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Add R4 escalation reminders and the structured source-id evidence ledger (E4)
Why: The plan's E4 remainder under the MiniMax-only constraint: the
harness must detect the model going in circles and inject a
change-of-strategy instruction (R4 - the model cannot be trusted to
notice its own repeat-fail loop), and number sourcing needs addressable
evidence: tool results carry [src_N|tool] tags so "found in materials"
becomes "found in source src_N" for both the model and the fact-check
notice.

Why: Failure counting lives in one place (onEvent end, keyed by the
slot status) because tool execution is parallel; the ledger and tag
append are serialized by the same mutex, and escalation reminders fire
once per condition streak - following the dual-speed nudge finding that
MiniMax ignores vague reminders but follows concrete instructions.

Evidence: go test ./... green; new anchors TestEscalationOnConsecutive
ToolFailures, TestEscalationOnZeroHitSearches, TestEvidenceLedger
TagsSource, TestEvidenceLedgerSkipsNonEvidenceTools. Live before/
after comparison runs on the Dev side per ruling 6.

Impact: knowledge/web/tavily searches, fs_read_file and the workspace
read_file/grep results now end with a source tag and enter the run
ledger (2k-char head); two consecutive tool failures or two empty
search results inject a concrete change-of-strategy reminder;
base.deliverables v7 and agent-sub-research v3 explain the tags;
fact-check notice points at src results. Non-evidence tools and
failures are unchanged.

Refs: proposal 2026-10-10-agent-delegation-routing-sandbox.md (E4,
R4); Dev task feature/agent-e4-escalation-ledger.
2026-10-10 17:41:38 +00:00

Agent-System-Backend

对话系统后端:Go 模块化单体,默认构建为单二进制(go:embed 内嵌前端与嵌入式 SQLite 存储)。组合 Agent-Native / Agent-Squad / Agent-Intent 生态,依赖 agent-system-core 契约。

契约与架构见 Agent-System-Documents 设计方案与架构文档;开发规范见 development-guidelines(Dev 仓 development/guidelines)。本仓为 Agent-System 多仓组合的组成部分。

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Description
对话系统后端:会话与流式管道、智能体运行时与画像、工具/上下文/文档解析/检索/设置管理、插件宿主(组合 Agent-Native/Squad/Intent);依赖 Agent-System-Core 契约,默认单二进制非容器部署。
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