do

Route user intent to the correct orchestrator or skill with tiered decision logic.

820|78|Updated Mar 20, 2026
One-click install
npx skills add https://github.com/SethGammon/Citadel --skill do-sethgammon
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: do
Source: https://github.com/SethGammon/Citadel/tree/main/skills/do
Command: npx skills add https://github.com/SethGammon/Citadel --skill do-sethgammon

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Route user intent to the correct orchestrator or skill, reducing friction and decision fatigue by automatically selecting the most appropriate tool for a given task.

Core Features & Use Cases

  • Universal router that classifies input and dispatches to the optimal path (direct skill, marshal, archon, or fleet).
  • Supports Tier 0 pattern matching, Tier 1 active-state short-circuit, Tier 2 skill keyword matching, and Tier 3 LLM-based classification.
  • Provides telemetry logging, trust-level gating, and safe fallbacks to a sane default.

Quick Start

Ask it to route a simple task, for example, '/do status' to see the harness dashboard.

Frequently Asked Questions about do

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

FAQPage Schema
How do I route user intent to the correct tool automatically?

Intent routing uses a tiered decision logic system to classify input and dispatch it to the optimal path, such as a direct skill, marshal, or fleet, reducing decision friction by automatically selecting the most appropriate tool.

How does tiered decision logic work for intent routing?

Tiered decision logic processes intent routing sequentially through Tier 0 pattern matching, Tier 1 active-state short-circuit, Tier 2 skill keyword matching, and Tier 3 LLM-based classification to find the correct orchestrator.

What happens when intent routing fails to find a matching skill?

When intent routing fails to find a matching skill, the system enforces safe fallbacks to a sane default, specifically routing the request to Marshal to ensure the task is handled appropriately.

Can I use telemetry logging and trust-level gating with an intent router?

Yes, this intent router supports telemetry logging and trust-level gating to monitor routing decisions and enforce security boundaries across built-in and project skills.

How do I view the status of my orchestrator and active routing paths?

You can view the status of your orchestrator and active routing paths by requesting the harness dashboard, which provides a visual overview of the current routing environment and dispatched tasks.