Curated Prompt Vault
Generative AI Agent Dev Swamp Cycle
diagram: title: "{argument name="Title of the figure" default="Generative AI Agent Development Swamp Cycle"}" style: character: "simple_editorial_cute" tone: "…
Goku Prompt Hub
Curated Prompt Vault
diagram: title: "{argument name="Title of the figure" default="Generative AI Agent Development Swamp Cycle"}" style: character: "simple_editorial_cute" tone: "…
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diagram:
title: "{argument name="Title of the figure" default="Generative AI Agent Development Swamp Cycle"}"
style:
character: "simple_editorial_cute"
tone: "light_like_original"
line: "soft_round"
shading: "flat_minimal"
palette: "muted_editorial"
background: "light_beige_or_white"
rule:
first_character_only: "Only the first person is different"
others_same_character: "Everything else is the same person."
anxiety_requires_tech_terms: true
dialogue_tone: "Maintaining the original image's short and light expressions"
layout:
intro_track: "The upper row is a straight line (left→right), then drops down and merges into a circle."
loop_track: "Arrange as a ring with arrows curved clockwise along the circumference"
nodes:
# ===== Upper section: Straight line introduction =====
- id: A
zone: "intro"
position: "upper_left"
actor: "Outsider (Senior Engineer)"
visual: "Pointing at the laptop"
item: "AI Agent Demo Screen"
says: "ハッピーになれるよ。"
arrow_to: { id: B, shape: "straight", direction: "right" }
- id: B
zone: "intro"
position: "upper_center"
actor: "Protagonist (same person)"
visual: "Light Wave of Hand"
says: "If only it were a simple agent..."
arrow_to: { id: C, shape: "straight", direction: "right" }
- id: C
zone: "intro"
position: "upper_right"
actor: "Protagonist (same person)"
visual: "Run sample code"
item: "LangChain / CrewAI サンプル"
arrow_to: { id: D, shape: "straight", direction: "down" }
# ===== D: Awakening Point =====
- id: D
zone: "connector"
position: "right_outer_before_loop"
actor: "Protagonist (same person)"
visual:
face: "My eyes widen (cute)"
effect: "Small Flash of Inspiration"
posture: "leaning forward"
state: "Awakening"
says: "エージェント、これやばい…"
micro_text: "(Wake up here)"
arrow_to:
id: E
shape: "gentle_curve"
direction: "down_into_ring"
# ===== Start the ring (always start from here) =====
- id: E
zone: "loop"
position: "loop_right_upper"
actor: "Protagonist (same person)"
visual: "Holding your head (cute)"
state: "Anxiety and frustration begin"
says: "イライラ"
thought_terms:
- "Prompt Design"
- "Tool Selection"
- "Memory Design"
thought_text: "Things don't go as I thought..."
arrow_to: { id: F, shape: "curved_along_ring", direction: "clockwise" }
- id: F
zone: "loop"
position: "loop_right_lower"
actor: "Protagonist (same person)"
visual: "Surrounded by code and logs"
state: "Frustration is taking hold"
says: "In an irritating state"
callout: "ループ! Rampage! Hallucination! "
thought_terms:
- "RAG"
- "Function Calling"
- "Tool-Use"
arrow_to: { id: G, shape: "curved_along_ring", direction: "clockwise" }
- id: G
zone: "loop"
position: "loop_bottom"
actor: "Protagonist (same person)"
visual: "Full of sticky notes and diagrams"
says: "As your body develops tolerance, the amount you use gradually increases."
items:
- "Agent Configuration Diagram"
- "Role Division Memo"
- "State Transition Flow"
arrow_to: { id: H, shape: "curved_along_ring", direction: "clockwise" }
- id: H
zone: "loop"
position: "loop_left_lower"
actor: "Protagonist (same person)"
visual: "Move well and make a small fist pump"
state: "Temporary Satisfaction"
says: "Desires are temporarily satisfied."
arrow_to: { id: I, shape: "curved_along_ring", direction: "clockwise" }
- id: I
zone: "loop"
position: "loop_left_upper"
actor: "Protagonist (same person)"
visual: "Lost in thought again"
state: "Attachment and Thought Possession"
says: "エージェントのこと