Evidence-led, open-source-first engineering Skill for project audits, OSS transformation, root-cause diagnosis, UI/UX quality gates, project rescue, and release readiness for AI coding agents.
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Updated
Oct 26, 2026 - Python
Evidence-led, open-source-first engineering Skill for project audits, OSS transformation, root-cause diagnosis, UI/UX quality gates, project rescue, and release readiness for AI coding agents.
Discipline for AI coding crews: a four-layer architecture scaffold, an open-source-first startup gate, and a multi-AI task ledger that stops agents from overwriting each other.
DSH plugin: injects an auditable open-source-first workflow (search -> three-tier evaluation -> build) into the system prompt at order 50.
To associate your repository with the open-source-first topic, visit your repo's landing page and select "manage topics."