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modu-ai/moai-adk/moai-workflow-thinking

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PublishedSeptember 19, 2026 at 05:05 PM

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version: "1.0.1" name: moai-workflow-thinking description: > Sequential Thinking MCP for structured step-by-step analysis via --deepthink flag. Separate from UltraThink which is Claude's native extended reasoning mode. Use for multi-step analysis or architecture decisions. license: Apache-2.0 compatibility: Designed for Claude Code allowed-tools: Read, Grep, Glob, mcp__sequential-thinking__sequentialthinking effort: high user-invocable: false metadata: version: "2.0.0" category: "workflow" status: "active" modularized: "false"

MoAI Extension: Progressive Disclosure

progressive_disclosure: enabled: true level1_tokens: 100 level2_tokens: 3000

MoAI Extension: Triggers

triggers: keywords: ["sequential thinking", "deepthink", "deep analysis", "complex problem", "architecture decision", "technology selection", "trade-off", "breaking change"] phases:

plan

agents:

manager-strategy
manager-spec

Sequential Thinking MCP (--deepthink)

Structured step-by-step reasoning via mcp__sequential-thinking__sequentialthinking MCP tool.

CRITICAL: Three Distinct Reasoning Modes

MoAI has THREE independent deep analysis modes. They are NOT the same thing:

Mode	Trigger	Mechanism	MCP Tool?	GLM Compatible?	Model
`--deepthink`	Explicit `--deepthink` flag	Sequential Thinking MCP tool	YES — `mcp__sequential-thinking__sequentialthinking`	NO — generates server_tool_use content type	Any
`ultrathink`	Keyword or auto-detection	Claude native extended reasoning (high effort)	NO — native to Claude	YES — no special content type	Any
Adaptive Thinking	Automatic on Opus 4.7	Opus 4.7's only supported thinking mode	NO — built-in	YES	Opus 4.7 only

Rules:

--deepthink → ALWAYS invoke Sequential Thinking MCP. NEVER use for native reasoning.
ultrathink → ALWAYS use Claude's native extended reasoning. NEVER invoke Sequential Thinking MCP.
They can coexist: ultrathink --deepthink activates BOTH modes independently.
Adaptive Thinking → Opus 4.7's built-in reasoning. Let the model adapt depth automatically based on task complexity.
On Opus 4.7: do not hardcode a fixed reasoning budget. Adaptive Thinking overrides fixed-budget instructions.

Activation Triggers (--deepthink only)

Use Sequential Thinking MCP when --deepthink flag is explicitly present:

Breaking down complex problems into steps
Planning and design with room for revision
Architecture decisions affect 3+ files
Technology selection between multiple options
Performance vs maintainability trade-offs
Breaking changes under consideration
Multiple approaches exist to solve the same problem
Repetitive errors occur

Tool Parameters

Required Parameters:

thought (string): Current thinking step content
nextThoughtNeeded (boolean): Whether another step is needed
thoughtNumber (integer): Current thought number (starts from 1)
totalThoughts (integer): Estimated total thoughts needed

Optional Parameters:

isRevision (boolean): Whether this revises previous thinking
revisesThought (integer): Which thought is being reconsidered
branchFromThought (integer): Branching point for alternatives
branchId (string): Branch identifier
needsMoreThoughts (boolean): If more thoughts needed beyond estimate

Usage Pattern

Step 1 - Initial Analysis:

thought: "Analyzing the problem: [describe problem]"
nextThoughtNeeded: true
thoughtNumber: 1
totalThoughts: 5

Step 2 - Decomposition:

thought: "Breaking down: [sub-problems]"
nextThoughtNeeded: true
thoughtNumber: 2
totalThoughts: 5

Step 3 - Revision (if needed):

thought: "Revising thought 2: [correction]"
isRevision: true
revisesThought: 2
thoughtNumber: 3
totalThoughts: 5
nextThoughtNeeded: true

Final Step - Conclusion:

thought: "Conclusion: [final answer]"
thoughtNumber: 5
totalThoughts: 5
nextThoughtNeeded: false

Guidelines

Start with reasonable totalThoughts estimate
Use isRevision when correcting previous thoughts
Maintain thoughtNumber sequence
Set nextThoughtNeeded to false only when complete
Use branching for exploring alternatives

Common Rationalizations

Rationalization	Reality
"I can think through this without sequential thinking, it is simple"	Simple problems often hide second-order effects. Structured thinking forces you to enumerate them.
"The thinking steps are just internal, I do not need to record them"	Unrecorded reasoning cannot be reviewed. The chain of thoughts is evidence for the conclusion.
"I already know the answer, the thinking framework is overhead"	Confirmation bias skips disconfirming evidence. The framework forces you to consider alternatives.
"Branching is overkill for this decision"	Decisions with more than one viable path benefit from explicit branch comparison, even briefly.
"I will use UltraThink instead, it is the same thing"	UltraThink is native extended reasoning. Sequential Thinking is MCP-based structured analysis. They serve different purposes and have different API compatibility.

Red Flags

Architecture decision made without documented reasoning chain
Sequential thinking session ended with nextThoughtNeeded still true
Thought chain has no revision steps despite encountering contradictions
Branching not used when two or more viable alternatives were identified
--deepthink flag confused with UltraThink (wrong tool for the job)

Verification

[ ] Thinking chain has a clear totalThoughts estimate that was met or revised
[ ] Final thought sets nextThoughtNeeded to false with a conclusion
[ ] At least one revision step exists if contradictions were encountered
[ ] Branching used when multiple alternatives were identified (show branch IDs)
[ ] Conclusion references specific thought numbers as supporting evidence

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