Shapes turns action-first: action leads, steps numbered, state restated. Use for ADHD-friendly output. Do not use to trim tokens; use response-compression.
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Generates a Mermaid workflow diagram showing process steps, decisions, and state transitions. Use when documenting CI/CD pipelines or lifecycle processes.
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Generate a Mermaid flowchart showing process workflows, pipelines, or state machines from code or documentation.
cartograph:data-flow)cartograph:architecture-diagram)Dispatch the codebase explorer agent:
Agent(cartograph:codebase-explorer)
Prompt: Explore [scope] and return a structural model.
Focus on process steps, conditional logic, state
transitions, and pipeline stages for a workflow diagram.
Look for: Makefiles, CI configs, hook chains, command
sequences, and lifecycle methods.
Transform the structural model into a Mermaid flowchart with decision nodes and process steps.
Rules for workflow diagrams:
flowchart TD for sequential processesflowchart LR for pipelines with parallel tracks[Rectangle] for process steps{Diamond} for decision points([Stadium]) for start/end states[[Subroutine]] for sub-processes((Circle)) for join/sync points-->|label| for transition conditions-.->) for error/fallback paths==>) for critical pathExample output:
flowchart TD
start([Start: PR Created])
lint[Run Linters]
test[Run Tests]
review{Code Review}
approve[Approved]
changes[Request Changes]
merge([Merge to Main])
start --> lint --> test
test --> review
review -->|pass| approve --> merge
review -->|fail| changes -.-> lint
Call the Mermaid Chart MCP to render:
mcp__claude_ai_Mermaid_Chart__validate_and_render_mermaid_diagram
prompt: "Workflow diagram of [scope/process]"
mermaidCode: [generated syntax]
diagramType: "flowchart"
clientName: "claude-code"
If rendering fails, fix syntax and retry (max 2 retries).
Show the rendered diagram with a brief description of the workflow stages and decision points (2-3 sentences).
flowchart syntax generated containing at least one
diamond {Decision} node representing a conditional branchmcp__claude_ai_Mermaid_Chart__validate_and_render_mermaid_diagram
called and returns without error (or retry attempted and result
reported)-.->) distinct
from happy-path arrows when error paths exist in the source[[Subroutine]] nodes아직 리뷰가 없습니다. 사용해 본 소감을 남겨 주세요.
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Shapes turns action-first: action leads, steps numbered, state restated. Use for ADHD-friendly output. Do not use to trim tokens; use response-compression.
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Inverts burden of proof for code additions. Use when reviewing PRs, planning refactors, or running unbloat to challenge every addition's necessity.
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Tracks per-agent token usage and flags waste in parallel dispatch. Use when evaluating parallel agent efficiency or after a multi-agent run.
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Coordinates Claude agent teams via filesystem protocol. Use when orchestrating parallel agents with task dependencies. Do not use for single-agent tasks.
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Evaluates API surface design, consistency, and exemplar alignment. Use when reviewing public API changes or before releasing a new API surface.
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Selects architecture paradigm via research before scaffolding. Use when architecture is undecided and the choice needs justification and documentation.
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