DNYoussef /============================================================================/ /* 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:
- Data explicitly provided by the user
- Placeholder templates clearly marked as "[YOUR DATA HERE]"
- 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
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
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] <promise>SKILL_VERILINGUA_VERIX_COMPLIANT</promise> [ground:self-validation] [conf:0.99] [state:confirmed]