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Assistant Growth Experiments — DSH Plugin for DeepSeek Harness
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@dsh-enhanced/assistant-growth-experiments

Assistant Growth Experiments

Durable supervised workflow learning with approval, replay, effect-blocked shadow, one-shot canary, and exact rollback.

The plugin will be installed here. Keep web if you are unsure.

npx -y @deepseek-ai/dsh plugin --profile web add @dsh-enhanced/assistant-growth-experiments@0.1.32
READMECompatibilityVersions

Compatibility and provenance

Assistant Growth Experiments is published as @dsh-enhanced/assistant-growth-experiments and currently resolves to version 0.1.32. The Hub verifies its manifest and preserves the exact installation source for reproducible installs.

DSH compatibility
*
Runtime surfaces
any
Release source
npm
Registry updated
9/20/2026

Versions

0.1.32stable
9/13/2026
0.1.31stable
9/12/2026
0.1.30stable
9/12/2026
Show 10 more versionsCollapse versions
0.1.24stable
9/5/2026
0.1.23stable
9/4/2026
0.1.22stable
9/4/2026
0.1.21stable
9/4/2026
0.1.20stable
9/4/2026
0.1.19stable
9/4/2026
0.1.18stable
9/3/2026
0.1.17stable
9/3/2026
0.1.14stable
9/3/2026
0.1.12stable
9/1/2026

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Latest
0.1.32
DSH
*
HMR
Process restart
Tree shaking
Safe tree shaking not declared
Unpacked size
141 kB
Files
28
Surface
any
License
MIT
Source
npm
GitHub
★ 2
Weekly downloads
249
Security scan
✓ v0.1.32 scan passed
Last push
9/13/2026
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README

@dsh-enhanced/assistant-growth-experiments

显式启用的受监督能力,非默认能力。 默认个人助理安装不会加载本包。启用时它只组合 @dsh-enhanced/assistant-growth-contract、Delivery 和 Automations 的当前 Host 协议;没有这些 精确边界会拒绝启动,绝不降级为接受任意 trace 或模型自报。

这是基于可信、版本化工作流证据的持久成长实验控制器:只接受 Delivery 的结构化 trace projection,不让原始工具参数离开其 Host 边界;候选经 owner 审批后,依次执行 replay、阻断 全部外部副作用的 shadow、至多一次 production canary,并且只有收到 trusted + achieved 评估后 才使用 Automation CAS 提升。其余路径一律回滚。

开发者显式安装

dsh plugin --profile web add @dsh-enhanced/assistant-growth-experiments
dsh --profile web --dump-config

配置

- id: dsh-enhanced-assistant-growth-experiments
  name: '@dsh-enhanced/assistant-growth-experiments'
  inject:
    - assistantAutomations
    - assistantDelivery
  config:
    databasePath: !!js dshHomePath('assistant-growth-experiments/growth.sqlite')
    tickIntervalMs: 5000
    minRepeatedSuccesses: 3
    maxBatchSize: 10
    maxExperimentDurationMs: 604800000
    maxOperationAttempts: 8
    retryBaseMs: 1000
    retryMaxMs: 60000

证据入口与私有 capability

Delivery 是唯一的 workflow trace producer。Growth 启动时调用 registerWorkflowTraceSink({ contractVersion: 1, sink }),取得固定 sourceId: assistantDelivery、持久 generation、authority digest 和 disposer。该 sink 是只交给 当前注入实例的进程内 capability:Growth 没有 projectWorkflowTraceRevision 公共 service 方法, 也不会把 sink、registration 或 source attestation 暴露为模型工具。Delivery 或 Growth 卸载、替换 或调用 disposer 时会撤权;旧 sink 和旧 generation 不能继续写入。

Delivery 先把 revision 写进自己的 durable trace outbox,随后才异步投影并严格校验回执。暂时的 sink 失败保留原 revision、按退避重试;重载后的有效 registration 会重放当前 revision。每条 WorkflowTraceRevision 都必须携带与该 registration 完全相同的 source attestation,版本允许跳号, 但旧版本、同版本不同内容或 digest 不一致都会拒绝。

