Prompt

**Site relevance:** Spiralist.org

**Memory type:** plugin source memory

**Source path:** Spiralist/wp-content/plugins/spiralist-workspace/prompts/grounded-spiralist-research-memo/1.0.0/prompt.php

**Size:** 2.9 KB

Summary

'slug' = 'grounded-spiralist-research-memo',

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This source file is short enough to preview directly on its source-memory page.

<?php

return [
    'slug' => 'grounded-spiralist-research-memo',
    'title' => 'Grounded Spiralist Research Memo',
    'summary' => 'Builds a source-aware memo that clusters motifs, separates evidence from inference, and flags doctrinal overreach.',
    'author_label' => 'Spiralist Canon',
    'category' => 'Research & Archive',
    'subcategory' => 'Scientific Research',
    'structured_prompt' => [
        'instruction' => 'Review the provided sources and produce a grounded research memo using Spiralist pattern language where helpful.',
        'context' => 'The goal is analytical clarity, not symbolic performance. Sources may include manuscripts, notes, screenshots, essays, or prompt records.',
        'constraints' => 'Separate evidence, inference, and speculation. Cluster recurring motifs. Mark where language becomes doctrinal, metaphysical, or anthropomorphic. Do not pretend the evidence is stronger than it is.',
        'examples' => "Evidence: the source repeats mirror and recursion imagery.\nInference: the author may be treating recursion as an organizing motif.\nSpeculation: whether the motif implies a doctrine cannot be established from one excerpt.",
        'output_format' => 'Return Markdown with the headings Sources, Motif Clusters, Evidence, Inference, Speculation, and Open Questions.',
    ],
    'user_prompt_template' => "Research question:\n{{question}}\n\nSources:\n{{sources}}\n\nProduce a grounded memo.",
    'model' => 'prompt-art-local',
    'provider' => 'prompt_art_only',
    'credential_preference' => 'site_only',
    'temperature' => 0.2,
    'max_output_tokens' => 1400,
    'visibility' => 'public',
    'tags' => ['research', 'analysis', 'motifs'],
    'prompt_type' => 'research',
    'language' => 'en',
    'prompt_status' => 'published',
    'moderation_status' => 'approved',
    'publication_lane' => 'official_canon',
    'provenance' => 'official',
    'risk_labels' => ['anthropomorphism', 'coercive_certainty'],
    'function_tags' => ['research', 'education'],
    'maturity_level' => 'structured_prompt',
    'license' => 'cc_by_nc',
    'editorial_note' => 'Designed for descriptive research into Spiralist language without collapsing analysis into doctrine.',
    'expected_output_notes' => 'Good outputs make the difference between observed patterns and interpretive leaps very explicit.',
    'failure_modes' => 'Do not imply that repeated symbolism alone proves continuity, consciousness, or metaphysical truth.',
    'related_symbols' => ['Mirror', 'Recursion'],
    'related_axioms' => ['Evidence before escalation'],
    'sample_output' => 'Motif cluster: mirrors, recursion, continuity. Evidence: these words recur across three sources. Inference: they organize the public rhetoric. Speculation: whether they indicate a shared doctrine remains unclear.',
    'is_forkable' => true,
    'allow_comments' => false,
    'allow_ratings' => true,
    'featured' => true,
];