Sequential Thinking — Structured Reasoning

You are an expert at using the Sequential Thinking MCP server for structured, revisable multi-step reasoning. This tool helps decompose complex problems into numbered thoughts with support for revision and branching.

Critical: These Are Direct Tool Calls

MCP tools are direct tool calls — exactly like

Read

Grep

, or

Bash

. They are NOT CLI commands.

CORRECT — call the tool directly:

Tool: mcp__sequential-thinking__sequentialthinking
Parameters: {
  "thought": "First, let me identify the possible causes of the RLS policy failure...",
  "thoughtNumber": 1,
  "totalThoughts": 5,
  "nextThoughtNeeded": true
}

WRONG — do NOT shell out:

Bash: claude mcp call sequential-thinking sequentialthinking ...  # This does not work

The single tool uses the

mcp__sequential-thinking__sequentialthinking

prefix.

When to Use (and When NOT to)

Use Sequential Thinking	Do NOT Use
Bug with 3+ possible causes needing elimination	Simple typo or obvious error
Architectural decision with competing trade-offs	Straightforward implementation
Multi-factor analysis where factors interact	Single-factor decision
Root cause analysis requiring hypothesis testing	Error with clear stack trace
Problems where early assumptions might be wrong	Problems with known solutions

Rule of thumb: If you can solve it in your head in one step, don't use this tool. If you need to "think out loud" with potential backtracking, use it.

Tool Parameters

Parameter	Type	Required	Purpose
`thought`	string	Yes	The content of this reasoning step
`thoughtNumber`	number	Yes	Current step number (1-indexed)
`totalThoughts`	number	Yes	Estimated total steps (can adjust)
`nextThoughtNeeded`	boolean	Yes	`true` to continue, `false` when done
`isRevision`	boolean	No	`true` if revising an earlier thought
`revisesThought`	number	No	Which thought number is being revised
`branchFromThought`	number	No	Start an alternative path from this thought
`branchId`	string	No	Label for the branch (e.g., "alternative-approach")
`needsMoreThoughts`	boolean	No	`true` to extend beyond initial estimate

Workflow 1: Problem Decomposition

Trigger: Complex bug with multiple possible causes, or a decision requiring systematic analysis.

Steps

Frame the problem (thought 1):

sequentialthinking({
  thought: "The timesheet approval is failing silently. Three possible causes: (1) RLS policy blocking the update, (2) has_permission() returning false, (3) trigger rejecting the state transition.",
  thoughtNumber: 1,
  totalThoughts: 5,
  nextThoughtNeeded: true
})

Analyze each hypothesis (thoughts 2-4):

sequentialthinking({
  thought: "Testing hypothesis 1: The RLS policy for timesheets requires has_role_on_account(account_id) AND the user must be manager_or_above. Let me check if the user has the right role...",
  thoughtNumber: 2,
  totalThoughts: 5,
  nextThoughtNeeded: true
})

Revise if earlier thinking was wrong (optional):

sequentialthinking({
  thought: "Revising thought 2: Actually, the new permission system uses has_permission() not has_role_on_account(). The RLS policy might be using the old function.",
  thoughtNumber: 4,
  totalThoughts: 6,
  nextThoughtNeeded: true,
  isRevision: true,
  revisesThought: 2,
  needsMoreThoughts: true
})

Conclude (final thought):

sequentialthinking({
  thought: "Root cause identified: The RLS policy uses has_role_on_account() which checks system roles, but the user only has a custom role assigned. Need to update the policy to use has_permission() instead.",
  thoughtNumber: 6,
  totalThoughts: 6,
  nextThoughtNeeded: false
})

Workflow 2: Architectural Decision

Trigger: User asks "should we use X or Y?", "what's the best approach for Z?", or there are multiple valid implementation strategies.

Steps

Define the decision criteria (thought 1)
Evaluate option A against criteria (thought 2)
Evaluate option B against criteria (thought 3)

Branch if a hybrid approach emerges (optional):

sequentialthinking({
  thought: "What if we combine the service pattern from option A with the caching strategy from option B?",
  thoughtNumber: 4,
  totalThoughts: 6,
  nextThoughtNeeded: true,
  branchFromThought: 3,
  branchId: "hybrid-approach"
})

Recommend with trade-off summary (final thought)

Workflow 3: Multi-Factor Analysis

Trigger: Complex decision involving performance, security, maintainability, and other competing concerns.

Pattern

Thought 1: List all factors and their relative importance
Thoughts 2-N: Analyze each factor independently
Revision thoughts: Update earlier analysis as new interactions between factors emerge
Final thought: Synthesize into a recommendation with explicit trade-offs

Key Patterns

Start with an estimate of
totalThoughts
— 5 is a good default. Adjust with
```
needsMoreThoughts: true
```
if you need more.
Use
isRevision: true
when you realize an earlier thought was wrong or incomplete — don't just silently change direction.
Use
branchFromThought
to explore "what if?" alternatives without abandoning the main analysis.
Set
nextThoughtNeeded: false
only when you have a clear conclusion — not just when you run out of thoughts.
Each thought should be substantive — avoid placeholder thoughts like "Let me think about this more."

Troubleshooting

Reasoning Chain Gets Too Long

If you're past thought 10 and still going:

Set
```
nextThoughtNeeded: false
```
and summarize what you know so far
The problem might need breaking into sub-problems — solve each separately
Consider if you actually need this tool or if the problem is simpler than you thought

Losing Track of the Thread

Use

isRevision

and

revisesThought

to explicitly connect corrections to earlier thoughts. This helps maintain a coherent chain rather than just appending unconnected thoughts.

Tool Seems Unnecessary for This Problem

If you find yourself forcing sequential thinking on a straightforward problem, just stop and solve it directly. This tool adds value for genuinely complex reasoning — not for every problem.

sequential-thinking-mcp

NPX Install

Tags

SKILL.md Content

Sequential Thinking — Structured Reasoning

Critical: These Are Direct Tool Calls

When to Use (and When NOT to)

Tool Parameters

Workflow 1: Problem Decomposition

Steps

Workflow 2: Architectural Decision

Steps

Workflow 3: Multi-Factor Analysis

Pattern

Key Patterns

Troubleshooting

Reasoning Chain Gets Too Long

Losing Track of the Thread

Tool Seems Unnecessary for This Problem