Skill access pattern (post-kernel-pivot, 2026.5+)

Skill names referenced in this document are AIWG skills, not slash commands. Most are not kernel-listed and cannot be invoked as /skill-name by the platform. Reach them via:

aiwg discover "<capability>"
aiwg show skill <name>

Only kernel-listed skills (aiwg-doctor, aiwg-refresh, aiwg-status, aiwg-help, use, steward) are directly invokable as slash commands. See skill-discovery rule.

New Project

You scaffold a new AIWG-managed project, creating the .aiwg/ directory structure, deploying a starter CLAUDE.md, and initialising the framework registry.

Triggers

Alternate expressions and non-obvious activations (primary phrases are matched automatically from the skill description):

• "start a new project" → scaffold with default template
• "set up aiwg for my project" → scaffold in current directory
• "bootstrap project" → scaffold with default template
• "create aiwg project" → scaffold with default template

Trigger Patterns Reference

Pattern	Example	Action
Named project	"new project my-app"	Run aiwg new my-app
With template	"create project my-app using research template"	Run aiwg new my-app --template research
With provider	"scaffold project my-app for copilot"	Run aiwg new my-app --provider copilot
In-place	"set up aiwg here"	Run aiwg new .
Template list	"what project templates are available?"	Run aiwg new --list-templates

Behavior

When triggered:

1. Extract arguments:

   • What is the project name or target directory?
   • Is a specific template requested? (default: sdlc)
   • Is a specific provider requested? (default: claude-code)
   • Is this in-place (.) or creating a new directory?

2. Run the appropriate command:

   # Default: create named project directory
   aiwg new <project-name>
   
   # With a specific template
   aiwg new <project-name> --template research
   
   # With a specific provider
   aiwg new <project-name> --provider copilot
   
   # In the current directory
   aiwg new .
   
   # Combined
   aiwg new my-app --template sdlc --provider cursor
   

3. What the command creates:

   • .aiwg/ with subdirectories: intake/, requirements/, architecture/, planning/, risks/, testing/, security/, deployment/, working/, reports/
   • .aiwg/frameworks/registry.json — installed framework registry
   • CLAUDE.md (or provider-equivalent) — starter instructions
   • Initial framework deployment for the selected provider

4. Report the result — confirm directories created, files written, and next recommended step (aiwg use sdlc or intake-wizard).

Examples

Example 1: Basic new project

User: "Create a new project called customer-portal"

Extraction: Project name customer-portal, default template, default provider

Action:

aiwg new customer-portal

Response: "Created customer-portal/ with .aiwg/ structure (10 subdirectories), starter CLAUDE.md, and empty framework registry. Next step: run aiwg use sdlc inside the project to deploy the SDLC framework."

Example 2: In-place scaffold

User: "Set up AIWG in the current directory"

Extraction: In-place scaffold (.), default template

Action:

aiwg new .

Response: "Initialised .aiwg/ in the current directory. Starter CLAUDE.md written. Run aiwg use sdlc to deploy frameworks."

Example 3: Research project with specific provider

User: "Bootstrap a new project called signal-study using the research template for Cursor"

Extraction: Project name signal-study, template research, provider cursor

Action:

aiwg new signal-study --template research --provider cursor

Response: "Created signal-study/ with research-template .aiwg/ structure and deployed research-complete framework to .cursor/. Open the project and run intake-wizard to begin."

Example 4: List available templates

User: "What templates can I use when creating a project?"

Extraction: Template listing request

Action:

aiwg new --list-templates

Response: Lists available templates (e.g., sdlc, research, forensics, marketing) with one-line descriptions.

Clarification Prompts

If the user's intent is ambiguous:

• "What should the project be called, or should I scaffold in the current directory?"
• "Which template would you like — sdlc (default), research, forensics, or marketing?"
• "Which provider should I target? (detected: claude-code)"

References

• @$AIWG_ROOT/src/cli/handlers/subcommands.ts — new command handler
• @$AIWG_ROOT/docs/cli-reference.md — CLI reference
• @$AIWG_ROOT/agentic/code/frameworks/sdlc-complete/README.md — SDLC framework overview