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Get Started Free →将 Graphify 作为可选知识图谱能力接入,用于 brownfield 结构扫描、依赖路径分析与架构问答。 不替代 `/team-*` 主链;输出统一回落到 handoff 与 artifacts 证据。
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | -20% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -3% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -9% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -38% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -52% | 0% |
/team-plan、/team-execute、/team-review 提供可回溯的图谱证据。npm run graphify:doctor,确认 Python 与 Graphify CLI 可用。graphify-out/。query/path/explain 回答任务相关的结构问题,形成可引用结论。/team-plan 的 challenge/design/readiness 证据/team-execute 的 story slice 影响面说明/team-review 的风险与回归边界说明graphify-out/graphify codex install 或 graphify claude install,避免改写现有 AGENTS/hooks 契约。graphifyy;环境依赖由使用方负责。/team-help -> graphify(build/query/path/explain) -> /team-plan/team-execute -> graphify(path/explain) -> /handoff -> /team-reviewOther measured skills in the registry, with their headline benchmark lift.