nwave-ai/nw-forge
nWave/skills/nw-forge/SKILL.md
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.
$ install --global
skillsauthnpx skillsauth add nwave-ai/nwave nw-forgeInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 24, 2026, 8:41 PM1.9s1 file scanned
SKILL.md
- name:
- nw-forge
- description:
- 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.
- user-invocable:
- true
- argument-hint:
- [agent-name] - Optional: --type=[specialist|reviewer|orchestrator] --pattern=[react|reflection|router]
NW-FORGE: Create Agent (V2)
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.
- ANALYZE — Identify single clear responsibility, check overlap with existing agents, classify type, determine minimum tools needed. Gate: responsibility defined, no overlap, classification chosen.
- DESIGN — Select design pattern, define role and divergent principles, plan Skills extraction, draft frontmatter. Gate: pattern selected, principles drafted, frontmatter ready.
- CREATE — Write agent
.mdusing template. Workflow must be numbered task list. Create Skill files if domain knowledge exceeds 50 lines. Gate: agent file written, line count under 400. - 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.
- 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)
Related Skills
nwave-ai/nw-fp-scala
testing
VerifiedTrustedCommunity
Scala 3 language-specific patterns with ZIO, Cats Effect, and opaque types
602SKILL.mdUpdated Apr 16, 2026
nwave-ai/nw-fp-kotlin
testing
VerifiedTrustedCommunity
Kotlin language-specific patterns with Arrow, Raise DSL, and coroutine-based effects
602SKILL.mdUpdated Apr 16, 2026
nwave-ai/nw-fp-haskell
testing
VerifiedTrustedCommunity
Haskell language-specific patterns, GADTs, type classes, and effect systems
602SKILL.mdUpdated Apr 16, 2026
nwave-ai/nw-fp-fsharp
testing
VerifiedTrustedCommunity
F# language-specific patterns, Railway-Oriented Programming, and Computation Expressions
602SKILL.mdUpdated Apr 16, 2026