[System] You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

[User] list .metal kernels

[Tool]
metal/dsv4_hc.metal
metal/moe.metal
metal/sampling.metal

[Assistant] Done. Output above.

<｜begin▁of▁sentence｜>You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"read_file","description":"Read a region of a file from the workspace.","parameters":{"type":"object","properties":{"path":{"type":"string"},"start":{"type":"integer","default":1},"lines":{"type":"integer","default":200}},"required":["path"]}}
{"name":"grep","description":"Search files for a regex pattern.","parameters":{"type":"object","properties":{"pattern":{"type":"string"},"path":{"type":"string","default":"."},"glob":{"type":"string","description":"Filename glob filter."},"ignore_case":{"type":"boolean","default":false}},"required":["pattern"]}}
{"name":"list_files","description":"List files matching a glob pattern, depth-limited.","parameters":{"type":"object","properties":{"pattern":{"type":"string"},"max_depth":{"type":"integer","default":3}},"required":["pattern"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>list .metal kernels<｜Assistant｜><think>Direct call; the answer is in the tool output.</think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="list_files">
<｜DSML｜parameter name="pattern" string="true">metal/*.metal</｜DSML｜parameter>
<｜DSML｜parameter name="max_depth" string="false">2</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>metal/dsv4_hc.metal
metal/moe.metal
metal/sampling.metal
</tool_result><｜Assistant｜><think></think>Done. Output above.<｜end▁of▁sentence｜>


[System] You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

[User] open Makefile

[Tool]
CC ?= cc
CFLAGS ?= -O3 -ffast-math ...

[Assistant] Done. Output above.

<｜begin▁of▁sentence｜>You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"read_file","description":"Read a region of a file from the workspace.","parameters":{"type":"object","properties":{"path":{"type":"string"},"start":{"type":"integer","default":1},"lines":{"type":"integer","default":200}},"required":["path"]}}
{"name":"grep","description":"Search files for a regex pattern.","parameters":{"type":"object","properties":{"pattern":{"type":"string"},"path":{"type":"string","default":"."},"glob":{"type":"string","description":"Filename glob filter."},"ignore_case":{"type":"boolean","default":false}},"required":["pattern"]}}
{"name":"list_files","description":"List files matching a glob pattern, depth-limited.","parameters":{"type":"object","properties":{"pattern":{"type":"string"},"max_depth":{"type":"integer","default":3}},"required":["pattern"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>open Makefile<｜Assistant｜></think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="read_file">
<｜DSML｜parameter name="path" string="true">Makefile</｜DSML｜parameter>
<｜DSML｜parameter name="start" string="false">1</｜DSML｜parameter>
<｜DSML｜parameter name="lines" string="false">40</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>CC ?= cc
CFLAGS ?= -O3 -ffast-math ...
</tool_result><｜Assistant｜></think>Done. Output above.<｜end▁of▁sentence｜>


[System] You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

[User] open Makefile

[Tool]
CC ?= cc
CFLAGS ?= -O3 -ffast-math ...

[Assistant] Done. Output above.

<｜begin▁of▁sentence｜>You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"read_file","description":"Read a region of a file from the workspace.","parameters":{"type":"object","properties":{"path":{"type":"string"},"start":{"type":"integer","default":1},"lines":{"type":"integer","default":200}},"required":["path"]}}
{"name":"grep","description":"Search files for a regex pattern.","parameters":{"type":"object","properties":{"pattern":{"type":"string"},"path":{"type":"string","default":"."},"glob":{"type":"string","description":"Filename glob filter."},"ignore_case":{"type":"boolean","default":false}},"required":["pattern"]}}
{"name":"list_files","description":"List files matching a glob pattern, depth-limited.","parameters":{"type":"object","properties":{"pattern":{"type":"string"},"max_depth":{"type":"integer","default":3}},"required":["pattern"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>open Makefile<｜Assistant｜><think>Direct call; the answer is in the tool output.</think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="read_file">
<｜DSML｜parameter name="path" string="true">Makefile</｜DSML｜parameter>
<｜DSML｜parameter name="start" string="false">1</｜DSML｜parameter>
<｜DSML｜parameter name="lines" string="false">40</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>CC ?= cc
CFLAGS ?= -O3 -ffast-math ...
</tool_result><｜Assistant｜><think></think>Done. Output above.<｜end▁of▁sentence｜>


[System] You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

[User] fix typo in README

[Tool] edit applied: 1 occurrence replaced

[Assistant] Done. Output above.

