agent-discovery

Automate discovery and generate draft requirements and framework research documents.

10|7|Updated Sep 24, 2025
One-click install
npx skills add https://github.com/matsuni-kk/agent_template_public --skill agent-discovery-matsuni-kk
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agent-discovery
Source: https://github.com/matsuni-kk/agent_template_public/tree/main/.cursor/skills/agent-discovery
Command: npx skills add https://github.com/matsuni-kk/agent_template_public --skill agent-discovery-matsuni-kk

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes assets (resource) components.

What problem does it solve?

Automates discovery and requirements definition for new domain-specific agents, capturing goals, constraints, and success criteria to accelerate scaffold generation.

Core Features & Use Cases

  • Generates structured artifacts (draft_requirements.md and framework_research.md) from guided discovery questions.
  • Coordinates QC checks and artifact creation to enable fast stakeholder alignment.
  • Provides a repeatable workflow to bootstrap new domain agents and produce governance-ready skeletons.

Quick Start

Begin a new agent discovery by instructing the system to initiate the discovery workflow for a chosen domain.

Frequently Asked Questions about agent-discovery

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

FAQPage Schema
How do I automate requirements discovery for new domain-specific agents?

Agent discovery automates requirements definition for new domain-specific agents by collecting domain scope, user personas, success metrics, and essential features. It then generates draft_requirements.md and framework_research.md artifacts to accelerate your scaffold generation.

What is the best way to generate governance-ready skeletons for domain agents?

Generating governance-ready skeletons requires exporting structured artifacts and running QC checks before skeleton creation. This workflow enforces governance by validating draft_requirements.md and framework_research.md to ensure stakeholder alignment and compliance.

How do I start the discovery workflow to bootstrap a new domain agent?

To start the discovery workflow, instruct the system to initiate the process for your chosen domain. The workflow will guide you through discovery questions, collect domain scope and features, and produce structured artifacts for review.

Can I run QC checks before generating agent skeletons?

Yes, you can run QC checks before skeleton generation. The workflow coordinates artifact creation and enforces QC validation to ensure the draft_requirements.md and framework_research.md meet governance standards before proceeding.

Does agent discovery work for defining user personas and success metrics?

Agent discovery works for defining user personas and success metrics by guiding you through structured discovery questions. It captures domain scope, personas, metrics, and essential features, then exports them into framework_research.md for stakeholder review.

What artifacts are generated during the agent discovery process?

The agent discovery process generates draft_requirements.md and framework_research.md artifacts. These structured documents capture goals, constraints, success criteria, and domain scope to enable fast stakeholder alignment and governance-ready skeleton export.