bmad-analyst

Parse Markdown agent definition files to extract persona and operational logic.

Updated Mar 16, 2026

Search Tags:#developer tools #debugging #analysis #agent #persona #instructions

Ready to run

npx skills add https://github.com/deltatree/wissensmanagement --skill bmad-analyst-deltatree

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: bmad-analyst
Source: https://github.com/deltatree/wissensmanagement/tree/main/.agents/skills/bmad-analyst
Command: npx skills add https://github.com/deltatree/wissensmanagement --skill bmad-analyst-deltatree

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps in understanding and analyzing the behavior and instructions of other AI agents by loading and interpreting their definition files.

Core Features & Use Cases

Agent Analysis: Load and parse agent definition files (.md) to understand their persona, activation steps, and operational instructions.
Persona Emulation: Provides a framework for an AI to fully embody a specified agent's persona.
Use Case: When onboarding a new AI agent, use this Skill to quickly understand its purpose, how to interact with it, and its core functionalities by analyzing its SKILL.md and associated files.

Quick Start

Analyze the agent definition located at /path/to/agent/SKILL.md.

Frequently Asked Questions about bmad-analyst

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

FAQPage Schema

How do I analyze an AI agent definition file to understand its behavior?▼

To analyze AI agent behavior, you parse Markdown files containing YAML frontmatter and agent-specific directives to interpret the agent's persona, activation steps, and operational logic.

How can I debug agent instructions by reading their persona and activation logic?▼

Debugging agent instructions involves loading the agent definition file and interpreting its persona, activation steps, and operational logic to identify and resolve behavior emulation issues.

What is the process for emulating an AI agent persona from a definition file?▼

Emulating an AI agent persona requires parsing the definition file to provide a framework that fully embodies the specified agent's behavior and operational instructions.

Does this agent analysis tool require specific file formats for parsing?▼

Yes, agent analysis requires parsing Markdown files that contain YAML frontmatter and agent-specific directives to successfully interpret the agent's operational logic.

When do I need to parse YAML frontmatter to understand an AI agent?▼

You need to parse YAML frontmatter when onboarding a new AI agent to quickly understand its purpose, core functionalities, and interaction methods by analyzing its definition files.

Are there limitations when interpreting agent behavior from Markdown definition files?▼

Interpreting agent behavior is limited to the scope of the provided Markdown definition files, relying entirely on the accuracy of the embedded YAML frontmatter and persona directives.