<｜begin▁of▁sentence｜>You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"read_file","description":"Read a region of a file from the workspace.","parameters":{"type":"object","properties":{"path":{"type":"string"},"start":{"type":"integer","default":1},"lines":{"type":"integer","default":200}},"required":["path"]}}
{"name":"grep","description":"Search files for a regex pattern.","parameters":{"type":"object","properties":{"pattern":{"type":"string"},"path":{"type":"string","default":"."},"glob":{"type":"string","description":"Filename glob filter."},"ignore_case":{"type":"boolean","default":false}},"required":["pattern"]}}
{"name":"list_files","description":"List files matching a glob pattern, depth-limited.","parameters":{"type":"object","properties":{"pattern":{"type":"string"},"max_depth":{"type":"integer","default":3}},"required":["pattern"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>fix typo in README<｜Assistant｜></think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="edit">
<｜DSML｜parameter name="path" string="true">README.md</｜DSML｜parameter>
<｜DSML｜parameter name="old_string" string="true">DrawfStar</｜DSML｜parameter>
<｜DSML｜parameter name="new_string" string="true">DwarfStar</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>edit applied: 1 occurrence replaced
</tool_result><｜Assistant｜></think>Done. Output above.<｜end▁of▁sentence｜>


[System] You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

[User] fix typo in README

[Tool] edit applied: 1 occurrence replaced

[Assistant] Done. Output above.

<｜begin▁of▁sentence｜>You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"read_file","description":"Read a region of a file from the workspace.","parameters":{"type":"object","properties":{"path":{"type":"string"},"start":{"type":"integer","default":1},"lines":{"type":"integer","default":200}},"required":["path"]}}
{"name":"grep","description":"Search files for a regex pattern.","parameters":{"type":"object","properties":{"pattern":{"type":"string"},"path":{"type":"string","default":"."},"glob":{"type":"string","description":"Filename glob filter."},"ignore_case":{"type":"boolean","default":false}},"required":["pattern"]}}
{"name":"list_files","description":"List files matching a glob pattern, depth-limited.","parameters":{"type":"object","properties":{"pattern":{"type":"string"},"max_depth":{"type":"integer","default":3}},"required":["pattern"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>fix typo in README<｜Assistant｜><think>Direct call; the answer is in the tool output.</think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="edit">
<｜DSML｜parameter name="path" string="true">README.md</｜DSML｜parameter>
<｜DSML｜parameter name="old_string" string="true">DrawfStar</｜DSML｜parameter>
<｜DSML｜parameter name="new_string" string="true">DwarfStar</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>edit applied: 1 occurrence replaced
</tool_result><｜Assistant｜><think></think>Done. Output above.<｜end▁of▁sentence｜>


[System] You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

[User] note that streaming is on

[Tool] todo updated: 2 open, 0 done

[Assistant] Done. Output above.

<｜begin▁of▁sentence｜>You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"read_file","description":"Read a region of a file from the workspace.","parameters":{"type":"object","properties":{"path":{"type":"string"},"start":{"type":"integer","default":1},"lines":{"type":"integer","default":200}},"required":["path"]}}
{"name":"grep","description":"Search files for a regex pattern.","parameters":{"type":"object","properties":{"pattern":{"type":"string"},"path":{"type":"string","default":"."},"glob":{"type":"string","description":"Filename glob filter."},"ignore_case":{"type":"boolean","default":false}},"required":["pattern"]}}
{"name":"list_files","description":"List files matching a glob pattern, depth-limited.","parameters":{"type":"object","properties":{"pattern":{"type":"string"},"max_depth":{"type":"integer","default":3}},"required":["pattern"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>note that streaming is on<｜Assistant｜></think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="todo">
<｜DSML｜parameter name="items" string="false">["validate streaming","add backpressure test"]</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>todo updated: 2 open, 0 done
</tool_result><｜Assistant｜></think>Done. Output above.<｜end▁of▁sentence｜>


[System] You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

[User] note that streaming is on

[Tool] todo updated: 2 open, 0 done

[Assistant] Done. Output above.

