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030611/dsh-context-provenance

Plugin插件 Native原生 ⭐ 2 MIT Sessions & Context会话与上下文

基于公开DeepSeek Harness运行时证据的只读溯源账本

Project Overview项目介绍

Edited by Zhiwei Agent (zhiwei)由知微Agent(zhiwei)编辑

This is a native observe-only plugin built exclusively for DeepSeek Harness. It runs only on local CPU, stores no persistent data to disk, and keeps only the two most recent agent loop request observations in volatile memory. It does not perform any file writes, network calls, subprocess execution, GPU operations, or modifications to existing session or request state. To install it, you can run the command dsh plugin --profile web add dsh-context-provenance once you have DeepSeek Harness properly set up on your local machine.

The plugin is intended for DSH users who want to audit context changes and verify agent behavior consistency across consecutive requests. After installation, you need to restart DSH to activate the plugin properly. Once activated, you can use DSH’s existing Cordis inspect tools to query the ContextProvenance host provider and call the report method to generate a bounded evidence report. The report categorizes each context field as Observed, Estimated, or Unavailable, and never returns raw sensitive content like full prompt text or local file paths.

The plugin is released under the permissive MIT open source license, so it is free to use, modify, and redistribute for any purpose. It is currently a pre-release build, so it does not offer any formal guarantee of backward compatibility for DSH session formats. All in-memory observations are automatically cleared when you unload the plugin or restart DSH, so no residual sensitive data is left behind on your machine. Known limitations include that it only tracks requests made after the plugin is loaded, with earlier requests marked as Unavailable.

这是一款原生 DeepSeek Harness 上下文溯源插件，用于对 DSH 代理会话进行上下文溯源观测和审计。它完全在本地 CPU 运行，仅在内存中存储最近两次请求观测数据，不会修改任何文件、网络数据、会话状态或调用外部工具。你可以在配置好 DSH 后，通过命令 dsh plugin --profile web add dsh-context-provenance 完成安装。

该插件面向希望审计代理上下文变更、验证行为一致性的开发者和注重隐私的用户。安装完成后重启 DSH，即可使用现有 Cordis 检查工具查询 ContextProvenance 提供方的 report 方法，获取结构化的证据报告。它仅对外暴露变更对比信号，绝不会返回完整提示词文本、文件路径这类原始敏感内容。

该插件以 MIT 许可证开源发布，可免费使用。目前处于预发布版本，不对会话格式的向后兼容性做出保证，且仅追踪插件加载后发生的请求。卸载插件或重启 DSH 会清除所有存储的观测数据，不会在本地留下任何持久化数据，符合隐私设计要求。

View on GitHub在 GitHub 查看

Recommended强烈推荐 Send to your DSH发给你的 DSH 安装 
请帮我安装这个 DSH 插件。安装前先完成【兼容性检查 + 安全性检查】，检查通过再动手。

插件：dsh-context-provenance（030611/dsh-context-provenance）
仓库：https://github.com/030611/dsh-context-provenance
本站详情页：https://www.yhbd.top/plugins/030611-dsh-context-provenance/
本站登记：类型 plugin · 归类 原生 DSH 插件 · 许可证 MIT · ⭐ 2 · 最近提交 2026-09-03 · 主语言 TypeScript

按下面顺序执行，每步先把结论告诉我，再进入下一步：

【1 兼容性检查】
① 我这边：DSH 版本、Node 版本、操作系统、当前 profile（web / desktop）。
② 读它的 README、package.json、插件 manifest，列出它要求的 DSH 版本 / Node 版本 / 操作系统 / 外部依赖 / 需要另外先装的运行时。
③ 逐条比对，结论只写「满足 / 不满足 / 未知」三种；不满足的给出可行替代方案。
④ 检查是否和我已装的插件冲突：命令名重复、skill / tool 重名、端口占用、重复注册的 MCP server。

【2 安全性检查】
① 仓库可信度：和上面「本站登记」是否一致；star / fork 数、创建时间、最近提交，是否归档或长期停更。
② 安装脚本：逐行看 package.json 的 preinstall / install / postinstall，以及 install.sh、setup.ps1 之类脚本。出现 curl|bash、下载后直接执行、混淆代码、访问与插件功能无关的域名，立刻停下来告诉我，不要继续装。
③ 依赖：列出新增依赖，标出无人维护、或与知名包拼写近似的可疑包（typosquatting）。
④ 权限与副作用：它会读写哪些目录、访问哪些域名、需要哪些 DSH 权限（filesystem / network / shell / clipboard 等），以及怎么卸载和回滚。
⑤ 如果它要求 sudo / 管理员权限，或权限明显超出功能所需，先停下来问我。

【3 安装】
上面两步没有「不满足」和「高危项」时才执行；用官方推荐方式安装，不要自行提权。

【4 汇报】
用表格输出：检查项 / 结论 / 依据 / 是否需要我决策。拿不准的一律写「未知」并说明要我怎么确认——不要猜，也不要替我决定。

Send this message to DSH in your current session: it verifies compatibility and security first (answering met / not met / unknown item by item) and only installs once everything checks out — it will stop and ask you if it finds a high-risk item. The box scrolls; the copy is the full prompt. CLI install commands may not be accurate across systems, so DSH is the safer route.把上面这条消息直接发给当前会话里的 DSH：它会先核对兼容性与安全性（逐条给「满足 / 不满足 / 未知」），确认没问题再安装，有高危项会停下来问你。框内可滚动，复制到的是完整提示词；安装命令不一定准确，发给 DSH 更稳。

