synthex-standards

Synthex Capability Uplift master reference. Contains the authoritative anti-patterns and replacement standards that override LLM defaults across ALL Synthex skills. ALWAYS read the relevant reference file before producing UI, content, chart, or code output. Activate on any visual, content, code, campaign, brand, analytics, or design task.

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Repository: CleanExpo/Synthex
Last source activity: August 4, 2026 at 21:10
Detected SKILL.md language: English
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Synthex Standards — Capability Uplift Master Reference

This skill overrides the LLM's baked-in default patterns with Synthex-specific standards. Read the relevant reference file before producing any output.

Reference Files

Domain

File

When to Use

Visual design, typography, colour, layout

references/aesthetic-standards.md

Any UI / component / visual work

Charts, graphs, dashboards

references/data-viz-standards.md

Any data visualisation

Content, voice, campaigns, posts

references/content-standards.md

Any content generation

Code, API routes, database queries

references/code-standards.md

Any code production

Images / video / visual assets

.claude/rules/real-images-only.md

Any image or video generation

Images / video — REAL IMAGES ONLY (founder mandate)

All generation goes through generateImage()/generateBatch() in lib/services/ai/image-generation.ts (or the generate_image/generate_video MCP studio tools, which inherit the same defaults). Generation is grounded-by-default on public/reference-library/manifest.json (143+ subjects, 135 CCW products) plus the private bucket reference-library-private (ingest via POST /api/admin/private-refs). Trained LoRAs (trained-loras.json — carpet-style-v1, trigger ccwcarpet) auto-apply for carpet-cleaning. No owned references ⇒ BLOCKED: "No owned references for this subject — add real photos to the reference library first." useReferences:false is the sole audited escape hatch (results stamped UNGROUNDED). Direct Gemini/OpenAI/Stability/ fal/stock-photo calls fail the guard test tests/unit/ai/no-direct-image-apis.test.ts. See the grounded-visuals skill for the full pipeline.

Core Principle

Every output-generating skill must explicitly name what it is NOT doing (the LLM default) and what it IS doing (the Synthex standard). Generic is failure. Specific is the standard.