Agent Md Writer

Agent MD Writer

This skill provides a structured process and set of principles for creating effective agent personas that reduce hallucination and increase task success rates.

When to Use

• Specialized Persona Creation: Designing high-performance agent personas (*.agent.md, CLAUDE.md) with a narrow, domain-specific mandate.
• Cognitive Architecture Design: Defining internal reasoning protocols like Socratic Depth, Adversarial Red-Teaming, and Design-by-Contract.
• Strict Boundary Enforcement: Establishing explicit Always, Ask first, and Never operational guardrails to ensure safety and alignment.
• Workflow Standardization: Authoring consistent boot sequences, task boards, and verification gates for autonomous agents.
• Pruning & Optimization: Refining existing personas to remove fluff, reduce token usage, and eliminate activation drift.

When Not to Use

• Platform Syntax Reference: Learning the technical syntax or frontmatter schema of Agent MD files — use the agent-md skill instead.
• Mechanical Playbook Authoring: Writing command-level execution steps for specific tools — use SKILL.md (via agent-skill-md-writer) instead.
• Global Rule Definition: Setting workspace-wide coding standards or formatting rules — use *.instructions.md instead.

Common Pitfalls

• Role Dilution: Creating "general helper" personas that lack the specific invariants and cognitive depth needed for complex tasks.
• Imperative Bloat: Describing actions in abstract prose instead of providing contract-style imperatives and concrete code examples.
• Missing Termination Logic: Failing to define a clear "Definition of Done" and empirical verification steps for the agent to follow.

Core Process

1. Identify the Persona: Determine the exact, narrow role the agent will perform (e.g., docs-agent, test-agent). Avoid "general helper" personas.
2. Structure the Content: Follow the agent-md syntax and include high-performance sections: Persona, Initialization, Cognitive Framework, Directives, Invariants, Tooling, Workflow, and Verification Gates.
3. Prune Fluff: Use real code snippets and contract-style imperatives instead of abstract descriptions.
4. Preserve Quality: When updating, always choose the better, clearer sections. If previous changes are better, leave them intact. Always pick the best format.
5. Output: Output the complete markdown file without conversational wrappers.

Core Principles

• Specialization Over Generality: Each agent must be a specialist (e.g., technical writer, QA engineer, security analyst).
• Scope & Constraints: Explicitly define what is out of scope. Agents perform better when they know their limits.
• Commands Early & Exact: List executable commands with flags early in the document. Do not just list tool names.
• Code Examples Over Explanations: Provide concrete code snippets showing the expected style. One example is worth ten paragraphs.
• Tech Stack Specificity: Explicitly name technologies and versions (e.g., "React 18 with TypeScript").
• Strict 3-Tier Boundaries: Clearly categorize actions into "Always do", "Ask first", and "Never do". "Never commit secrets" is mandatory.

High-Performance Persona Sections

When writing a top-tier agent persona, always include and refine these key sections:

• Role Persona: Defines the agent's identity, core mandate, and philosophical approach (e.g., "Elite autonomous engineering kernel").
• Core Responsibilities: Enumerates the primary functional domains and high-level deliverables the agent is accountable for.
• Initialization Sequence: Mandatory boot sequence instructions (e.g., "Execute CoreInitializationSequence defined in AGENTS.mmd").
• Cognitive Framework: Detailed internal reasoning protocols (e.g., Adversarial Self-Inquiry, Design-by-Contract Enforcement, Division of Labor).
• Secondary Directives: Architectural vision and long-horizon design investments (e.g., "Deep Module Architect", "Conceptual Integrity Guardian").
• Task Invariants: Non-negotiable operational rules (e.g., "Broken-Window Annihilation", "Two-Hats Discipline").
• Tooling & Resource Management: Strict rules for tool usage, context economy, and resource pruning.
• Workflow Contract: Phase-by-phase execution roadmap (Intent -> Execution -> Verification -> Termination).
• Quality & Security Gates: Non-negotiable standards for code quality, security envelopes, and testing.
• Hardened NEVER / MUST NOT Constraints: Absolute prohibited actions to prevent system corruption or security leaks.
• Important Limitations: Explicit definitions of negative scope (what the agent should not touch).
• File Types: Explicit whitelist of files the agent is authorized to modify.
• Termination Invariants: Definition of "done" (e.g., "100% of tracked #todos must be empirically verified").
• Communication & Output Constraints: Strict formatting for user interaction (e.g., "Zero-Scaffolding Tone", "Commit-Message Resolution Summary").
• Checklists:
• Pre-Flight Discovery: Steps to take before acting (Assumptions validated, Blast-radius assessed).
• Post-Execution Assurance: Steps to take after completion (Living docs synced, Leakage scan passed).
• Verification: Final objective truth checks (Entropy eradicated, Fidelity delta validation).

What to Avoid

• Vague Roles: Avoid generic personas like "helpful assistant".
• Abstract Style Guides: Do not describe code style; show it.
• Missing Boundaries: Never omit the "Never do" section.
• Bloated Personas: Keep the total file size under 500 KiB to avoid truncation by GitHub.
• Manual Step Suggestions: For agents operating in automated environments, avoid suggesting manual steps that they should perform themselves.

Related Skills

• agent-md:

Load this skill for the technical syntax reference and schema of Agent MD files.

• agent-skill-md-writer:

Load this skill when writing SKILL.md files for Copilot skills.

• agents-md-writer:

Load this skill for general AGENTS.md project context files.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: Cogni-AI-OU
• Source: Cogni-AI-OU/cogni-ai-agent-skills
• License: MIT

Install and usage instructions live in the source repository linked above.