Automatically populates SDLC artifact metadata headers across project templates using team configuration (e.g., .aiwg/team/team-profile.md). Fields like author, created date, project, organization, status, and version are filled in idempotently.
Run at project start after team onboarding, when adding new artifacts, or when standardizing project metadata across templates. Supports dry-run previews, targeted type fills (ADRs, use cases, test plans), and author overrides.
Intended for agentic developer toolchains (Claude Code, Codex, Copilot-style orchestrators) that integrate with repo templates and CLIs.
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Corpus Export
Package selected subsets of a research corpus into portable archives (tar.gz/zip) including PDFs, analysis, citations and BibTeX with manifest and provenance.
Corpus Export
Export selected subsets of a research corpus into portable archives (tar.gz or zip) including PDFs, analysis, citations, and BibTeX for sharing or reproducibili
SDLC Flow Gate Check
Orchestrate automated SDLC gate validations with specialist subagents and synthesize a clear pass/fail report.