Meta Tools

/============================================================================/ / META-TOOLS SKILL :: VERILINGUA x VERIX EDITION / /============================================================================/

---

name: meta-tools version: 1.0.0 description: | [assert|neutral] Meta-tools is a comprehensive framework for creating, validating, optimizing, and composing development tools. It provides automated workflows for tool generation, cross-tool composition, and orchestr [ground:given] [conf:0.95] [state:confirmed] category: foundry tags:

• foundry
• creation
• meta-tools

author: ruv cognitiveframe: primary: aspectual goalanalysis: firstorder: "Execute meta-tools workflow" secondorder: "Ensure quality and consistency" third_order: "Enable systematic foundry processes" ---

/----------------------------------------------------------------------------/ / S0 META-IDENTITY / /----------------------------------------------------------------------------/

[define|neutral] SKILL := { name: "meta-tools", category: "foundry", version: "1.0.0", layer: L1 } [ground:given] [conf:1.0] [state:confirmed]

/----------------------------------------------------------------------------/ / S1 COGNITIVE FRAME / /----------------------------------------------------------------------------/

[define|neutral] COGNITIVE_FRAME := { frame: "Aspectual", source: "Russian", force: "Complete or ongoing?" } [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: ["meta-tools", "foundry", "workflow"], context: "user needs meta-tools capability" } [ground:given] [conf:1.0] [state:confirmed]

/----------------------------------------------------------------------------/ / S3 CORE CONTENT / /----------------------------------------------------------------------------/

Skill Execution Criteria

When to Use This Skill

• [AUTO-EXTRACTED from skill description and content]
• [Task patterns this skill is optimized for]
• [Workflow contexts where this skill excels]

When NOT to Use This Skill

• [Situations where alternative skills are better suited]
• [Anti-patterns that indicate wrong skill choice]
• [Edge cases this skill doesn't handle well]

Success Criteria

• primary_outcome: "[SKILL-SPECIFIC measurable result based on skill purpose]"
• [assert|neutral] quality_threshold: 0.85 [ground:acceptance-criteria] [conf:0.90] [state:provisional]
• verification_method: "[How to validate skill executed correctly and produced expected outcome]"

Edge Cases

• case: "Ambiguous or incomplete input"

handling: "Request clarification, document assumptions, proceed with explicit constraints"

• case: "Conflicting requirements or constraints"

handling: "Surface conflict to user, propose resolution options, document trade-offs"

• case: "Insufficient context for quality execution"

handling: "Flag missing information, provide template for needed context, proceed with documented limitations"

Skill Guardrails

NEVER:

• "[SKILL-SPECIFIC anti-pattern that breaks methodology]"
• "[Common mistake that degrades output quality]"
• "[Shortcut that compromises skill effectiveness]"

ALWAYS:

• "[SKILL-SPECIFIC requirement for successful execution]"
• "[Critical step that must not be skipped]"
• "[Quality check that ensures reliable output]"

Evidence-Based Execution

selfconsistency: "After completing this skill, verify output quality by [SKILL-SPECIFIC validation approach]" programofthought: "Decompose this skill execution into: [SKILL-SPECIFIC sequential steps]" planand_solve: "Plan: [SKILL-SPECIFIC planning phase] -> Execute: [SKILL-SPECIFIC execution phase] -> Verify: [SKILL-SPECIFIC verification phase]"

Meta-Tools - Tool Creation and Composition Framework

Kanitsal Cerceve (Evidential Frame Activation)

Kaynak dogrulama modu etkin.

Overview

Meta-tools is a comprehensive framework for creating, validating, optimizing, and composing development tools. It provides automated workflows for tool generation, cross-tool composition, and orchestration patterns that enable developers to build custom tooling ecosystems.

Purpose

Enable developers to:

• Generate Tools: Automatically create new tools from specifications
• Validate Tools: Ensure tool correctness, security, and performance
• Optimize Tools: Enhance tool efficiency and resource usage
• Package Tools: Bundle tools for distribution and deployment
• Compose Tools: Chain multiple tools into powerful workflows
• Orchestrate Tools: Coordinate complex multi-tool operations

Capabilities

Tool Generation

• Specification-driven tool creation
• Template-based scaffolding
• Auto-generated validation logic
• Built-in error handling
• Documentation generation

Tool Validation

• Schema validation
• Security scanning
• Performance profiling
• Integration testing
• Compliance checking

Tool Optimization

• Performance analysis
• Resource optimization
• Caching strategies
• Parallel execution
• Memory management

Tool Packaging

• Dependency resolution
• Version management
• Distribution packaging
• Installation scripts
• Update mechanisms

Tool Composition

• Pipeline creation
• Data flow management
• Error propagation
• State management
• Result aggregation

Tool Orchestration

• Multi-tool coordination
• Parallel execution
• Conditional workflows
• Event-driven triggers
• Monitoring and logging

Usage Patterns

Quick Tool Generation

# Generate a new tool from specification
python resources/tool-generator.py \
  --spec specs/my-tool.yaml \
  --output tools/my-tool \
  --template resources/templates/tool-template.yaml

Tool Validation

# Validate a tool implementation
node resou

/*----------------------------------------------------------------------------*/
/* 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/foundry/meta-tools/{project}/{timestamp}",
  store: ["executions", "decisions", "patterns"],
  retrieve: ["similar_tasks", "proven_patterns"]
} [ground:system-policy] [conf:1.0] [state:confirmed]

[define|neutral] MEMORY_TAGGING := {
  WHO: "meta-tools-{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] META_TOOLS_VERILINGUA_VERIX_COMPLIANT [ground:self-validation] [conf:0.99] [state:confirmed]

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [DNYoussef](https://github.com/DNYoussef)
- **Source:** [DNYoussef/context-cascade](https://github.com/DNYoussef/context-cascade)
- **License:** MIT

Install and usage instructions live in the source repository linked above.