DSH Lean Context 为可用工具建立本地索引,明确命中时预选工具,其他情况按需搜索。
安装
# npm 包(预构建)
dsh plugin --profile web add dsh-lean-context
# GitHub 源码(首次需按提示配置 allowBuilds 构建授权后重试)
dsh plugin --profile web add github:LizzzMax/dsh-tool-index
装任何插件都等于在你的机器上跑第三方代码,权限和你本人一样大——能读你的文件、用你的凭据、访问网络,工具审批管不到它。GitHub 来源的插件还会在安装时执行构建脚本——pnpm 默认拦截,所以安装可能停在 ERR_PNPM_GIT_DEP_PREPARE_NOT_ALLOWED 或 ERR_PNPM_IGNORED_BUILDS;dsh 会打印出需要添加的确切键名,把它加进该 profile 的 pnpm-workspace.yaml 的 allowBuilds 下,重跑一次即可装上。放行构建本身就是一次信任判断:请只安装可信来源,并尽量锁定 commit(github:owner/repo#sha)。
README
该插件的 README 只有英文版本。
Local tool discovery for DeepSeek Harness. The plugin builds a per-agent in-memory keyword index from the tools admitted for the current step. It ranks names, descriptions, parameters, action aliases, and URI schemes. A clear action and object match can expose one deferred tool directly. Otherwise dsh_search_tools returns up to three candidates and dsh_call_tool invokes the chosen tool through DSH's normal executor and step admission.
Token benchmark
| Task | Prior lazy dispatcher | DSH Lean Context | Tokens saved | Model requests |
|---|---|---|---|---|
| Short reply with no tools | 11,835 | 10,741 | 1,094 (9.2%) | 1 → 1 |
| Update six local files | 63,630 | 46,781 | 16,849 (26.5%) | 5 → 4 |
| Read a resource through MCP | 36,443 | 21,986 | 14,457 (39.7%) | 3 → 2 |
| Total | 111,908 | 79,508 | 32,400 (29.0%) | 9 → 7 |
Each task ran once in each isolated profile using DSH 0.2.2-rc.1, Web Standard, and gpt-6.1-sol at medium reasoning. Both profiles included OpenViking. The comparison used Lean Context 0.1.0 and dsh-tool-lazy-dispatcher 1.2.0 with a local compatibility patch. Totals include input and output tokens, with cached input counted in the input total.
For the MCP task, the prompt specified a resource URI and a reading goal. Lean Context preselected the reader, so the model called it directly and retrieved the expected value. In the file task, the baseline also spent one request on pwd, while Lean Context started with glob. Request counts can vary with the model's execution path.
Profile setup
In DSH Web, open Settings → Plugins → Add Plugin, then paste the package URL from the latest release. You can also install the downloaded .tgz or this source folder as a local package. Enable the dsh-lean-context bundle in your profile. In DSH Web you can also install by entering dsh-lean-context as the npm package name.
For upgrades from a GitHub release through 0.1.1, remove the old dsh-tool-index bundle before enabling dsh-lean-context.
Use one tool-disclosure bundle per profile. This bundle replaces the default native executor entry and delegates actual calls to DSH's native executor. The verified profile is DSH 0.2.2-rc.1 in Web Standard mode.
The defaults defer mcp__ tools and keep other tools visible. Override deferredPrefixes to include other tool families and pinnedTools to keep specific tools visible.
- id: tool-index
config:
deferredPrefixes: ["mcp__"]
pinnedTools: ["mcp__browser__screenshot"]
Run npm test in this folder to check keyword ranking, conservative preselection, and exact discovery. The retrieval runs in memory and does not require an embedding service or a separate model request.
Example
Ask “Take a screenshot of the current web page” or “Read the memo at this resource URI.” A clear action and object can preselect a matching tool without the user naming it. Ambiguous requests can use the search tool. Each search and call sees only the tools admitted for that DSH step.
Welcome to try it. Issues and feedback are welcome, especially queries that selected an unexpected tool.
链接
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