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Create a new Genai recipe skeleton (genai.recipe.yml + directories) for a new skill. Use when the user asks to create a new Genai skill, recipe, or AI app scaffold.

Import and adapt an existing AI app concept (prompt, web form, API spec) into a Genai recipe skeleton following the clean-room philosophy. Use when the user wants to port or convert an existing AI application into a Genai skill.

Compile a genai.recipe.yml into a deployable Claude Code skill bundle (SKILL.md + input.schema.json + README). Use when the user asks to compile, build, or generate a skill from a recipe.

Automated PR creation following the project's pull request template, with interactive prompts for checklist items, related links, and Jira validation. TRIGGER when: user asks to create/open a pull request after committing changes; user requests a PR targeting a specific branch (e.g. develop, main); user types phrases like "create pull request", "create the pull request", "create PR", "open PR", "a

Validate a compiled Genai skill bundle or a genai.recipe.yml for correctness, safety, and eval coverage. Use when the user asks to validate, check, or verify a skill or recipe.

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

Save and restore cross-session state for coding work. Use when ending a session, switching tasks, or resuming work later and you want a concise where we left off handoff.

Verify AWS infrastructure configuration before deployment. Use when validating VPC endpoints, NAT Gateway capacity, security groups, or debugging network path issues that cause Lambda connection timeouts.

Analyze political, economic, social, technological, environmental, and legal forces. Use when external market shifts could materially affect a product, roadmap, or strategy.

Analyze political, economic, social, technological, environmental, and legal forces. Use when external market shifts could materially affect a product, roadmap, or strategy.

This skill normalizes specifications, transforming rough notes into a coherent spec.md document with testable acceptance criteria.

Spec normalisation: Turn rough notes into a coherent spec (spec.md) with testable acceptance criteria.