<｜begin▁of▁sentence｜>You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"read_file","description":"Read a region of a file from the workspace.","parameters":{"type":"object","properties":{"path":{"type":"string"},"start":{"type":"integer","default":1},"lines":{"type":"integer","default":200}},"required":["path"]}}
{"name":"grep","description":"Search files for a regex pattern.","parameters":{"type":"object","properties":{"pattern":{"type":"string"},"path":{"type":"string","default":"."},"glob":{"type":"string","description":"Filename glob filter."},"ignore_case":{"type":"boolean","default":false}},"required":["pattern"]}}
{"name":"list_files","description":"List files matching a glob pattern, depth-limited.","parameters":{"type":"object","properties":{"pattern":{"type":"string"},"max_depth":{"type":"integer","default":3}},"required":["pattern"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>note that streaming is on<｜Assistant｜><think>Direct call; the answer is in the tool output.</think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="todo">
<｜DSML｜parameter name="items" string="false">["validate streaming","add backpressure test"]</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>todo updated: 2 open, 0 done
</tool_result><｜Assistant｜><think></think>Done. Output above.<｜end▁of▁sentence｜>


[System] You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

[User] record decision about quant width

[Tool] noted

[Assistant] Done. Output above.

<｜begin▁of▁sentence｜>You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"read_file","description":"Read a region of a file from the workspace.","parameters":{"type":"object","properties":{"path":{"type":"string"},"start":{"type":"integer","default":1},"lines":{"type":"integer","default":200}},"required":["path"]}}
{"name":"grep","description":"Search files for a regex pattern.","parameters":{"type":"object","properties":{"pattern":{"type":"string"},"path":{"type":"string","default":"."},"glob":{"type":"string","description":"Filename glob filter."},"ignore_case":{"type":"boolean","default":false}},"required":["pattern"]}}
{"name":"list_files","description":"List files matching a glob pattern, depth-limited.","parameters":{"type":"object","properties":{"pattern":{"type":"string"},"max_depth":{"type":"integer","default":3}},"required":["pattern"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>record decision about quant width<｜Assistant｜></think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="think">
<｜DSML｜parameter name="note" string="true">stay at IQ2_XXS for routed gate/up; bump scratch buffers to fp16</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>noted
</tool_result><｜Assistant｜></think>Done. Output above.<｜end▁of▁sentence｜>


[System] You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

[User] record decision about quant width

[Tool] noted

[Assistant] Done. Output above.

<｜begin▁of▁sentence｜>You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"read_file","description":"Read a region of a file from the workspace.","parameters":{"type":"object","properties":{"path":{"type":"string"},"start":{"type":"integer","default":1},"lines":{"type":"integer","default":200}},"required":["path"]}}
{"name":"grep","description":"Search files for a regex pattern.","parameters":{"type":"object","properties":{"pattern":{"type":"string"},"path":{"type":"string","default":"."},"glob":{"type":"string","description":"Filename glob filter."},"ignore_case":{"type":"boolean","default":false}},"required":["pattern"]}}
{"name":"list_files","description":"List files matching a glob pattern, depth-limited.","parameters":{"type":"object","properties":{"pattern":{"type":"string"},"max_depth":{"type":"integer","default":3}},"required":["pattern"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>record decision about quant width<｜Assistant｜><think>Direct call; the answer is in the tool output.</think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="think">
<｜DSML｜parameter name="note" string="true">stay at IQ2_XXS for routed gate/up; bump scratch buffers to fp16</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>noted
</tool_result><｜Assistant｜><think></think>Done. Output above.<｜end▁of▁sentence｜>


[System] You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

[User] fetch model card

[Tool] {"name":"DeepSeek-V4-Flash","params":"284B","active":"21B","context":1048576,"license":"DeepSeek"}

[Assistant] Done. Output above.