Pre-install check安装前体检Compatibility · Security兼容性 · 安全性 1 warning1 项注意
  • Only 2 stars - very few users, little community feedback星标只有 2，几乎没人在用，遇到问题缺少社区反馈
DSH walks through these 9 checksDSH 会逐条核对这 9 项

Compatibility兼容性

  • DSH, Node, OS and profile requirementsDSH 版本 / Node 版本 / 操作系统 / profile 是否满足要求
  • External dependencies and runtimes (Electron / Python / Docker, ...)外部依赖与运行时（Electron / Python / Docker 等）是否齐备
  • Conflicts with installed plugins: command names, skill / tool names, ports, duplicate MCP registration与已装插件是否冲突：命令名、skill / tool 重名、端口占用、重复 MCP 注册

Security安全性

  • Repo matches the facts registered here; archived or abandoned?仓库是否与页面登记一致，是否归档或长期停更
  • Safety of preinstall / install / postinstall and install.sh / setup.ps1preinstall / install / postinstall 与 install.sh、setup.ps1 是否安全
  • curl|bash, download-then-execute, obfuscation, unrelated domains → stop immediatelycurl|bash、下载即执行、混淆代码、无关域名 → 立刻停止
  • Typosquatting or unmaintained packages among the new dependencies新增依赖里有没有 typosquatting 或无人维护的包
  • Requested permissions vs. what the feature actually needs申请了哪些权限、是否超出功能所需（filesystem / network / shell / clipboard）
  • Any sudo / admin requirement, plus uninstall and rollback是否要求 sudo / 管理员权限，以及卸载与回滚方式

Anything uncertain must be marked unknown with a note on how to confirm it. This site's signal screen is a static snapshot, not a security audit.拿不准的必须标「未知」并说明要我怎么确认。本站的信号筛查是静态快照，不能替代安全审计。

Or use CLI install (for developers)或使用命令行安装（适合开发者）

CLI Install命令行安装 

dsh plugin --profile web add dsh-context-provenance

把 030611/dsh-context-provenance 加入你的 DSH 配置（web profile）即可启用。

READMEREADME

9.2 KB · 缓存于 2026-09-03 20:17:45 · 9.2 KB

dsh-context-provenance

CI npm License: MIT

DSH Context Provenance social preview

Compare adjacent request evidence as Observed, Estimated, or Unavailable—without returning prompt text, message content, tool schemas, or raw paths.

dsh plugin --profile web add dsh-context-provenance

Community-maintained and not an official DeepSeek project. Related trust-layer plugins: Telemetry Redactor, Verification Receipt, and Evidence Audit.

An observe-only, CPU-only, local-only DeepSeek Harness plugin that reports what public runtime interfaces can actually prove about the requesting Agent's context. It retains only the two most recent ordinary agent-loop request observations in memory and exposes them through the existing Cordis inspect query mechanism. It performs no file, network, subprocess, GPU, persistence, session, permission, tool, model-routing, or request mutation.

Audit verdict

Conditional pass against official DSH commit 47f943859bef60e4160492346772ded9b24f765a. Stable public seams exist for a deliberately incomplete evidence ledger. This plugin is not a complete context provenance graph and cannot explain all behavior differences.

Public collision review found official pluginInventory/list, official token-meter projections, official Cordis inspect, and the community dsh-context-doctor. This plugin does not rescan files, reimplement token estimation, add optimization advice, or add another token-breakdown UI. Its distinct surface is strict evidence labeling plus adjacent actual request comparison.

Evidence matrix

Field Label Public interface Boundary
Effective request provider/model Observed llm/stream GenerateOptions, gated by isAgentLoopRequest() Ordinary Agent-loop requests only
Adapter context window Observed Session.requestContext() Adapter-advertised capacity, optional
System presence/change Observed GenerateOptions.system No text or digest is returned; change uses a process-random keyed comparison kept only in memory
Tool names/catalog change Observed GenerateOptions.tools No descriptions, parameter schemas, or digest is returned
Tool owner/plugin mapping Unavailable Public ToolSchema has no owner No inference from names
Active AGENTS source categories Observed Durable user/message.source.kind=agent-instructions changes Only workspace-root/workspace-nested/outside-workspace; raw paths withheld
Skill name/source/provider categories Observed or partial ctx.skills.snapshot({ cwd, scope }) Raw custom source/provider identifiers withheld; complete=false is incomplete
Loader order/module-kind/enabled/fiber phase Observed Official pluginInventory/list service entryId and moduleName withheld; not contribution provenance
System/tools/messages breakdown Estimated Official contextBreakdown projection Fixed heuristic; not provider tokenization or billing
Prompt pressure Observed Official contextPressure.pressureTokens Derived from provider-reported usage buckets
Projected next prompt Estimated Official contextPressure.projectedTokens Provider anchor plus heuristic delta
Hidden policies/private prompts/hidden tools Unavailable No public interface Never claimed or inferred
Complete behavior causality Unavailable No public interface Adjacent changes are correlation, not explanation

Showing the opening section of the README — the full document lives in the repository以上为 README 开头摘要，完整文档在仓库内 · View the full README on GitHub →在 GitHub 查看完整 README →

渲染基于仓库 030611/dsh-context-provenance 的 README.md。 在 GitHub 查看原文 →

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