# Micro Skill Creator > Micro Skill Creator - Skill: `dnyoussef/micro-skill-creator` (Agent Skill, multi-file: 16 files) - Install (CLI): `npx skillmds@latest add dnyoussef/micro-skill-creator` - Raw SKILL.md: https://api.skillmd.com/api/skills/dnyoussef/micro-skill-creator/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/micro-skill-creator --- /*============================================================================*/ /* MICRO-SKILL-CREATOR SKILL :: VERILINGUA x VERIX EDITION */ /*============================================================================*/ --- name: micro-skill-creator version: 2.0.0 description: | [assert|neutral] Rapidly creates atomic, focused skills optimized with evidence-based prompting, specialist agents, and systematic testing. Each micro-skill does one thing exceptionally well using self-consistency, pr [ground:given] [conf:0.95] [state:confirmed] category: foundry tags: - skill-creation - atomic - modular - evidence-based - specialist-agents author: ruv cognitive_frame: primary: evidential goal_analysis: first_order: "Execute micro-skill-creator workflow" second_order: "Ensure quality and consistency" third_order: "Enable systematic foundry processes" --- /*----------------------------------------------------------------------------*/ /* S0 META-IDENTITY */ /*----------------------------------------------------------------------------*/ [define|neutral] SKILL := { name: "micro-skill-creator", category: "foundry", version: "2.0.0", 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: ["micro-skill-creator", "foundry", "workflow"], context: "user needs micro-skill-creator capability" } [ground:given] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S3 CORE CONTENT */ /*----------------------------------------------------------------------------*/ ## Skill Execution Criteria ### When to Use This Skill - Building atomic, reusable workflow components - Creating focused skills that do one thing exceptionally well - Establishing building blocks for cascade orchestration - Developing domain-specific micro-capabilities - When repeatability and composability are critical ### When NOT to Use This Skill - For complex multi-step workflows (use cascade-orchestrator instead) - For one-off exploratory tasks without reuse value - When task is too simple to benefit from skill abstraction - When external tools already handle the capability better ### Success Criteria - [assert|neutral] primary_outcome: "Atomic skill with single responsibility, clean interface, specialist agent, and systematic validation" [ground:acceptance-criteria] [conf:0.90] [state:provisional] - [assert|neutral] quality_threshold: 0.95 [ground:acceptance-criteria] [conf:0.90] [state:provisional] - [assert|neutral] verification_method: "Skill executes successfully in isolation, composes cleanly with other skills, passes functionality-audit validation" [ground:acceptance-criteria] [conf:0.90] [state:provisional] ### Edge Cases - case: "Skill scope creep (trying to do too much)" handling: "Decompose into multiple micro-skills with clear interfaces, apply Unix philosophy" - case: "Unclear input/output contract" handling: "Define explicit schema, add validation, document expected formats" - case: "Skill depends on external state" handling: "Make dependencies explicit parameters, document preconditions, add state validation" ### Skill Guardrails NEVER: - "Create skills with multiple responsibilities (violates atomic principle)" - "Use generic agents instead of domain specialists" - "Skip validation testing (functionality-audit required)" - "Create skills without clear composability in mind" ALWAYS: - "Follow single responsibility principle (one skill, one purpose)" - "Design specialist agent with evidence-based prompting (self-consistency, program-of-thought, plan-and-solve)" - "Define clean input/output contracts with validation" - "Test in isolation AND in composition with other skills" - "Integrate with neural training for continuous improvement" ### Evidence-Based Execution self_consistency: "After skill creation, execute multiple times with same input to verify deterministic behavior and consistent quality" program_of_thought: "Decompose creation into: 1) Define single responsibility, 2) Design specialist agent, 3) Build input/output contract, 4) Implement core logic, 5) Validate systematically, 6) Test composability" plan_and_solve: "Plan: Identify atomic operation + specialist expertise -> Execute: Build agent + validate -> Verify: Isolation test + composition test + neural training integration" # Micro-Skill Creator (Enhanced) ## Kanitsal Cerceve (Evidential Frame Activation) Kaynak dogrulama modu etkin. ## Trigger Keywords **USE WHEN user mentions:** - "create micro-skill", "atomic skill", "small skill", "focused skill" - "single-purpose skill", "one task skill" - "building block", "composable skill", "cascade component" - "reusable [domain] skill", "skill for [specific task]" - "Unix philosophy skill", "do one thing well" - "skill using [evidence technique]" (self-consistency, program-of-thought, plan-and-solve) **DO NOT USE when:** - User wants COMPLEX multi-step skill - use skill-creator-agent - User wants to create AGENT (not skill) - use agent-creator - User wants to IMPROVE existing skill - use recursive-improvement or skill-forge - User wants to optimize PROMPTS - use prompt-architect - Task is one-off without reuse value - direct implementation faster - Task already handled by external tools - integration better than recreation **Instead use:** - skill-creator-agent when skill needs multiple coordinated agents or complex workflow - agent-creator when goal is standalone agent (no skill wrapper need /*----------------------------------------------------------------------------*/ /* 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/micro-skill-creator/{project}/{timestamp}", store: ["executions", "decisions", "patterns"], retrieve: ["similar_tasks", "proven_patterns"] } [ground:system-policy] [conf:1.0] [state:confirmed] [define|neutral] MEMORY_TAGGING := { WHO: "micro-skill-creator-{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] MICRO_SKILL_CREATOR_VERILINGUA_VERIX_COMPLIANT [ground:self-validation] [conf:0.99] [state:confirmed]