ask

Route natural-language questions to inner workflows with provenance-tracked logs.

135|36|Updated Mar 21, 2026
One-click install
npx skills add https://github.com/JetXu-LLM/DocMason --skill ask-jetxu-llm
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ask
Source: https://github.com/JetXu-LLM/DocMason/tree/main/skills/canonical/ask
Command: npx skills add https://github.com/JetXu-LLM/DocMason --skill ask-jetxu-llm

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It guides ordinary user questions inside a DocMason workspace and routes them to the correct inner workflow while preserving conversation-native logs for auditability and traceability.

Core Features & Use Cases

  • Canonical Ask Routing: route natural-language questions to the appropriate top-level and inner workflows, ensuring traceability.
  • Provenance Logging: preserve per-turn logs and reference trails for auditability.
  • Inner-Workflow Orchestration: coordinate with specialized inner workflows (grounded-answer, grounded-composition, retrieval, provenance-trace, runtime-log-review) to produce verifiable outputs.

Quick Start

Ask a natural-language question and let DocMason route it to the appropriate inner workflow.

Frequently Asked Questions about ask

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

FAQPage Schema
How do I route natural-language questions to workflows while keeping provenance logs?

You can route natural-language questions within a DocMason workspace to inner workflows while preserving conversation-native logs. This approach maintains per-turn provenance trails for auditability and coordinates with specialized workflows to produce verifiable outputs.

What is canonical ask routing and when do I need it for workflow orchestration?

Canonical ask routing directs natural-language questions to appropriate top-level and inner workflows, ensuring traceability. You need it when processing natural-language asks in a DocMason workspace that requires provenance-tracked, verifiable outputs.

Does workspace question routing work with grounded-answer and retrieval workflows?

Workspace question routing coordinates with specialized inner workflows including grounded-answer, grounded-composition, retrieval, provenance-trace, and runtime-log-review. These inner workflows collaborate to produce verifiable outputs from natural-language asks.

How do I start routing asks in a DocMason workspace?

To route asks in a DocMason workspace, submit a natural-language question and let the skill route it to the appropriate inner workflow. It enforces canonical ask handling and coordinates with inner workflows to generate verifiable results.

Why are my workflow routing logs missing provenance trails for user questions?

Workflow routing logs missing provenance trails occur when canonical ask handling is not enforced. Applying provenance logging preserves per-turn logs and reference trails, coordinating with inner workflows to ensure every natural-language ask maintains verifiable auditability.