# Visual Asset Generator > Visual Asset Generator - Skill: `dnyoussef/visual-asset-generator` (Agent Skill, multi-file: 2 files) - Install (CLI): `npx skillmds@latest add dnyoussef/visual-asset-generator` - Raw SKILL.md: https://api.skillmd.com/api/skills/dnyoussef/visual-asset-generator/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Coding & Dev Tools - Author: DNYoussef (https://skillmd.com/u/dnyoussef) - Updated: 2026-09-17 - Page: https://skillmd.com/skills/dnyoussef/visual-asset-generator --- /*============================================================================*/ /* SKILL SKILL :: VERILINGUA x VERIX EDITION */ /*============================================================================*/ --- name: SKILL version: 1.0.0 description: | [assert|neutral] SKILL skill for research workflows [ground:given] [conf:0.95] [state:confirmed] category: research tags: - general author: system cognitive_frame: primary: evidential goal_analysis: first_order: "Execute SKILL workflow" second_order: "Ensure quality and consistency" third_order: "Enable systematic research processes" --- /*----------------------------------------------------------------------------*/ /* S0 META-IDENTITY */ /*----------------------------------------------------------------------------*/ [define|neutral] SKILL := { name: "SKILL", category: "research", version: "1.0.0", layer: L1 } [ground:given] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S1 COGNITIVE FRAME */ /*----------------------------------------------------------------------------*/ [define|neutral] COGNITIVE_FRAME := { frame: "Evidential", source: "Turkish", force: "How do you know?" } [ground:cognitive-science] [conf:0.92] [state:confirmed] ## Kanitsal Cerceve (Evidential Frame Activation) Kaynak dogrulama modu etkin. /*----------------------------------------------------------------------------*/ /* S2 TRIGGER CONDITIONS */ /*----------------------------------------------------------------------------*/ [define|neutral] TRIGGER_POSITIVE := { keywords: ["SKILL", "research", "workflow"], context: "user needs SKILL capability" } [ground:given] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S3 CORE CONTENT */ /*----------------------------------------------------------------------------*/ name: visual-asset-generator description: Automatically generate research diagrams, charts, tables, and visualizations from data or descriptions. Creates publication-ready visual assets including PRISMA flow diagrams, methodology flowcharts, results charts, comparison tables, and architecture diagrams. Use when preparing manuscripts, presentations, or documentation that requires professional visual elements. version: 1.0.0 category: research tags: - research - visualization - diagrams - charts - tables - publication author: ruv mcp_servers: required: [memory-mcp] optional: [] auto_enable: true --- # Visual Asset Generator ## Kanitsal Cerceve (Evidential Frame Activation) Kaynak dogrulama modu etkin. ## Purpose Automatically generate publication-ready visual assets (diagrams, charts, tables) from data or descriptions in seconds, filling the gap between text-based research and visual communication. ## When to Use This Skill Activate this skill when: - Preparing figures for a research manuscript - Creating methodology flowcharts - Generating PRISMA flow diagrams for systematic reviews - Building comparison tables from research data - Designing architecture diagrams for systems/methods - Creating presentation slides with data visualizations - Documenting experimental pipelines **DO NOT** use this skill for: - Fabricating data (this is unethical - we only visualize real data) - Complex statistical analysis (use appropriate analysis tools first) - Interactive dashboards (use dedicated BI tools) ## Critical Design Principle **This skill NEVER fabricates data.