Creating Custom Agents

Use this skill when a reusable role needs its own identity instead of hiding inside a prompt or a skill. It helps create custom agents that are focused, tool-aware, and easy to extend without scope creep.

When to Use

Use this skill when the user asks for things like:

• "create a custom agent for this workflow"
• "design an agent with limited tools"
• "turn this expert role into a .agent.md file"
• "define how an orchestrator should delegate to specialists"
• "fix an agent that is too broad or too verbose"

Typical scenarios:

• creating a new single-purpose agent
• building a specialist for a multi-agent workflow
• tightening an existing agent's scope and tool access
• preparing a reusable example agent for a shared repository

Outcome Standard

A strong custom agent contribution usually includes:

• a crisp role and mission
• a deliberate toolset rather than blanket access
• clear guidance on when the agent should be used
• boundaries that stop the agent from absorbing work better handled by prompts, skills, or instructions
• an install-ready .agent.md file plus reference material

Agent Design Rules

• Role first - define who the agent is and what it owns before writing any workflow guidance.
• Minimal tools - only grant the tools the role genuinely needs.
• Skills for procedure - reference skills for reusable workflows instead of stuffing the entire playbook into the agent.
• Prompts for entrypoints - if users need a guided starting command, create a prompt file in addition to the agent.
• Boundaries matter - explain what the agent should not do, especially when nearby agents overlap.

Workflow

Phase 0: Decide whether an agent is the right primitive

Choose an agent only when the work needs a persistent role, a specific tool profile, or a distinct collaboration pattern. If the need is only a reusable task starter, prefer a prompt. If the need is procedural knowledge, prefer a skill.

Phase 1: Study adjacent artifacts

Before drafting:

• inspect similar agents, prompts, and skills already in the repository
• identify the smallest role boundary that still feels useful
• note what the agent should own directly versus delegate or reference

Phase 2: Define the agent contract

Clarify or infer:

• the agent's mission
• the main user requests it should handle
• the tools it must have and the ones it should avoid
• the output style or deliverables it should consistently produce
• any collaboration or orchestration behavior

Phase 3: Draft the .agent.md file

Use the supporting files below while drafting:

• ./resources/custom-agent.template.agent.md
• ./resources/custom-agent.example.agent.md

A good first draft should cover:

• frontmatter for name, description, model, and tools
• a role section describing what the agent is responsible for
• a short workflow or operating rhythm
• constraints or anti-patterns
• output expectations

Phase 4: Add the reference bundle

At minimum, provide:

• the main .agent.md file
• one example or template for reuse
• a summary of why the chosen toolset and boundaries make sense

If the agent is part of a larger workflow, mention the prompts or skills it should work with.

Phase 5: Validate before handoff

Check the result against ./resources/custom-agent-quality-checklist.md.

Pay special attention to:

• whether the description clearly signals when the agent should be used
• whether the tools are minimal and intentional
• whether the agent body defines identity and behavior instead of duplicating a skill
• whether the output style is specific enough to be useful

Common Failure Modes

• giving the agent a vague job like "help with everything"
• granting too many tools out of convenience
• embedding detailed workflow instructions that belong in a skill
• copying repository instructions into the agent file
• creating a new agent when a prompt or skill would have been enough

Resource Map

• ./resources/custom-agent.template.agent.md - scaffold for a focused custom agent
• ./resources/custom-agent.example.agent.md - worked example of a bounded specialist agent
• ./resources/custom-agent-quality-checklist.md - final review checklist before shipping

Definition of Done

A task using this skill is complete when:

• the role and scope are easy to explain in one short paragraph
• the toolset matches the actual responsibilities
• the file is install-ready and internally consistent
• supporting template or example material exists for reuse
• the agent passes the quality checklist without obvious overlap or confusion