NW-FORGE: Create Agent (V2)

SkillMedia

Creates new specialized agents using the 5-phase workflow (ANALYZE > DESIGN > CREATE > VALIDATE > REFINE). Use when building a new AI agent or validating an existing agent specification.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the NW-FORGE: Create Agent (V2) skill

What this skill tells your AI

The instructions your AI receives, as published by nwave-ai/nwave in nWave/skills/nw-forge/SKILL.md and read by ahel’s review.

Wave: CROSS_WAVE Agent: Zeus (nw-agent-builder)

Overview

Create a new agent using research-validated v2 approach: focused core (200-400 lines) with Skills for domain knowledge.

  1. ANALYZE — Identify single clear responsibility, check overlap with existing agents, classify type, determine minimum tools needed. Gate: responsibility defined, no overlap, classification chosen.
  2. DESIGN — Select design pattern, define role and divergent principles, plan Skills extraction, draft frontmatter. Gate: pattern selected, principles drafted, frontmatter ready.
  3. CREATE — Write agent .md using template. Workflow must be numbered task list. Create Skill files if domain knowledge exceeds 50 lines. Gate: agent file written, line count under 400.
  4. VALIDATE — Run 14-point validation checklist. Check for anti-patterns. Verify workflow is numbered task list, not prose. Gate: all 14 items pass, zero anti-patterns.
  5. REFINE — Address validation failures. Add instructions only for observed failure modes. Re-measure and re-validate. Gate: all items pass, line count reported.

Agent Invocation

@nw-agent-builder

Execute *forge to create {agent-name} agent.

Configuration:

  • agent_type: specialist | reviewer | orchestrator
  • design_pattern: react | reflection | router | planning | sequential | parallel | hierarchical

Success Criteria

  • Agent definition under 400 lines (wc -l)
  • Official YAML frontmatter format (name, description, tools, maxTurns)
  • 11-point validation checklist passes
  • Only divergent behaviors specified (no Claude defaults)
  • 3-5 canonical examples included
  • Domain knowledge extracted to Skills if >50 lines
  • No aggressive language (no CRITICAL/MANDATORY/ABSOLUTE)
  • Safety via platform features (frontmatter/hooks), not prose

Next Wave

Handoff To: Agent installation and deployment Deliverables: Agent specification file + Skill files (if any)

Expected Outputs

~/.claude/agents/nw/nw-{agent-name}.md
~/.claude/skills/nw-{skill-name}/SKILL.md*.md    (if Skills needed)

Signals

GitHub stars
610
Forks
64
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
nw-forge
Source
github.com/nwave-ai/nwave