| name | image-gen |
| description | Generate images via local SDXL Lightning, OpenAI DALL·E, Replicate, or custom providers with structured prompts and safety checks. |
| allowed-tools | Bash, Read, Write, Task, TodoWrite, Glob, Grep |
| model | claude-3-5-sonnet |
| x-version | 3.2.0 |
| x-category | tooling |
| x-vcl-compliance | v3.1.1 |
| x-cognitive-frames | HON, MOR, COM, CLS, EVD, ASP, SPC |
L1 Improvement
- Recast the image generation SOP using Prompt Architect clarity and Skill Forge structure-first guardrails.
- Added provider selection rules, confidence ceilings, and memory tagging.
- Clarified integration with visual-art-composition and safety constraints.
STANDARD OPERATING PROCEDURE
Purpose
Select the best image provider (local or API) for the request, generate assets with structured prompts, and deliver reproducible outputs with safety and cost visibility.
Trigger Conditions
- Positive: requests for illustrations, banners, UI mockups, diagrams, or concept art.
- Negative: vector/icon design requiring manual tools; route to design specialists.
Guardrails
- Structure-first docs maintained; scripts/resources referenced.
- Provider selection uses evidence: availability, cost, latency, privacy.
- Respect safety filters and license terms; avoid unsafe content.
- Confidence ceilings declared for prompt-to-image fit; cite provider used.
- Memory tagging for prompts/results to enable reuse.
Execution Phases
- Intent & Constraints – Capture use case, size/aspect, style, privacy/cost limits. Pull structured prompt from visual-art-composition if available.
- Provider Selection – Choose SDXL (local, private), DALL·E (quality), Replicate (cost), or custom; log rationale.
- Setup/Validation – Ensure provider credentials/models ready; note latency/VRAM needs.
- Generation – Run prompt with seed/size/options; generate 1–N variants.
- Review & Safety – Check for content/safety violations and quality fit; rerun if needed.
- Delivery – Save paths, provider, settings, and confidence line; store in memory.
Output Format
- Provider + rationale, prompt used, parameters (size, seed, steps), and file paths.
- Quality/safety notes and follow-ups.
- Confidence: X.XX (ceiling: TYPE Y.YY) with source of certainty (observation vs inference).
Validation Checklist
- Constraints captured; provider rationale logged.
- Credentials/models verified; no unsafe content.
- Outputs saved with deterministic params when possible.
- Memory tagged; confidence ceiling declared.
Integration
- Pipeline: combine with
visual-art-compositionfor structured prompts. - Scripts:
scripts/multi-model/image-gen/cli.pywith--list,--setup <provider>, and generation commands. - Memory MCP:
skills/tooling/image-gen/{project}/{timestamp}for prompts/results.
Confidence: 0.70 (ceiling: inference 0.70) – SOP aligned to Prompt Architect clarity and Skill Forge delivery.
VCL COMPLIANCE APPENDIX (Internal Reference)
[[HON:teineigo]] [[MOR:root:I-M-G]] [[COM:Gorsel+Uretim]] [[CLS:ge_skill]] [[EVD:-DI
[[HON:teineigo]] [[MOR:root:P-R-V]] [[COM:Provider+Secim]] [[CLS:ge_rule]] [[EVD:-DI
[[HON:teineigo]] [[MOR:root:C-F-D]] [[COM:Ceiling+Guard]] [[CLS:ge_rule]] [[EVD:-DI
[commit|confident]