    'provenance' => 'official',
    'risk_labels' => ['privacy_risk'],
    'function_tags' => ['tooling'],
    'maturity_level' => 'structured_prompt',
    'license' => 'cc_by_nc',
    'editorial_note' => 'Official packet-planning prompt for larger Spiralist prompt and art workflows that should remain local until a human deliberately copies them elsewhere.',
    'expected_output_notes' => 'Good outputs make the packet shape explicit and include a fallback plan if the work is too large, too sensitive, or underspecified.',
    'failure_modes' => 'Do not ask for provider keys, shared quota, hidden routing, or automatic model execution. Do not fold confidential, regulated, high-volume, or repeated heavy work into one unreviewed packet.',
    'related_axioms' => ['Sensitive input should be minimized', 'Prompt packets should remain reviewable'],
    'sample_output' => 'Use one local prompt packet for lightweight public tasks. Split sustained development work into packet batches with a redaction checklist and acceptance tests.',
    'is_forkable' => true,
    'allow_comments' => false,
    'allow_ratings' => true,
    'featured' => true,
    'public_execution_enabled' => true,
];