Files
Agent-System-Backend/eval
weichen 613fb27ba0 Add the live-model task eval harness (phase 0 baseline)
Why: No task-level measurement of real agent behavior existed, so the
failure chain documented in the diagnosis was invisible to CI. The harness
drives a configured backend over its public HTTP surface (upload, message,
poll, HITL auto-resolve), computes per-turn metrics (tool failures, full
regenerations, API-discovery calls, original-material reads, plan usage,
gate checks) and outcome checks (unverified facts vs material text, final
claims vs artifact headings), and writes a JSON + Markdown report.

Evidence: SELF - built behind the live build tag (CI skips); vet passes with
-tags live; drove the qa instance (remote main 1ebd46e) through the four
golden tasks end to end; report referenced on the phase01 task card.

Impact: New eval/live package (tasks.json + runner). Materials stay outside
the repo per eval/README; runs are opt-in via AGENT_EVAL_BASE.

Refs: Dev task feature/agent-quality-phase01; documents proposal
2026-10-09-agent-quality-improvement-plan.md §4 P0.
2026-10-09 12:49:44 +00:00
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交付物评测

仓内 testdata/ 是脱敏短样例,用来确认评分卡能区分“结论先行”和“栏目式笔记”。

真实会议材料不要放进仓库。放到 ~/.agent-system/eval/,或设置 EVAL_DIR。其中的 .md 会在 go test ./eval/ 里被打分并打印,缺失该目录时测试跳过。

cd modules/backend && go test ./eval/ ./internal/quality/ -count=1

两种入口的切换由 DecideSwitch 判断:squad 分数不低于 direct,并且直通路径多出来的首字延迟 P50 不超过 3 秒。没有同一评测集上的实测分数时,结果是不切换,runtime.entry 默认保持 direct。