<｜begin▁of▁sentence｜>You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"read_file","description":"Read a region of a file from the workspace.","parameters":{"type":"object","properties":{"path":{"type":"string"},"start":{"type":"integer","default":1},"lines":{"type":"integer","default":200}},"required":["path"]}}
{"name":"grep","description":"Search files for a regex pattern.","parameters":{"type":"object","properties":{"pattern":{"type":"string"},"path":{"type":"string","default":"."},"glob":{"type":"string","description":"Filename glob filter."},"ignore_case":{"type":"boolean","default":false}},"required":["pattern"]}}
{"name":"list_files","description":"List files matching a glob pattern, depth-limited.","parameters":{"type":"object","properties":{"pattern":{"type":"string"},"max_depth":{"type":"integer","default":3}},"required":["pattern"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>fetch model card<｜Assistant｜></think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="web_fetch">
<｜DSML｜parameter name="url" string="true">http://127.0.0.1:8000/v1/models/default</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>{"name":"DeepSeek-V4-Flash","params":"284B","active":"21B","context":1048576,"license":"DeepSeek"}
</tool_result><｜Assistant｜></think>Done. Output above.<｜end▁of▁sentence｜>


[System] You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

[User] fetch model card

[Tool] {"name":"DeepSeek-V4-Flash","params":"284B","active":"21B","context":1048576,"license":"DeepSeek"}

[Assistant] Done. Output above.

<｜begin▁of▁sentence｜>You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"read_file","description":"Read a region of a file from the workspace.","parameters":{"type":"object","properties":{"path":{"type":"string"},"start":{"type":"integer","default":1},"lines":{"type":"integer","default":200}},"required":["path"]}}
{"name":"grep","description":"Search files for a regex pattern.","parameters":{"type":"object","properties":{"pattern":{"type":"string"},"path":{"type":"string","default":"."},"glob":{"type":"string","description":"Filename glob filter."},"ignore_case":{"type":"boolean","default":false}},"required":["pattern"]}}
{"name":"list_files","description":"List files matching a glob pattern, depth-limited.","parameters":{"type":"object","properties":{"pattern":{"type":"string"},"max_depth":{"type":"integer","default":3}},"required":["pattern"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>fetch model card<｜Assistant｜><think>Direct call; the answer is in the tool output.</think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="web_fetch">
<｜DSML｜parameter name="url" string="true">http://127.0.0.1:8000/v1/models/default</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>{"name":"DeepSeek-V4-Flash","params":"284B","active":"21B","context":1048576,"license":"DeepSeek"}
</tool_result><｜Assistant｜><think></think>Done. Output above.<｜end▁of▁sentence｜>


[System] You are opencode, a terminal-based coding assistant. Resolve user tasks by inspecting the repository, planning a minimal change, and applying it. Use the bash, read, edit, and grep tools as needed.

[User] what context window does this model report?

[Tool] {"name":"DeepSeek-V4-Flash","params":"284B","active":"21B","context":1048576,"license":"DeepSeek"}

[Assistant] It advertises a 1,048,576-token context window. Active params 21B, total 284B, DeepSeek license.

[User] build the server

[Tool]
make: *** [ds4-server] Error 1
ds4_server.c:1234:9: error: implicit declaration of function 'foo'
    foo(x, y);
        ^

[Assistant] Build broke at ds4_server.c:1234 on an implicit declaration of foo. Likely a missing include after a refactor.

<｜begin▁of▁sentence｜>You are opencode, a terminal-based coding assistant. Resolve user tasks by inspecting the repository, planning a minimal change, and applying it. Use the bash, read, edit, and grep tools as needed.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"bash","description":"Run a shell command in the workspace.","parameters":{"type":"object","properties":{"command":{"type":"string","description":"The command line to execute."},"description":{"type":"string","description":"Short description of intent."},"timeout":{"type":"integer","description":"Timeout in seconds.","default":30}},"required":["command"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>what context window does this model report?<｜Assistant｜></think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="web_fetch">
<｜DSML｜parameter name="url" string="true">http://127.0.0.1:8000/v1/models/default</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>{"name":"DeepSeek-V4-Flash","params":"284B","active":"21B","context":1048576,"license":"DeepSeek"}
</tool_result><｜Assistant｜></think>It advertises a 1,048,576-token context window. Active params 21B, total 284B, DeepSeek license.<｜end▁of▁sentence｜><｜User｜>build the server<｜Assistant｜></think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="bash">
<｜DSML｜parameter name="command" string="true">make ds4-server 2>&1 | head -40</｜DSML｜parameter>
<｜DSML｜parameter name="description" string="true">build ds4-server</｜DSML｜parameter>
<｜DSML｜parameter name="timeout" string="false">600</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>make: *** [ds4-server] Error 1
ds4_server.c:1234:9: error: implicit declaration of function 'foo'
    foo(x, y);
        ^
</tool_result><｜Assistant｜></think>Build broke at ds4_server.c:1234 on an implicit declaration of foo. Likely a missing include after a refactor.<｜end▁of▁sentence｜>


[System] You are opencode, a terminal-based coding assistant. Resolve user tasks by inspecting the repository, planning a minimal change, and applying it. Use the bash, read, edit, and grep tools as needed.

