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/devkit-create-agent

Create a new agent with AI-guided expertise definition following the Agent Design Bible

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aiwg
213200 skills199 agents26 commands
Install
$ npx -y skills add jmagly/aiwg --skill devkit-create-agent --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/devkit-create-agent

Context preview

The summary Claude sees to decide when to auto-load this skill.

Create a new agent with AI-guided expertise definition following the Agent Design Bible

SKILL.md

devkit-create-agent.SKILL.md
namespace: aiwg
name: devkit-create-agent
platforms: [all]
description: Create a new agent with AI-guided expertise definition following the Agent Design Bible

Create AIWG Agent

Create a new agent with AI assistance to define expertise, workflow, and capabilities.

**Follows**: [Agent Design Bible](~/.local/share/ai-writing-guide/docs/AGENT-DESIGN.md) - 10 Golden Rules for production-grade agents.

**Research Foundation**: REF-001 (Bandara et al.), REF-002 (Roig 2025) failure archetype prevention.

Usage

/devkit-create-agent <name> --to <target> [options]

Arguments

| Argument | Required | Description | |----------|----------|-------------| | name | Yes | Agent name (kebab-case recommended) |

Required Options

| Option | Description | |--------|-------------| | --to | Target addon or framework |

Optional Options

| Option | Description | |--------|-------------| | --template | Agent template: simple (default), complex, orchestrator | | --interactive | Enable interactive mode with guided questions |

Templates

Templates are in `~/.local/share/ai-writing-guide/templates/agent-scaffolding/`.

simple (default)

Single-purpose, focused agent with minimal structure (Rule 1: Single Responsibility).

  • Best for: Utility agents, single-task specialists
  • Model: haiku (efficiency tier)
  • Tools: Read, Write (Rule 2: Minimal Tools)

complex

Full reasoning agent with all safeguards including failure archetype prevention.

  • Best for: Subject matter experts, reviewers, analysts
  • Model: sonnet/opus (based on complexity)
  • Tools: Read, Write, Grep (Rule 2: 0-3 tools)
  • Includes: Grounding, uncertainty handling, recovery protocol

orchestrator

Multi-agent coordination with workflow patterns and agent assignment tables.

  • Best for: Workflow coordinators, phase managers
  • Model: opus (Rule 8: reasoning tier for coordination)
  • Tools: Task only (Rule 2: single tool for delegation)

validator

Read-only validation agent that doesn't modify state.

  • Best for: Quality gates, compliance checks, code review
  • Model: haiku/sonnet
  • Tools: Read, Grep (read-only)

Interactive Mode

When `--interactive` is specified, I will ask:

1. **Role**: What is this agent's primary role? 2. **Expertise**: What domains does it specialize in? 3. **Responsibilities**: What are its key responsibilities? 4. **Tools**: What tools does it need access to? 5. **Workflow**: How should it approach tasks? 6. **Output**: What format should its output take?

Examples

# Simple agent
/devkit-create-agent code-reviewer --to aiwg-utils

# Complex domain expert
/devkit-create-agent security-auditor --to sdlc-complete --template complex

# Orchestrator agent
/devkit-create-agent deployment-coordinator --to sdlc-complete --template orchestrator --interactive

Execution

1. **Validate inputs**: Check name and target 2. **Verify target exists**: Ensure addon/framework is installed 3. **Select template**: Use specified or default to simple 4. **Gather expertise**: In interactive mode, ask about domain knowledge 5. **Generate agent file**: Create with frontmatter and sections 6. **Update manifest**: Add agent to manifest.json 7. **Report success**: Show location and customization tips

Output Location

<target>/agents/<name>.md

Agent File Structure

---
name: agent-name
description: Agent description
model: claude-sonnet-4-6
tools: Read, Write, MultiEdit, Bash, WebFetch
---

# Agent Title

[Description]

## Expertise
[Domain knowledge]

## Responsibilities
[What the agent does]

## Workflow
[How it approaches tasks]

## Output Format
[Expected output structure]

CLI Equivalent

aiwg add-agent <name> --to <target> --template <type>

10 Golden Rules Validation

After creation, validate against the Agent Design Bible:

aiwg lint agents <target>/agents/<name>.md --verbose

| Rule | Check | |------|-------| | 1. Single Responsibility | One clear purpose, no "and" overload | | 2. Minimal Tools | 0-3 tools, justified | | 3. Explicit I/O | Inputs and outputs defined | | 4. Grounding | Verify before acting (Archetype 1) | | 5. Uncertainty | Escalate ambiguity (Archetype 2) | | 6. Context Scope | Filter distractors (Archetype 3) | | 7. Recovery | Handle errors (Archetype 4) | | 8. Model Tier | Match task complexity | | 9. Parallel Ready | Concurrent execution safe | | 10. Observable | Traceable output |

Related Commands

  • `/devkit-create-command` - Create a slash command
  • `/devkit-create-skill` - Create an auto-triggered skill
  • `/devkit-validate` - Validate agent structure
  • `aiwg lint agents` - Validate against 10 Golden Rules

References

  • @$AIWG_ROOT/agentic/code/addons/aiwg-dev/README.md — aiwg-dev addon overview
  • @$AIWG_ROOT/docs/extensions/extension-types.md — Extension types including agent type
  • @$AIWG_ROOT/docs/cli-reference.md — CLI reference including add-agent command
  • @$AIWG_ROOT/agentic/code/addons/aiwg-utils/rules/god-session.md — Single-responsibility rules for agents
  • @$AIWG_ROOT/agentic/code/addons/aiwg-utils/rules/agent-deployment.md — Agent metadata structure and multi-provider deployment
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