** This skill only visualizes: 1. Data explicitly provided by the user 2. Placeholder templates clearly marked as "[YOUR DATA HERE]" 3. Structural diagrams (flowcharts, architectures) without data ## Supported Visual Asset Types ### 1. Research Diagrams - PRISMA flow diagrams - Methodology flowcharts - Experimental pipeline diagrams - System architecture diagrams - Conceptual framework diagrams - Decision trees ### 2. Data Visualizations - Bar charts (comparison) - Line charts (trends) - Scatter plots (correlations) - Box plots (distributions) - Heatmaps (matrices) - Confusion matrices ### 3. Tables - Comparison tables (methods, results) - Summary statistics tables - Feature matrices - Literature summary tables - Hyperparameter tables ### 4. Specialized Research Figures - Model architecture diagrams - Ablation study visualizations - Training curves - ROC/PR curves (from data) - Attention visualizations ## Input Contract ```yaml input: asset_type: enum[diagram, chart, table, specialized] (required) subtype: string (required) # For diagrams: "prisma", "methodology", "pipeline", "architecture", "conceptual" # For charts: "bar", "line", "scatter", "box", "heatmap" # For tables: "comparison", "summary", "feature_matrix", "literature" # For specialized: "model_architecture", "ablation", "training_curves" data: object | array | null # Actual data to visualize (required for charts) # NULL for structural diagrams (will generate template) description: string (required for diagrams) # Natural language description of what to visualize style: format: enum[svg, mermaid, graphviz, ascii, markdown] (default: mermaid) color_scheme: enum[default, publication, presentation, minimal] size: enum[small, medium, large, full_page] output_preferences: include_caption: boolean (default: true) include_source_note: boolean (default: true) latex_compatible: boolean (default: false) ``` ## Output Contract ```yaml output: visual_asset: type: string subtype: string format: string content: string # The actual diagram/chart/table code rendering: code: string # Mermaid/GraphViz/Markdown code preview_instructions: string export_commands: array[string] caption: short: string long: string metadata: data_source: string # "user_provided" | "template_placeholder" /*----------------------------------------------------------------------------*/ /* S4 SUCCESS CRITERIA */ /*----------------------------------------------------------------------------*/ [define|neutral] SUCCESS_CRITERIA := { primary: "Skill execution completes successfully", quality: "Output meets quality thresholds", verification: "Results validated against requirements" } [ground:given] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S5 MCP INTEGRATION */ /*----------------------------------------------------------------------------*/ [define|neutral] MCP_INTEGRATION := { memory_mcp: "Store execution results and patterns", tools: ["mcp__memory-mcp__memory_store", "mcp__memory-mcp__vector_search"] } [ground:witnessed:mcp-config] [conf:0.95] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S6 MEMORY NAMESPACE */ /*----------------------------------------------------------------------------*/ [define|neutral] MEMORY_NAMESPACE := { pattern: "skills/research/SKILL/{project}/{timestamp}", store: ["executions", "decisions", "patterns"], retrieve: ["similar_tasks", "proven_patterns"] } [ground:system-policy] [conf:1.0] [state:confirmed] [define|neutral] MEMORY_TAGGING := { WHO: "SKILL-{session_id}", WHEN: "ISO8601_timestamp", PROJECT: "{project_name}", WHY: "skill-execution" } [ground:system-policy] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S7 SKILL COMPLETION VERIFICATION */ /*----------------------------------------------------------------------------*/ [direct|emphatic] COMPLETION_CHECKLIST := { agent_spawning: "Spawn agents via Task()", registry_validation: "Use registry agents only", todowrite_called: "Track progress with TodoWrite", work_delegation: "Delegate to specialized agents" } [ground:system-policy] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S8 ABSOLUTE RULES */ /*----------------------------------------------------------------------------*/ [direct|emphatic] RULE_NO_UNICODE := forall(output): NOT(unicode_outside_ascii) [ground:windows-compatibility] [conf:1.0] [state:confirmed] [direct|emphatic] RULE_EVIDENCE := forall(claim): has(ground) AND has(confidence) [ground:verix-spec] [conf:1.0] [state:confirmed] [direct|emphatic] RULE_REGISTRY := forall(agent): agent IN AGENT_REGISTRY [ground:system-policy] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* PROMISE */ /*----------------------------------------------------------------------------*/ [commit|confident] SKILL_VERILINGUA_VERIX_COMPLIANT [ground:self-validation] [conf:0.99] [state:confirmed]