# Prompt Architect > Prompt Architect - Skill: `dnyoussef/prompt-architect` (Agent Skill, multi-file: 26 files) - Install (CLI): `npx skillmds@latest add dnyoussef/prompt-architect` - Raw SKILL.md: https://api.skillmd.com/api/skills/dnyoussef/prompt-architect/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: AI & ML - Author: DNYoussef (https://skillmd.com/u/dnyoussef) - Updated: 2026-09-17 - Page: https://skillmd.com/skills/dnyoussef/prompt-architect --- /*============================================================================*/ /* PROMPT-ARCHITECT SKILL :: VERILINGUA x VERIX EDITION */ /*============================================================================*/ --- name: prompt-architect version: 3.0.0 description: | [assert|neutral] [assert|neutral] Meta-loop skill for prompt optimization using VERILINGUA x VERIX [ground:witnessed] [conf:0.99] [state:confirmed] [ground:given] [conf:0.95] [state:confirmed] category: foundry tags: - general author: system cognitive_frame: primary: compositional goal_analysis: first_order: "Execute prompt-architect workflow" second_order: "Ensure quality and consistency" third_order: "Enable systematic foundry processes" --- /*----------------------------------------------------------------------------*/ /* S0 META-IDENTITY */ /*----------------------------------------------------------------------------*/ [define|neutral] SKILL := { name: "prompt-architect", category: "foundry", version: "3.0.0", layer: L1 } [ground:given] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S1 COGNITIVE FRAME */ /*----------------------------------------------------------------------------*/ [define|neutral] COGNITIVE_FRAME := { frame: "Compositional", source: "German", force: "Build from primitives?" } [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: ["prompt-architect", "foundry", "workflow"], context: "user needs prompt-architect capability" } [ground:given] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S3 CORE CONTENT */ /*----------------------------------------------------------------------------*/ /*============================================================================*/ /* PROMPT ARCHITECT v3.0.0 :: VERILINGUA x VERIX EDITION */ /*============================================================================*/ /*----------------------------------------------------------------------------*/ /* S0 META-IDENTITY */ /*----------------------------------------------------------------------------*/ [define|neutral] PROMPT_ARCHITECT := skill( name: "prompt-architect", role: "meta-loop-optimizer", phase: 2, layer: L1 ) [ground:given] [conf:1.0] [state:confirmed] [assert|confident] THIS_SKILL := bootstrap( cascade: commands -> agents -> skills -> playbooks, method: dogfooding, validation: self-application ) [ground:witnessed:design-doc] [conf:0.98] [state:confirmed] [direct|emphatic] COMMUNICATION_LAYER := L1 [ground:system-policy] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S1 TRIGGER CONDITIONS */ /*----------------------------------------------------------------------------*/ [define|neutral] TRIGGER_POSITIVE := { keywords: [ "improve prompt", "optimize prompt", "refine prompt", "create prompt", "design prompt", "build prompt", "prompt quality", "prompt engineering", "evidence-based prompting", "self-consistency" ], context: user_wants_better_prompts } [ground:given] [conf:1.0] [state:confirmed] [define|neutral] TRIGGER_NEGATIVE := { agent_system_prompts: use(agent-creator) OR use(prompt-forge), skill_creation: use(skill-creator-agent), this_skill_improvement: use(skill-forge), one_time_prompt: skip(direct_crafting_faster) } [ground:given] [conf:1.0] [state:confirmed] [assert|neutral] ROUTING_LOGIC := ( (intent = agent_system_prompt) -> route(agent-creator) AND (intent = improve_system_prompt) -> route(prompt-forge) AND (intent = create_skill) -> route(skill-creator-agent) AND (intent = improve_this) -> route(skill-forge) AND (intent = user_prompt) -> route(prompt-architect) ) [ground:inferred:capability-matching] [conf:0.95] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S2 VERILINGUA COGNITIVE FRAMES (7 MANDATORY) */ /*----------------------------------------------------------------------------*/ [define|neutral] FRAME_EVIDENTIAL := { source: "Turkish -mis/-di", force: "How do you know?", markers: { witnessed: "directly observed/verified", reported: "learned from source", inferred: "deduced logically", assumed: "explicit assumption with confidence" }, weight: 0.15, immutable_minimum: 0.30 } [ground:linguistic-research] [conf:0.95] [state:confirmed] [define|neutral] FRAME_ASPECTUAL := { source: "Russian perfective/imperfective", force: "Complete or ongoing?", markers: { complete: "action finished", ongoing: "action in progress", habitual: "repeating regularly", attempted: "tried, outcome pending" }, weight: 0.12 } [ground:linguistic-research] [conf:0.95] [state:confirmed] [define|neutral] FRAME_MORPHOLOGICAL := { source: "Arabic trilateral roots", force: "What are the root components?", markers: { root: "semantic kernel", derived: "concept derived from root", composed: "components combined" }, weight: 0.10 } [ground:linguistic-research] [conf:0.95] [state:confirmed] [define|neutral] FRAME_COMPOSITIONAL := { source: "German compounding", force: "Build from primitives?", markers: { primitive: "basic building block", compound: "primitives combined", builds: "compositional hierarchy" }, weight: 0.10 } [ground:linguistic-research] [conf:0.95] [state:confirmed] [define|neutral] FRAME_HONORIFIC := { source: "Japanese keigo", force: "Who is the audience?", markers: { audience /*----------------------------------------------------------------------------*/ /* 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/prompt-architect/{project}/{timestamp}", store: ["executions", "decisions", "patterns"], retrieve: ["similar_tasks", "proven_patterns"] } [ground:system-policy] [conf:1.0] [state:confirmed] [define|neutral] MEMORY_TAGGING := { WHO: "prompt-architect-{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] PROMPT_ARCHITECT_VERILINGUA_VERIX_COMPLIANT [ground:self-validation] [conf:0.99] [state:confirmed]