aiops-implement

Implement from PRD, issue brief, or tech-spec. Not for grill/alignment — lean active only while writing code.

Invoked by Flow Conductor delivery phase (builder agent). Update flow.state.yaml → delivery_sub_phase as you progress.

Preconditions

• Issue brief or issues/<current> AC, or tech-spec.md + NOTES.md
• DESIGN_REVIEW.md APPROVE when design review ran in this flow
• If /prototype ran: VERDICT.md before absorbing prototype learnings

Impact analysis (before implement)

If graphify-out/graph.json exists, tell the user "查询代码图谱评估修改影响面" then query /code-graph query impact <target-file> before writing code to understand the blast radius. Log affected modules in the journey context so the builder knows what might break.

Orchestration (hard gates — fixed order)

Run sub-phases in order. Do not skip unless user explicitly exempts a step (e.g. mechanical fix → skip new tests).