context-cascade

/============================================================================/
/* 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]