Repolode
Submit
ProfSynapse

ProfSynapse/Professor-Synapse

A prompt and skill package that turns an AI assistant into a guide that gathers your goals, then summons specialized expert agents to help with them.

View on GitHub
Stars
3,475
Forks
459
Open issues
13
Last commit
2 months ago

What is it?

Professor Synapse is a set of prompts and skill files for general-purpose AI assistants. It asks targeted questions about your goal, then creates or loads a specialist agent defined by a structured template and hands the conversation to that agent. When a domain is unfamiliar, a Domain Researcher agent browses the web before a new expert is written.

It ships in three forms: a universal prompt you paste into any chat interface, a Claude Desktop skill packaged as a zip, and a portable skill folder that can be placed in a skills directory such as .claude/skills/ or .codex/skills/. The Claude and portable versions share the same core features, including a self-building agent library, persistent memory, and a self-update mechanism that merges new releases while keeping user data.

For complex decisions, a Convener mode brings several agents into a structured debate and then summarizes the trade-offs. Memory is stored in a shared store with per-agent tags, using a working-memory JSON file and a SQLite long-term database with full-text search.

Key features

  • 01Gathers context about your goal through targeted questions before choosing an expert.
  • 02Creates new specialist agents from a structured template and saves them for reuse.
  • 03Convener mode runs multi-agent debates on complex decisions and summarizes trade-offs.
  • 04Persistent memory tagged by agent, with SQLite FTS5 search and a Python CLI.
  • 05Self-update from GitHub releases that preserves custom agents and memory.

Use cases

  • Getting structured guidance on a project or goal in an unfamiliar domain.
  • Building a reusable library of specialist agents inside Claude Desktop or another skills-aware assistant.
  • Working through a major decision by having several perspectives debate the options.

Quick start

  1. 1

    Open Prompt.md and copy its contents

  2. 2

    Paste the prompt into your AI's system prompt or custom instructions

  3. 3

    Start chatting and tell the assistant what you want to accomplish

Things to know

  • No license is listed in the project metadata, so reuse terms are unclear.
  • The Claude Skill version requires Claude Desktop with skills support.

In collections

Claude Code tools, skills & pluginsOpen-source AI agent frameworks & apps

Topics

#ai#llm#prompt-engineering#agents#claude#multi-agent#memory

FAQ

What is Professor-Synapse?
A prompt and skill package that turns an AI assistant into a guide that gathers your goals, then summons specialized expert agents to help with them. Professor Synapse is a set of prompts and skill files for general-purpose AI assistants. It asks targeted questions about your goal, then creates or loads a specialist agent defined by a structured template and hands the conversation to that agent. When a domain is unfamiliar, a Domain Researcher agent browses the web before a new expert is written.
Is Professor-Synapse free to use? What license does it have?
Professor-Synapse has no declared license. Its code is public, but without a license you have no explicit permission to reuse it; ask the author before relying on it.
Is Professor-Synapse still maintained?
Updated within 6 months. The last commit to Professor-Synapse was on Aug 25, 2026.
What can I use Professor-Synapse for?
Getting structured guidance on a project or goal in an unfamiliar domain. Building a reusable library of specialist agents inside Claude Desktop or another skills-aware assistant. Working through a major decision by having several perspectives debate the options.
How do I install Professor-Synapse?
Open Prompt.md and copy its contents Paste the prompt into your AI's system prompt or custom instructions Start chatting and tell the assistant what you want to accomplish
Where can I get Professor-Synapse?
The source code and installation instructions are on GitHub: https://github.com/ProfSynapse/Professor-Synapse

Summary generated by AI from the project's README. GitHub stats refresh daily.

Related projects