[User] what context window does this model report?

[Tool] {"name":"DeepSeek-V4-Flash","params":"284B","active":"21B","context":1048576,"license":"DeepSeek"}

[Assistant] It advertises a 1,048,576-token context window. Active params 21B, total 284B, DeepSeek license.

[User] build the server

[Tool]
make: *** [ds4-server] Error 1
ds4_server.c:1234:9: error: implicit declaration of function 'foo'
    foo(x, y);
        ^

[Assistant] Build broke at ds4_server.c:1234 on an implicit declaration of foo. Likely a missing include after a refactor.

<｜begin▁of▁sentence｜>You are opencode, a terminal-based coding assistant. Resolve user tasks by inspecting the repository, planning a minimal change, and applying it. Use the bash, read, edit, and grep tools as needed.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"bash","description":"Run a shell command in the workspace.","parameters":{"type":"object","properties":{"command":{"type":"string","description":"The command line to execute."},"description":{"type":"string","description":"Short description of intent."},"timeout":{"type":"integer","description":"Timeout in seconds.","default":30}},"required":["command"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>what context window does this model report?<｜Assistant｜><think>Hit the local metadata endpoint.</think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="web_fetch">
<｜DSML｜parameter name="url" string="true">http://127.0.0.1:8000/v1/models/default</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>{"name":"DeepSeek-V4-Flash","params":"284B","active":"21B","context":1048576,"license":"DeepSeek"}
</tool_result><｜Assistant｜><think></think>It advertises a 1,048,576-token context window. Active params 21B, total 284B, DeepSeek license.<｜end▁of▁sentence｜><｜User｜>build the server<｜Assistant｜><think>Run make and surface the first error.</think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="bash">
<｜DSML｜parameter name="command" string="true">make ds4-server 2>&1 | head -40</｜DSML｜parameter>
<｜DSML｜parameter name="description" string="true">build ds4-server</｜DSML｜parameter>
<｜DSML｜parameter name="timeout" string="false">600</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>make: *** [ds4-server] Error 1
ds4_server.c:1234:9: error: implicit declaration of function 'foo'
    foo(x, y);
        ^
</tool_result><｜Assistant｜><think></think>Build broke at ds4_server.c:1234 on an implicit declaration of foo. Likely a missing include after a refactor.<｜end▁of▁sentence｜>


[System] You are opencode, a terminal-based coding assistant. Resolve user tasks by inspecting the repository, planning a minimal change, and applying it. Use the bash, read, edit, and grep tools as needed.

[User] what context window does this model report?

[Tool] {"name":"DeepSeek-V4-Flash","params":"284B","active":"21B","context":1048576,"license":"DeepSeek"}

[Assistant] It advertises a 1,048,576-token context window. Active params 21B, total 284B, DeepSeek license.

[User] should we cache the imatrix file on disk?

[Tool] noted

[Assistant] No. The file is read once per quant run and the OS page cache already keeps it hot if you re-run shortly after.

<｜begin▁of▁sentence｜>You are opencode, a terminal-based coding assistant. Resolve user tasks by inspecting the repository, planning a minimal change, and applying it. Use the bash, read, edit, and grep tools as needed.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"bash","description":"Run a shell command in the workspace.","parameters":{"type":"object","properties":{"command":{"type":"string","description":"The command line to execute."},"description":{"type":"string","description":"Short description of intent."},"timeout":{"type":"integer","description":"Timeout in seconds.","default":30}},"required":["command"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>what context window does this model report?<｜Assistant｜></think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="web_fetch">
<｜DSML｜parameter name="url" string="true">http://127.0.0.1:8000/v1/models/default</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>{"name":"DeepSeek-V4-Flash","params":"284B","active":"21B","context":1048576,"license":"DeepSeek"}
</tool_result><｜Assistant｜></think>It advertises a 1,048,576-token context window. Active params 21B, total 284B, DeepSeek license.<｜end▁of▁sentence｜><｜User｜>should we cache the imatrix file on disk?<｜Assistant｜></think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="think">
<｜DSML｜parameter name="note" string="true">the .dat is read once per quant run; disk cache buys nothing the OS page cache does not</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>noted
</tool_result><｜Assistant｜></think>No. The file is read once per quant run and the OS page cache already keeps it hot if you re-run shortly after.<｜end▁of▁sentence｜>


[System] You are opencode, a terminal-based coding assistant. Resolve user tasks by inspecting the repository, planning a minimal change, and applying it. Use the bash, read, edit, and grep tools as needed.

