@deepseek-ai/dsh-tool-search
English | 中文
An experimental external Native Tool Mode plugin for per-agent tool discovery and progressive schema disclosure. Each live agent sees one scope-local tool_search tool plus the global tools matched by alwaysVisible; other eligible global tools stay executable only after tool_search selects them. The plugin uses the existing ctx.tools.restrict() seam and does not change agent-loop.
This private repository is the plugin's source of truth. The package is unreleased and carries no compatibility promise. See the scale benchmark report for keyless 10/30/50/100-tool results and the design record for the decision and trade-offs.
Installation
The repository is private and the package is not published to an npm registry. Install a reviewed commit directly from GitHub with Git credentials and pnpm 11.7.0; install it separately into every profile that should use tool search. The -w flag is required because a DSH profile is a pnpm workspace root:
dsh plugin --profile headless add -w github:dsh-external/dsh-tool-search#<reviewed-commit>
dsh plugin --profile web add -w github:dsh-external/dsh-tool-search#<reviewed-commit>
dsh --profile web --dump-config
The package's dsh.bundle.patch loads both the runtime plugin and its invariant companion. Profiles are independent; installing into web does not enable headless. --dump-config must show tool-search and tool-search-invariant before the profile is booted. Remove the bundle from one profile with dsh plugin --profile <profile> remove -w @deepseek-ai/dsh-tool-search.
Config
- id: tool-search
name: '@deepseek-ai/dsh-tool-search'
config:
alwaysVisible: [read_file, todo_*]
maxResults: 5
maxQueryChars: 512
| Key | Default | Meaning |
|---|
alwaysVisible | [] | Global tool-name patterns that remain visible before search. Only * is a wildcard; every other character is literal. |
maxResults | 5 | Largest allowed result limit for one search. |
maxQueryChars | 512 | Largest trimmed query accepted in JavaScript characters. |
Invalid positive-integer bounds, empty or whitespace-padded patterns, and repeated patterns fail at plugin load. A model may request a smaller limit, from 1 through maxResults; it cannot raise the deployment bound.
Selection and safety
Search ranks exact callable names first, then name and description matches with deterministic BM25 scoring and code-point name tie-breaking. A successful expansion writes one tool-search/selection session event containing the trimmed query and the complete sorted selected-name set. Later events must be strict cumulative supersets; the invariant companion enforces the event shape and monotonic rule for live and restored sessions.
Each agent owns an independent selection and restriction. A resumed or forked session restores the latest selection before its first request. Installing the plugin after agents already exist attaches them; unloading it removes tool_search and lifts only its own restrictions.
This plugin never widens another filter. Existing creation-time restrictions, parent/subagent policy, scoped shadows, and other ctx.tools.restrict() calls still intersect after search, so a selected but independently denied tool reports unavailable. The initial catalog includes only globals already visible to that agent. Late global registrations such as MCP tools join the catalog only when the agent started with an unrestricted global view; an agent that started behind another restriction stays on its original eligible-name set. alwaysVisible is the explicit override for a known late name pattern.
Model Experience
Tool schema
What the model sees
Every protected agent sees the following description even when no global tool is initially visible; the complete declaration lives in src/index.ts. The schema has query (required string) and limit (optional integer bounded by config). The tool is scope-local, so this plugin's global allow-list cannot hide it.
Tool description
Search tools that are not currently visible. Describe the capability you need or name a tool exactly. Matching tools are loaded for the next model request; call them only after this result returns.
Token effect
The fixed tool_search schema and the alwaysVisible schemas are paid on every request. Deferred tool schemas cost no request tokens until selected. A search result adds a small retained history entry; selected full schemas begin on the next request.
KV Cache effect
The request prefix stays stable while the selected set and registry stay unchanged; selecting the same tool again does not change the schema list. The current registry emits newly visible global tools before the scope-local tool_search, so the serialized tool schemas after the first selection retain only about 2% of their initial prefix in the keyless scale benchmark. Functional behavior is unaffected, but strong KV Cache gains require the mainline to provide stable schema ordering or a formal deferred contribution seam. Tool registration, removal, or plugin lifecycle can also change the schema prefix.
Search result
What the model sees
Matching results use the following concise format. No match renders No matching tools found. The canonical value also includes the trimmed query, ordered tools records, and remainingDeferred. loaded means the tool became visible, already_loaded means it was already visible, and unavailable means another restriction still blocks it. Full schemas are not copied into the result; they arrive through the next normal request header.
Result example
Tool search results:
- <tool_name>: <loaded|already_loaded|unavailable>
Remaining deferred tools: <count>.
Token effect
Result size is bounded by maxResults and retained until compaction. The newly selected schemas then add their normal fixed per-request cost.
KV Cache effect
The result appends after the reusable history prefix. The following request changes its schema prefix when at least one tool was newly selected.
Argument errors
What the model sees
Blank or overlong queries, an out-of-range or non-integer limit, calls without the owning live agent, and nested Code Mode dispatch return ordinary tool errors. A failed call does not change the selection or append tool-search/selection.
Token effect
The error result enters history as an ordinary tool result and is retained until compaction; it introduces no deferred tool schemas.
KV Cache effect
The error result appends after the existing prefix and does not change the tool-schema prefix. If the same failure occurs again, it extends the request like any other new history.
Known Limitations and Deferred Work
- Native Tool Mode only. Calls nested under
run_code fail loud; Code Mode needs a separate SDK/search transport contract.
- Lexical search only. Exact names, name boosts, descriptions, and BM25 achieve 100% recall for exact name @1 and representative capability queries @5 in the keyless scale benchmark; this small fixed corpus does not represent ambiguous queries, multilingual queries, or real model-use quality. Embeddings and provider-native search remain deferred.
- Global tools only. Agent-scoped tools are already visible and never enter the deferred catalog. MCP resources and prompts are outside the tool registry and need their own consumer seams.
- Conservative late-tool policy. Any restricted initial global view freezes the eligible-name set, so a harmless later registration may stay undiscoverable unless
alwaysVisible names it.
- No namespace grouping. Individual tool names remain the selection unit; large MCP servers may need a namespace-level result and load operation.
- No real provider cache benchmark. Current token counts use the repository's fixed character estimate, and KV Cache compares only structural prefixes; no real tokenizer, bill, cache bucket, or end-to-end latency was measured.
- Private Git distribution. The package is not published to a registry; installation requires authorized GitHub access, pnpm
11.7.0, a reviewed commit, and a compatible DSH profile.
Development and verification
The checked-in lib/ output is installable without rebuilding. The project .npmrc selects the private @deepseek-ai/* scope; pnpm 11 reads its ${NPM_TOKEN} authentication mapping from the trusted user-level ~/.npmrc. Set NPM_TOKEN, then run pnpm install --ignore-scripts and pnpm run check. The SDK packages are pinned to the reviewed 0.0.1-rc.2 set. Do not link a DSH source checkout into this repository. The optional benchmark also requires DSH_TOOL_CATALOG_PATH to name an exported DSH tool catalog. The compat/ directory is an external compatibility fixture, not a source-development dependency.
