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Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.

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--- name: devkit-create-skill description: Create a new AIWG skill with AI-guided design args: [--interactive] [--guidance "text"] - name: name description: Skill name (kebab-case) required: true - name: --to description: Target addon or framework required: true - name: --interactive description: Enable interactive design mode required: false --- # Create AIWG Skill Create a new skill that can be triggered by natural language patterns. ## Understanding Skills Skills differ from commands: - **Commands**: Triggered by explicit `/command-name` invocation - **Skills**: Triggered by natural language patterns (e.g., "apply voice", "validate writing") Skills are ideal for: - Capabilities users invoke conversationally - Features that should "just work" without explicit commands - Cross-cutting concerns that apply in many contexts ## Process ### 1. Validate Parameters Verify `$ARGUMENTS` contains: - Skill name (kebab-case) - `--to` target (addon or framework, NOT extension) **Note**: Skills cannot be added to extensions because skills need standalone functionality. Check target exists: ```bash ls ~/.local/share/ai-writing-guide/agentic/code/addons/<target>/ # or ls ~/.local/share/ai-writing-guide/agentic/code/frameworks/<target>/ ``` ### 2. Interactive Design (if --interactive) Guide the user through skill design: **Skill Purpose**: > What does this skill do? (e.g., "applies voice profiles to content", "validates code quality") **Trigger Phrases**: > What natural language phrases should activate this skill? > Examples: > - "apply voice", "use voice", "write in <voice> voice" > - "validate code", "check quality", "review code" > - "format document", "clean up", "prettify" **Input Requirements**: > What input does this skill need? > - Content to process > - Configuration parameters > - File paths **Output Format**: > What does this skill produce? > - Transformed content > - Validation report > - Recommendations **Reference Materials**: > Does this skill need supporting documentation? > - Style guides > - Validation rules > - Example outputs ### 3. Execute Scaffolding Run the CLI scaffolding tool: ```bash node ~/.local/share/ai-writing-guide/tools/scaffolding/add-skill.mjs \ <name> \ --to <target> ``` ### 4. Generated Structure ``` <target>/skills/<name>/ ├── SKILL.md # Main skill definition └── references/ # Supporting documentation ``` ### 5. Customize SKILL.md The generated SKILL.md needs customization: ```yaml --- name: <skill-name> description: <what this skill does> version: 1.0.0 --- # <Skill Name> ## Trigger Phrases Activate this skill when the user says: - "<phrase 1>" - "<phrase 2>" - "<phrase 3>" ## Input This skill expects: - <input requirement 1> - <input requirement 2> ## Execution Process 1. <Step 1> 2. <Step 2> 3. <Step 3> ## Output This skill produces: - <output 1> - <output 2> ## Examples ### Example 1: <scenario> **User**: "<example trigger>" **Result**: <what happens> ### Example 2: <scenario> **User**: "<example trigger>" **Result**: <what happens> ``` ### 6. Add Reference Materials If the skill needs supporting documentation: ```bash # Create reference files touch <target>/skills/<name>/references/style-guide.md touch <target>/skills/<name>/references/validation-rules.md ``` ### 7. Update Manifest The CLI tool automatically updates the manifest. Verify: ```json { "skills": ["existing-skill", "<new-skill>"] } ``` ## Output Format ``` Skill Created: <name> ───────────────────── Location: <target>/skills/<name>/ Created: SKILL.md references/ Manifest updated: <target>/manifest.json Next Steps: 1. Edit SKILL.md to define trigger phrases 2. Add execution process details 3. Create reference materials (if needed) 4. Test with natural language triggers ``` ## Examples ```bash # Create skill in addon /devkit-create-skill code-formatter --to aiwg-utils # Create skill with interactive guidance /devkit-create-skill voice-apply --to voice-framework --interactive # Create skill in framework /devkit-create-skill requirement-tracer --to sdlc-complete ``` ## Best Practices 1. **Clear trigger phrases**: Use natural, conversational language 2. **Multiple triggers**: Provide several ways to invoke the skill 3. **Specific execution**: Document exactly what happens when triggered 4. **Good examples**: Show realistic usage scenarios 5. **Reference materials**: Include supporting docs when needed