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Sequential Thinking Multi-Agent System

by FradSer

sequentialthinking

Process complex problems through sequential analysis using a coordinated team of AI agents for planning, research, critique, and synthesis in structured thought steps.

Instructions

Advanced sequential thinking tool with multi-agent coordination.

Processes thoughts through a specialized team of AI agents that coordinate to provide comprehensive analysis, planning, research, critique, and synthesis.

Args: thought: Content of the thinking step (required) thought_number: Sequence number starting from 1 (≥1) total_thoughts: Estimated total thoughts required (≥5) next_needed: Whether another thought step follows this one is_revision: Whether this thought revises a previous thought revises_thought: Thought number being revised (requires is_revision=True) branch_from: Thought number to branch from for alternative exploration branch_id: Unique identifier for the branch (required if branch_from set) needs_more: Whether more thoughts are needed beyond the initial estimate

Returns: Synthesized response from the multi-agent team with guidance for next steps

Raises: ProcessingError: When thought processing fails ValidationError: When input validation fails RuntimeError: When server state is invalid

Input Schema

NameRequiredDescriptionDefault
branch_fromNo
branch_idNo
is_revisionNo
needs_moreNo
next_neededYes
revises_thoughtNo
thoughtYes
thought_numberYes
total_thoughtsYes

Input Schema (JSON Schema)

{ "properties": { "branch_from": { "anyOf": [ { "type": "integer" }, { "type": "null" } ], "default": null, "title": "Branch From" }, "branch_id": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "default": null, "title": "Branch Id" }, "is_revision": { "default": false, "title": "Is Revision", "type": "boolean" }, "needs_more": { "default": false, "title": "Needs More", "type": "boolean" }, "next_needed": { "title": "Next Needed", "type": "boolean" }, "revises_thought": { "anyOf": [ { "type": "integer" }, { "type": "null" } ], "default": null, "title": "Revises Thought" }, "thought": { "title": "Thought", "type": "string" }, "thought_number": { "title": "Thought Number", "type": "integer" }, "total_thoughts": { "title": "Total Thoughts", "type": "integer" } }, "required": [ "thought", "thought_number", "total_thoughts", "next_needed" ], "type": "object" }

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