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synapse

Route context-driven research tasks across Synapse lifecycle stages.

29|3|Updated Mar 20, 2026

Search Tags:#agent workflow #research orchestration #synapse #mcp tools #compute management #context routing #experiment lifecycle

Ready to run

npx skills add https://github.com/Vincentwei1021/Synapse --skill synapse-vincentwei1021

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: synapse
Source: https://github.com/Vincentwei1021/Synapse/tree/main/public/synapse-plugin/skills/synapse
Command: npx skills add https://github.com/Vincentwei1021/Synapse --skill synapse-vincentwei1021

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Synapse helps you move from project context to research, experiments, and reports without manually coordinating every lifecycle step across tools and agents.

Core Features & Use Cases

Stage-based routing: directs you to the correct Synapse stage skill (setup, research, experiments, documents, autonomy, sessions) based on the current context and hook signals.
Active-context handling: uses Synapse hook-provided UUIDs and calls the right synapse_get_* tools so you continue where Synapse already assigned you.
Empty-project onboarding: prevents stalled starts by offering clear first-step paths (literature-first, question-first, experiment-first, or autonomy).

Quick Start

Use the synapse skill to understand your current Synapse assignments, refresh state with synapse_checkin(), then hand off to the best matching stage skill based on what Synapse says you should do next.

Frequently Asked Questions about synapse

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I orchestrate research workflows across multiple lifecycle stages?▼

Research workflow orchestration routes context-driven tasks to the correct skill boundaries for humans and AI agents. It directs you to the correct Synapse stage skill based on current context and hook signals, covering setup, research, experiments, documents, autonomy, and sessions.

What is the best way to handle empty-project onboarding for research tasks?▼

Empty-project onboarding prevents stalled starts by offering clear first-step paths. You can choose a literature-first, question-first, experiment-first, or autonomy approach to initiate your research project without manual coordination.

How do I continue an AI agent task using hook-provided UUIDs?▼

To continue an AI agent task, active-context handling uses Synapse hook-provided UUIDs and calls the right synapse_get_* tools. This lets you resume exactly where the system already assigned you within the research lifecycle.

Does research orchestration require a manual check-in before routing tasks?▼

Yes, research orchestration requires using synapse_checkin() first to refresh state. After checking in, you must follow UUID-driven synapse_get_* lookups and complete task state via stage-specific completion or submission tools.

Can I route compute management and experiment lifecycle tasks to specific tools?▼

Yes, context routing selects the right tools for research, experiments, documents, autonomy, and sessions. It applies compute management across the experiment lifecycle by directing tasks to correct skill boundaries based on active context.