ai-sdlc-harness
Takes a work item from requirements to a merged pull request, running planning, test-first coding, review, security checks and PR comment rounds through a team of AI agents. Set up once per workspace, then you run it on each ticket.

Takes a work item from requirements to a merged pull request, running planning, test-first coding, review, security checks and PR comment rounds through a team of AI agents. Set up once per workspace, then you run it on each ticket.
Register one new repo into an already-bootstrapped workspace, without disturbing repos already registered or re-running the full…
Run the governed SDLC pipeline for a work item. USER-ENTRY — invoke only when the user explicitly runs /dev-workflow…
One-time workspace setup for the ai-sdlc-harness pipeline. USER-ENTRY and HUMAN-ONLY — invoke only when the user explicitly runs…
Adopt a v2.x ai-sdlc-harness workspace into v3.0 — config carries over, run history stays archived in place. USER-ENTRY and…
Regenerate the auto-generated repo map the planner grounds its plans in. USER-ENTRY — invoke only when the user explicitly runs…
Refine, analyze, improve, and groom user stories / work items for quality — readiness reports, template restructuring, adaptive…
Read-only dashboard of ai-sdlc-harness runs in this workspace. USER-ENTRY — invoke only when the user explicitly runs…
Change one config section (overrides / provider / language / repos) on an already-bootstrapped workspace, without re-running the…
[HARNESS INTERNAL] Implementation shape for the ai-sdlc-harness pipeline — spawned only by the dev-workflow orchestrator with a…
[HARNESS INTERNAL] Planning shape for the ai-sdlc-harness pipeline — spawned only by the dev-workflow orchestrator (modes: intake…
[HARNESS INTERNAL] Read-only review shape for the ai-sdlc-harness pipeline — spawned only by the dev-workflow orchestrator…
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