fix(tools): attach Python SDK docstrings to their own methods
A description was emitted above the `async def`, where Python treats the first string as the `Tools` class docstring and every later one as a dead expression — leaving each method undocumented in the model's only source of tool semantics. Emit it as the first statement of the method body instead. Also names the known languages in the run_code flavor guard (the reachable rejection, symmetric with the SDK_RENDERERS guard) and corrects three doc claims: the code-runtime group README no longer calls the generated SDK TypeScript, the base Code Mode note states its serial dispatch in past tense, and the tools README points at the rationale the language-dispatch note actually carries.
This commit is contained in:
@@ -6,7 +6,7 @@ English | [中文](2026-06-15-code-mode.zh.md)
|
||||
|
||||
## Problem
|
||||
|
||||
In the registry's native presentation, the agent loop advertises every visible capability as a JSON-schema function definition. `ToolRegistry` contributes its schemas to the system-prompt assembly, the assembly's `tools` land on the wire (and in the logged request header), the model invokes one `tool-call` block per step, and the loop dispatches each call through `ctx.tools.execute()` **sequentially** — parallel tool execution was an open TODO at the time of this note, and bounded parallel dispatch has since shipped (the [parallel tool-call note](2026-07-10-parallel-tool-call-execution.md); the rolling pool in [docs/architecture.md](../../../../docs/architecture.md)) — with **every** intermediate `tool-result` re-entering the model's context on the next request.
|
||||
In the registry's native presentation, the agent loop advertises every visible capability as a JSON-schema function definition. `ToolRegistry` contributes its schemas to the system-prompt assembly, the assembly's `tools` land on the wire (and in the logged request header), the model invokes one `tool-call` block per step, and at the time of this note the loop dispatched each call through `ctx.tools.execute()` **sequentially** (parallel tool execution was an open TODO then; bounded parallel dispatch has since shipped — the [parallel tool-call note](2026-07-10-parallel-tool-call-execution.md), the rolling pool in [docs/architecture.md](../../../../docs/architecture.md)) — with **every** intermediate `tool-result` re-entering the model's context on the next request.
|
||||
|
||||
For multi-step tool work this is token-heavy and serial. The model cannot compose tools — loop over a result set, branch on an intermediate value, fan out, post-process — without a full model round-trip per call, and each round-trip drags the entire intermediate result back into context whether the model needs it or not.
|
||||
|
||||
|
||||
Reference in New Issue
Block a user