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:

{ "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

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):

# scratch/cordis.yml
- insert:
    - id: code-lens
      name: 'file:///G:/dsh-plugins/dsh-code-lens/index.js'

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/dsh@0.1.0-rc.6, 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:

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