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Fix empty tool-use response handling

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Haoran
2026-08-15 00:03:45 +08:00
parent 985456f4ad
commit 168fff86dd
90 changed files with 885 additions and 503 deletions
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24
README.md
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@@ -115,7 +115,7 @@ The takeaway is not "copy Claude Code." The takeaway is: **the best agent produc
User --> messages[] --> LLM --> response
|
stop_reason == "tool_use"?
contains tool_use block?
/ \
yes no
| |
@@ -142,18 +142,20 @@ def agent_loop(messages):
messages.append({"role": "assistant",
"content": response.content})
if response.stop_reason != "tool_use":
tool_calls = [
block for block in response.content if block.type == "tool_use"
]
if not tool_calls:
return
results = []
for block in response.content:
if block.type == "tool_use":
output = TOOL_HANDLERS[block.name](**block.input)
results.append({
"type": "tool_result",
"tool_use_id": block.id,
"content": output,
})
for block in tool_calls:
output = TOOL_HANDLERS[block.name](**block.input)
results.append({
"type": "tool_result",
"tool_use_id": block.id,
"content": output,
})
messages.append({"role": "user", "content": results})
```
@@ -300,7 +302,7 @@ flowchart TD
| Chapter | Topic | Key Concepts |
|---|---|---|
| [s01](./s01_agent_loop/) | Agent Loop | `messages` / `while True` / `stop_reason` |
| [s01](./s01_agent_loop/) | Agent Loop | `messages` / `while True` / `tool_use` |
| [s02](./s02_tool_use/) | Tool Use | `TOOL_HANDLERS` / dispatch map / concurrency |
| [s03](./s03_permission/) | Permission System | `PermissionRule` / approval pipeline |
| [s04](./s04_hooks/) | Hook System | `PreToolUse` / `PostToolUse` / extension points |