[User] what context window does this model report?

[Tool] {"name":"DeepSeek-V4-Flash","params":"284B","active":"21B","context":1048576,"license":"DeepSeek"}

[Assistant] It advertises a 1,048,576-token context window. Active params 21B, total 284B, DeepSeek license.

[User] should we cache the imatrix file on disk?

[Tool] noted

[Assistant] No. The file is read once per quant run and the OS page cache already keeps it hot if you re-run shortly after.

<｜begin▁of▁sentence｜>You are opencode, a terminal-based coding assistant. Resolve user tasks by inspecting the repository, planning a minimal change, and applying it. Use the bash, read, edit, and grep tools as needed.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"bash","description":"Run a shell command in the workspace.","parameters":{"type":"object","properties":{"command":{"type":"string","description":"The command line to execute."},"description":{"type":"string","description":"Short description of intent."},"timeout":{"type":"integer","description":"Timeout in seconds.","default":30}},"required":["command"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>what context window does this model report?<｜Assistant｜><think>Hit the local metadata endpoint.</think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="web_fetch">
<｜DSML｜parameter name="url" string="true">http://127.0.0.1:8000/v1/models/default</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>{"name":"DeepSeek-V4-Flash","params":"284B","active":"21B","context":1048576,"license":"DeepSeek"}
</tool_result><｜Assistant｜><think></think>It advertises a 1,048,576-token context window. Active params 21B, total 284B, DeepSeek license.<｜end▁of▁sentence｜><｜User｜>should we cache the imatrix file on disk?<｜Assistant｜><think>Record the considerations privately before recommending.</think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="think">
<｜DSML｜parameter name="note" string="true">the .dat is read once per quant run; disk cache buys nothing the OS page cache does not</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>noted
</tool_result><｜Assistant｜><think></think>No. The file is read once per quant run and the OS page cache already keeps it hot if you re-run shortly after.<｜end▁of▁sentence｜>


[System] Sei un assistente di programmazione che opera in un repository locale. Usa gli strumenti per ispezionare i file e applicare modifiche. Rispondi in italiano. Sii conciso.

[User] hello

[Assistant] Hello. What would you like to work on?

[User] run the test suite

[Tool]
running 3 tests
test parse_chat_request ... ok
test render_chat_prompt_text ... ok
test dsml_decode ... FAILED

failures:
    dsml_decode: assertion failed at tests/dsml.c:88

[Assistant] Two passes, one failure in dsml_decode at tests/dsml.c:88. Open the file?

<｜begin▁of▁sentence｜>Sei un assistente di programmazione che opera in un repository locale. Usa gli strumenti per ispezionare i file e applicare modifiche. Rispondi in italiano. Sii conciso.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"bash","description":"Run a shell command in the workspace.","parameters":{"type":"object","properties":{"command":{"type":"string","description":"The command line to execute."},"description":{"type":"string","description":"Short description of intent."},"timeout":{"type":"integer","description":"Timeout in seconds.","default":30}},"required":["command"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>hello<｜Assistant｜></think>Hello. What would you like to work on?<｜end▁of▁sentence｜><｜User｜>run the test suite<｜Assistant｜></think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="bash">
<｜DSML｜parameter name="command" string="true">make -s test</｜DSML｜parameter>
<｜DSML｜parameter name="description" string="true">run the test suite</｜DSML｜parameter>
<｜DSML｜parameter name="timeout" string="false">180</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>running 3 tests
test parse_chat_request ... ok
test render_chat_prompt_text ... ok
test dsml_decode ... FAILED

failures:
    dsml_decode: assertion failed at tests/dsml.c:88
</tool_result><｜Assistant｜></think>Two passes, one failure in dsml_decode at tests/dsml.c:88. Open the file?<｜end▁of▁sentence｜>


[System] Sei un assistente di programmazione che opera in un repository locale. Usa gli strumenti per ispezionare i file e applicare modifiche. Rispondi in italiano. Sii conciso.

