/devkit-create-skill
Enable interactive design mode
$ npx -y skills add jmagly/aiwg --skill devkit-create-skill --agent claude-codeHow 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-skill
Context preview
The summary Claude sees to decide when to auto-load this skill.
Enable interactive design mode
SKILL.md
devkit-create-skill.SKILL.mdnamespace: aiwg
name: devkit-create-skill
platforms: [all]
description: Enable interactive design mode
triggers:
- "help me build a custom workflow"
- "help me turn this repeated process into an AIWG workflow"
- "decide whether this is a skill agent addon or docs recipe"
- "skill architect"
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:
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:
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.
**REQUIRED frontmatter fields:**
- `name:` — skill slug (kebab-case)
- `description:` — **Mandatory.** Used by Claude Code for NL matching and required by Codex (Codex rejects any SKILL.md without a non-empty description). Never leave this blank.
- `version:` — semver string (e.g., `1.0.0`)
- `priority:` — **Mandatory.** Importance level: `critical`, `high`, `medium`, or `low`. Used by corpus gap reports and backlog tooling to surface work items. Never omit.
---
name: <skill-name>
description: <what this skill does — REQUIRED, non-empty>
version: 1.0.0
priority: medium
---
# <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:
# 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:
{
"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
# 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
References
- @$AIWG_ROOT/agentic/code/addons/aiwg-dev/README.md — aiwg-dev addon overview
- @$AIWG_ROOT/docs/extensions/extension-types.md — Extension types including skill type
- @$AIWG_ROOT/docs/cli-reference.md — CLI reference including add-skill command
- @$AIWG_ROOT/docs/extensions/creating-extensions.md — Guide to building custom extensions
- @$AIWG_ROOT/agentic/code/addons/aiwg-utils/rules/vague-discretion.md — Concrete trigger phrase and loop termination requirements
Read more
namespace: aiwg name: devkit-create-skill platforms: [all] description: Enable interactive design mode triggers: - "help me build a custom workflow" - "help me turn this repeated process into an AIWG workflow" - "decide whether this is a skill agent addon or docs recipe" - "skill architect"
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:
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:
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.
**REQUIRED frontmatter fields:**
- `name:` — skill slug (kebab-case)
- `description:` — **Mandatory.** Used by Claude Code for NL matching and required by Codex (Codex rejects any SKILL.md without a non-empty description). Never leave this blank.
- `version:` — semver string (e.g., `1.0.0`)
- `priority:` — **Mandatory.** Importance level: `critical`, `high`, `medium`, or `low`. Used by corpus gap reports and backlog tooling to surface work items. Never omit.
--- name: <skill-name> description: <what this skill does — REQUIRED, non-empty> version: 1.0.0 priority: medium --- # <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:
# 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:
{
"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
# 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
References
- @$AIWG_ROOT/agentic/code/addons/aiwg-dev/README.md — aiwg-dev addon overview
- @$AIWG_ROOT/docs/extensions/extension-types.md — Extension types including skill type
- @$AIWG_ROOT/docs/cli-reference.md — CLI reference including add-skill command
- @$AIWG_ROOT/docs/extensions/creating-extensions.md — Guide to building custom extensions
- @$AIWG_ROOT/agentic/code/addons/aiwg-utils/rules/vague-discretion.md — Concrete trigger phrase and loop termination requirements
Multi-agent AI framework for Claude Code, Copilot, Cursor, Warp, and 6 more platforms 200+ agents, 109+ CLI commands, 400+ deployable agent/skill/command/rule artifacts, 8 core frameworks, 32 addons, and a 40-plugin Claude Code marketplace.
Repo: jmagly/aiwg
Other skills on aiwg.
- /agent-loop-ext
Crash-resilient external agent loop with state persistence and CI/CD integration
Open skill - /agent-loop
Detect requests for iterative autonomous agent loops and route to the appropriate loop executor
Open skill - /auto-test-execution
Automatically execute tests when code-generating agents modify source files, enforcing the execute-before-return pattern
Open skill - /cross-task-learner
Enable agent loops to learn from similar past tasks and share patterns across loops
Open skill - /debug-memory
Query and manage the executable feedback debug memory
Open skill - /execute-feedback
Execute tests on generated code and iterate until passing
Open skill

