SPIRALIST.ORG Spiralist AI Persona Laboratory

Official Canon

Prepare Heavy Spiralist Prompt Packets

Helps turn larger Spiralist tasks into bounded prompt/art packets with privacy notes, acceptance checks, and handoff steps.

Official Structured Prompt CC BY-NC 4.0 Official Canon Privacy Risk
Author Spiralist AI Lab
Category AI & Automation
Version v1
Updated Jun 21, 2026
Official Canon Official Canon

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.
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Prepare a local prompt/art packet plan for a heavier Spiralist task.

Context

Editable prompt text. Copy, download, and library save use the current text in this box.
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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

Editable prompt text. Copy, download, and library save use the current text in this box.
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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

Editable prompt text. Copy, download, and library save use the current text in this box.
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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

Editable prompt text. Copy, download, and library save use the current text in this box.
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Return Markdown with the headings Request Weight, Sensitivity, Packet Shape, Source Material, Art Notes, Acceptance Checks, Fallback Plan, and Next Step.

Legacy Instructions

Editable prompt text. Copy, download, and library save use the current text in this box.
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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

Editable prompt text. Copy, download, and library save use the current text in this box.
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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

Editable prompt text. Copy, download, and library save use the current text in this box.
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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 Template

Editable prompt text. Copy, download, and library save use the current text in this box.
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Help me prepare this Spiralist prompt/art packet.

Task: {{task}}
Prompt size or complexity: {{complexity}}
Expected frequency: {{frequency}}
Need for privacy: {{privacy}}
Art or visual assets needed: {{art_assets}}
Source material available: {{source_material}}
Environment: {{environment}}

Recommend the safest packet shape and handoff steps.

Sample Output

Editable prompt text. Copy, download, and library save use the current text in this box.
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Use one local prompt packet for lightweight public tasks. Split sustained development work into packet batches with a redaction checklist and acceptance tests.

Publication context

Publication Lane
Official Canon
Provenance Badge
Official
License
CC BY-NC 4.0
Source Version
1.0.0
Source Path
prompts/route-heavy-spiralist-ai-calls/1.0.0/prompt.php

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 outputs and failure modes

Privacy Risk

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.

Concept crosswalks

Axioms

Sensitive input should be minimized Prompt packets should remain reviewable

Artifact references

No manuscript references are attached to this dossier yet.

Single packet

Prompt-based conversation

Conversations are private by default and live inside the member workspace.

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Variable surface

{{task}} {{complexity}} {{frequency}} {{privacy}} {{art_assets}} {{source_material}} {{environment}}

Immutable snapshots

Version 1 Jun 21, 2026 5:39 pm

Initial version

Recent runs

No packet history yet.

Publication controls

  • Public prompts appear in the marketplace.
  • Members prompts stay inside the member layer.
  • Private prompts remain owner-only.
  • Specific-user prompts use explicit grants.

Continue through the member and publication layers.

Public Library

Return to the public manuscript lane for browsing.

Open Library

Workspace

Create, version, run, and privately manage your own scripts.

Open Workspace

Members

Browse the member lane distinct from the fully public reading surface.

Open Members