Agent skill
nw-command-optimization-workflow
Step-by-step workflow for converting bloated command files to lean declarative definitions
Install this agent skill to your Project
npx add-skill https://github.com/nWave-ai/nWave/tree/main/nWave/skills/nw-command-optimization-workflow
SKILL.md
Command Optimization Workflow
Overview
Convert oversized commands (500-2400 lines) to lean declarative definitions (40-300 lines) by removing duplication, extracting domain knowledge to agents, and adopting the forge.md pattern.
Phase 1: Analyze
- Classify: dispatcher, orchestrator, or simple
- Measure:
wc -lthe file - Identify content categories (approximate %): parameter parsing/validation | Workflow/orchestration logic | Agent prompt templates | Examples/documentation | Error handling | Boilerplate (orchestrator briefing, agent registry)
- Flag reducible content: Duplication from other commands (orchestrator briefing, agent registry, parameter parsing) | Domain knowledge belonging in agents (TDD phases, review criteria, methodology) | Dead code (deprecated formats, aspirational features, old signatures) | Verbose examples (JSON blocks exceeding 3 examples) | Aggressive language (count CRITICAL/MANDATORY/MUST)
Phase 2: Extract
2a: Remove shared boilerplate
These blocks appear in 5-12 commands, extract to shared orchestrator preamble skill:
- "Sub-agents have NO ACCESS to Skill tool" briefing (~20-30 lines/file)
- Agent registry with capabilities (~15-20 lines/file)
- Parameter parsing rules (~10-15 lines/file)
- Pre-invocation validation checklist (~10-15 lines/file)
- "What NOT to include" blocks (~8-12 lines/file)
After extraction, command references preamble.
2b: Move domain knowledge to agents
If command contains HOW the agent works, move to agent definition or skill:
- TDD phase details -> nw-software-crafter | DIVIO templates -> nw-documentarist | Refactoring hierarchies -> nw-software-crafter | BDD/Gherkin -> nw-acceptance-designer | Review criteria -> reviewer agent | Mutation testing config -> nw-software-crafter
Command retains WHAT and success criteria. Agent owns HOW.
2c: Delete dead content
Remove: deprecated format references | Aspirational unimplemented features | Verbose JSON contradicting current format | BUILD:INJECT placeholders | Mixed-language comments
2d: Reduce aggressive language
- "CRITICAL: You MUST extract..." -> "Extract..."
- "MANDATORY: Use the Task tool" -> "Use the Task tool"
- "NON-NEGOTIABLE requirement" -> Remove adjective entirely
2e: Condense examples
Keep 2-3 canonical examples max. Each demonstrates distinct pattern (correct usage, edge case, common mistake).
Phase 3: Restructure
Apply declarative command template (load command-design-patterns skill):
- Header: wave, agent, overview
- Context files required
- Agent invocation with configuration
- Success criteria
- Next wave handoff
- Expected outputs
For orchestrators, add Phases section between overview and agent invocation.
Phase 4: Validate
- Under size target (dispatchers: 40-150, orchestrators: 100-300)
- No duplicated boilerplate
- No domain knowledge belonging in agents
- No aggressive language (CRITICAL/MANDATORY/MUST count = 0)
- 2-3 examples max
- No dead code or deprecated references
- Declarative structure (WHAT not HOW)
- Measurable success criteria
- Clear agent invocation pattern
Phase 5: Measure and Report
Report before/after: Line count (target 60-80% reduction for large files) | Content categories removed/moved | Aggressive language removed | Dependencies created (shared preamble, agent skill additions)
Special Case: develop.md (Mega-Orchestrator)
develop.md at 2,394 lines requires special handling:
- Embeds 6+ sub-command workflows inline
- Should reference sub-commands, not embed them
- Orchestration logic (phase sequencing, resume) is legitimate -- keep it
- Agent prompt templates for sub-commands -> replace with references
- Target: 200-300 lines of pure orchestration
Approach: extract orchestration phases as lean sequence (which agent, which command, what context, what gate), remove all embedded sub-command content.
Shared Orchestrator Preamble
Extract common orchestrator knowledge to single shared skill:
- Architectural constraint about sub-agent tool access
- Valid agent list with brief capabilities
- Standard parameter parsing rules
- Pre-invocation validation pattern
- Correct/wrong invocation examples (2 each)
Estimated: ~60-80 lines. Replaces ~620 lines duplicated across commands.
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