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dsh-code-lens

Verified · install-tested on dsh lisycotana

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2026-08-15Last push
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What it does

Observability for DeepSeek Harness code-mode sub-dispatches: the tool calls a run_code program makes that the model never sees.

✅
Our take
Works — verified, early-stage project

Observability for DeepSeek Harness code-mode sub-dispatches: the tool calls a run_code program makes that the model never sees. It installs cleanly and boots without issues in our testing. It's early-stage but functional.

“Verified” means our automated CI actually ran dsh plugin add in a clean profile and it booted — nothing more. Feature descriptions and version compatibility are the author’s claims. This is not a security audit and not an endorsement of third-party code.

README

dsh-code-lens

Observability for DeepSeek Harness **code-mode sub-dispatches** — the tool calls a run_code program makes that the model never sees.

The gap this fills

In code mode the model writes a TypeScript program that orchestrates tool calls. The program receives every result in full. The model receives none of them — only whatever the program finally returns. Both dispatch boundaries are still recorded on the session log. That produces a three-way split with no equivalent outside code mode: | | program | model | session log | |---|---|---|---| | sub-call arguments | ✅ | ❌ | ✅ | | sub-call results | ✅ | ❌ | ✅ | dsh is the only harness that draws this distinction, because it is the only one where a tool call can happen *inside a program the model wrote*. The data is recorded and nothing surfaces it. This plugin does.

What it gives you

**A codeLens session projection** — whole-session totals, readable from the UI without touching the log: ``json { "programs": 1, "dispatches": 2, "settled": 2, "errors": 1, "dispatchMs": 340, "hiddenBytes": 1027 } ` hiddenBytes is the payload the program consumed and the log preserved while the model saw none of it. **A code_lens tool** — lets the model audit its own program after the fact: ` run_code call_abc: 2 sub-calls, 1 errors, 340ms, 1027B hidden from context call_abc:code:1 bash ok 140ms 3B call_abc:code:2 read error 190ms 1024B `

Install

`sh dsh plugin --profile web add dsh-code-lens dsh --profile web ` Development, without packaging — note the file:// URL (a bare G:/... path is parsed as a URL scheme on Windows): `yaml

scratch/cordis.yml

- insert: - id: code-lens name: 'file:///G:/dsh-plugins/dsh-code-lens/index.js'
` `sh dsh --profile web --patch ./scratch/cordis.yml `

Design notes

- **Zero dependencies.** The projection registry's runtime contract is structural — it calls
schema.parse(value) and nothing else — so the view validator is hand-written rather than pinning a zod copy that could drift from the host's. - **Never appends from the observer.** session/event listeners run inside the publication window of the append that produced the event, and Session.append() throws on reentry. This plugin only reads there. - **Both registries are optional.** sessionProjections and tools are acquired through ctx.inject, so the plugin stays loadable in headless assemblies that compose neither. - **Holes in sub-call numbering are normal.** A sub-call queued but abandoned by run settlement logs *neither* event, so a start without a settle is a valid terminal state, not a leak. turn/end drops the leftovers so persisted state cannot grow forever. - **Pairing is by subCallId; timing comes from the event envelope time** — neither event carries a duration.

Verified against

@deepseek-ai/[email protected], Node 24, DeepSeek-V4 via the headless profile. Real session output — one run_code program reading eight files: ` run_code call_00_lMDLou1XAHEXiQYgKbUR9330: 9 sub-calls, 0 errors, 23ms, 1312B hidden from context call_00_lMDLou1XAHEXiQYgKbUR9330:code:1 read ok 6ms 164B ... call_00_lMDLou1XAHEXiQYgKbUR9330:code:8 read ok 2ms 164B call_00_lMDLou1XAHEXiQYgKbUR9330:code:9 code_lens unsettled — 0B ` The model reported only "24 lines" — those 1312 bytes never entered its context. The trailing unsettled row is code_lens observing its own in-flight call, which is the documented terminal state for a start whose settle has not landed. To reproduce, code mode must be on. The headless bundle already wires the tools row to an environment variable, so no patch is needed: `sh DSH_TOOLS_MODE=code dsh --profile headless --patch ./scratch/cordis.yml "…" ` Unit-level checks: verify-integration.mjs (projection fold through the real SessionStore/SessionProjections) and verify-tool.mjs (tool registration and execution).

Note for plugin authors

ctx.tools.register() takes the **wire** schema — a complete JSON Schema object. defineTool accepts the author-facing shorthand (a bare property map) and compiles it. Passing the shorthand straight to register() reaches the provider as type: null and the request is rejected: ` INVALID_REQUEST: Invalid schema for function 'x': schema must be a JSON Schema of 'type: "object"', got 'type: null'. ` This plugin writes the object root explicitly, and validates its own argument, because defineTool's compiled validator is what it gives up in exchange for staying dependency-free. (A plain-JS plugin installed outside the harness tree cannot resolve @deepseek-ai/dsh-tools` as a bare specifier.)

License

MIT

Install

🧩 Let your agent install it (recommended)

Install the catalog once, then DeepSeek Harness can find and install any plugin from this site automatically:

dsh plugin add dshbase-catalog

Then say "install dsh-code-lens for me" — your agent finds it in the directory and installs it. Docs: dshbase-catalog · verified packs.

This plugin is GitHub source (not published to npm) — install it straight from the repo:

Web profile:

dsh plugin --profile web add github:lisycotana/dsh-code-lens

Headless (CLI) profile:

dsh plugin --profile headless add github:lisycotana/dsh-code-lens

Test report

Verified: L1 install + L2 load + L3 runtime from GitHub source on dsh 0.1.0-rc.6.

When to use it

Extend the agent's coding surface — give it a new tool, workflow, or integration so it handles a dev task it couldn't before.

Who it's for

Developers who want dsh to behave like a teammate on real codebases — editing, running, and verifying changes rather than just answering.

For developers — extending it

The tool/command surface is the seam: expose more of the SDK, add smarter context wiring, or tighten the loop between code changes and verification.

Security: not yet scanned — our daily static scan will cover it shortly.

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