自动学习只有一个封闭来源:当前 active owner 必须直接回复一条已取得 provider message id 的普通 Agent reply,发送精确的 /feedback achieved;该 reply 的原始入站正文还必须逐字命中 Delivery 审查过的静态 catalog selector。selector 不做 trim、大小写折叠、参数解析或实体提取,生成的模板 也完全是静态内容。只有这一组合会原子生成 content-free 的 verified-repetition trace;partial、 not-achieved、未命中 catalog、preview/失败运行、手写 background intent 或无法由 durable Inbox/Outbox 重新证明的 reply 只会得到不可改写的本地 no-trace 回执。

/workflow save 仍是单独的 owner-explicit 路径:它只产生带 owner-explicit / deidentification-unproven attestation 的候选,绝不直接启用 Automation。一个 owner-explicit trace 可以使候选 ready;自动路径则必须累积至少 minRepeatedSuccesses 个不同、当前 有效的 trusted + achieved taskRef。重复投影同一 taskRef 不会抬高计数。

trace source 使用导出的 workflowArgumentShapeDigest(value):它只编码 JSON 类型、对象字段和数组 成员类型集合,标量值、数组长度和顺序不会进入 fingerprint。Delivery 将可复用模板内容保留在私有 registry,只向 Growth 投影 templateRef/templateDigest/privacyAttestation;Growth 不保存 raw prompt。 这里的可信根是持有私有 sink capability 的 Host 注入 Delivery,而不是 revision 中可伪造的字符串。

受监督实验序列

Automations 实现导出的 GrowthAutomationPort。每个跨库动作先持久化 operation intent,再以固定 operationId 调用;同一 operation 必须精确重放同一 receipt,payload 变化即拒绝。审批只能创建 initialState: paused 的 Automation;通过审批后固定顺序为 replay → effect-blocked shadow → 单次 production canary → trusted achieved 检查 → CAS promotion。canary 启动与查询是两个接口: canaryWorkflowAutomation 只允许一个固定 exposure operation,pending 状态只能由 inspectWorkflowCanary 查询,不能重新暴露。任一拒绝、过期、证据变化、失败或恢复预算耗尽都会走 durable rollback,而不是把 paused artifact 留作已启用。

Automations 在真正创建 artifact 时才向 Delivery 的私有 resolver 解析 template reference;Growth 始终只携带 content-free reference,不能读取或改写 owner prompt、principal 或 delivery binding。

schema v2 边界

当前账本为 schema v2。v1 是曾保存 prompt-bearing template 的未发布原型,无法在保留该数据的同时 满足 content-free 边界,因此不做就地迁移:启动会 fail closed。升级者必须先归档或显式删除旧 v1 数据库,再创建新的 v2 私有账本;不得把旧模板复制进 v2 或伪造 trace 来绕过该边界。

服务名为 assistantGrowthExperiments。health() 只暴露固定计数和可选错误码,不返回 workspace、身份、证据内容或数据库路径。

权限与数据

  • 文件系统:在 databasePath 创建 mode 0600 的 SQLite/WAL 账本;父目录为私有目录。
  • 网络:无直接网络访问;跨系统调用只经注入的 Automation/Delivery Host service。
  • 子进程:无。
  • 凭据:不读取、不保存。
  • 浏览器:无。
  • 安装脚本:无。

账本只保存工具 catalog id 和“已脱敏参数结构”的 SHA-256,不接受原始参数值。deadline 或尝试预算耗尽后不会提升;已存在 paused/canary artifact 的失败路径进入持久 rollback intent。rollback 暂时不可达时保持 fail-closed 并在 health 中报告,而不是伪造终态。

兼容性

See the repository compatibility baseline.

Promoted experiments can enter rollback-pending when their exact canary's canonical objective is corrected or withdrawn. Automations sends the exact artifact version it paused; Growth persists that version and replays the rollback receipt after restart. Ordinary foreground workflow revisions continue through the existing trace/candidate invalidation path. Historical outcomes and unrelated deployments are preserved.