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AI-DLC workspace kickoff. Handles the welcome banner and workspace setup — creating the intent directory, state file, and audit file. Read by the orchestrator at the start of every new intent.
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Based on SOC occupation classification
Design clear, versioned, backward-compatible interfaces and contracts between units, services, and external consumers. Applies wherever interfaces/contracts are designed or reviewed.
Evaluate software architecture for sound boundaries, intentional coupling, explicit trade-offs, scalability, deployability, operability, and failure behaviour. Applies wherever architectural decisions are designed or reviewed.
Identify and define the core domain concepts of a system — components, entities, relationships, ownership boundaries, and the language the system speaks. Applies wherever domain structure, entity ownership, or business capability boundaries are designed or reviewed.
Apply disciplined implementation practices across backend, frontend, infrastructure, configuration, and tests: write-test-verify, repository convention matching, integration boundary control, and appropriate test strategy.
AI-DLC workflow orchestrator. Activate whenever the user states a fresh development intent — building, creating, implementing, fixing, migrating, refactoring, or adding a feature to a codebase. Use this skill for any free-form development prompt such as "build X", "add feature Y", "migrate Z to W", "fix the bug in V", "refactor U", or "create a new service for T".
Elicit, decompose, and structure requirements from ambiguous human intent into verifiable, traceable specifications. Applies wherever requirements are discovered, refined, validated, or used to check downstream artifacts.
| name | aidlc-kickoff |
| description | AI-DLC workspace kickoff. Handles the welcome banner and workspace setup — creating the intent directory, state file, and audit file. Read by the orchestrator at the start of every new intent. |
When activated, display:
AI-DLC Workflow Initiated
Humans provide the judgement.
AI orchestrates, executes, and self-verifies.
Create the intent directory structure per conventions/folder-structure.md:
org-ai-kb/aidlc-docs/intent-* directoriesorg-ai-kb/aidlc-docs/intent-<nnn>-<slug>/ with subdirectories: state/, audit/, stages/intent.md at the intent root (verbatim prompt + summary + slug + type)state/state.json per conventions/state-schema.json (empty stages array)audit/audit.json per conventions/audit-schema.json (empty entries array)After setup is complete, proceed to workflow composition.