[User] hello

[Assistant] Hello. What would you like to work on?

[User] run the test suite

[Tool]
running 3 tests
test parse_chat_request ... ok
test render_chat_prompt_text ... ok
test dsml_decode ... FAILED

failures:
    dsml_decode: assertion failed at tests/dsml.c:88

[Assistant] Two passes, one failure in dsml_decode at tests/dsml.c:88. Open the file?

<｜begin▁of▁sentence｜>Sei un assistente di programmazione che opera in un repository locale. Usa gli strumenti per ispezionare i file e applicare modifiche. Rispondi in italiano. Sii conciso.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"bash","description":"Run a shell command in the workspace.","parameters":{"type":"object","properties":{"command":{"type":"string","description":"The command line to execute."},"description":{"type":"string","description":"Short description of intent."},"timeout":{"type":"integer","description":"Timeout in seconds.","default":30}},"required":["command"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>hello<｜Assistant｜><think></think>Hello. What would you like to work on?<｜end▁of▁sentence｜><｜User｜>run the test suite<｜Assistant｜><think>Run with low timeout so a hang does not stall the loop.</think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="bash">
<｜DSML｜parameter name="command" string="true">make -s test</｜DSML｜parameter>
<｜DSML｜parameter name="description" string="true">run the test suite</｜DSML｜parameter>
<｜DSML｜parameter name="timeout" string="false">180</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>running 3 tests
test parse_chat_request ... ok
test render_chat_prompt_text ... ok
test dsml_decode ... FAILED

failures:
    dsml_decode: assertion failed at tests/dsml.c:88
</tool_result><｜Assistant｜><think></think>Two passes, one failure in dsml_decode at tests/dsml.c:88. Open the file?<｜end▁of▁sentence｜>


[System] You are opencode, a terminal-based coding assistant. Resolve user tasks by inspecting the repository, planning a minimal change, and applying it. Use the bash, read, edit, and grep tools as needed.

[User] what does sample_argmax do? read it

[Tool]
static int sample_argmax(const float *logits, int n) {
    int best = 0;
    float best_v = logits[0];
    for (int i = 1; i < n; i++) {
        if (logits[i] > best_v) {
            best_v = logits[i];
            best = i;
        }
    }
    return best;
}

[Assistant] It picks the index of the largest logit by linear scan from index 1 forward, starting with index 0 as the initial best. No tie-breaker beyond first-seen.

[User] qual e la differenza tra prefill e decode?

[Assistant] Il prefill elabora i token del prompt in matmul batch per riempire la KV cache; il decode procede un token alla volta usando lo stato cachato. Il prefill e limitato dalla banda di memoria sui prompt lunghi; il decode dal costo per token dell'attenzione e del routing MoE.

<｜begin▁of▁sentence｜>You are opencode, a terminal-based coding assistant. Resolve user tasks by inspecting the repository, planning a minimal change, and applying it. Use the bash, read, edit, and grep tools as needed.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"bash","description":"Run a shell command in the workspace.","parameters":{"type":"object","properties":{"command":{"type":"string","description":"The command line to execute."},"description":{"type":"string","description":"Short description of intent."},"timeout":{"type":"integer","description":"Timeout in seconds.","default":30}},"required":["command"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>what does sample_argmax do? read it<｜Assistant｜></think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="read_file">
<｜DSML｜parameter name="path" string="true">ds4.c</｜DSML｜parameter>
<｜DSML｜parameter name="start" string="false">14000</｜DSML｜parameter>
<｜DSML｜parameter name="lines" string="false">120</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>static int sample_argmax(const float *logits, int n) {
    int best = 0;
    float best_v = logits[0];
    for (int i = 1; i < n; i++) {
        if (logits[i] > best_v) {
            best_v = logits[i];
            best = i;
        }
    }
    return best;
}
</tool_result><｜Assistant｜></think>It picks the index of the largest logit by linear scan from index 1 forward, starting with index 0 as the initial best. No tie-breaker beyond first-seen.<｜end▁of▁sentence｜><｜User｜>qual e la differenza tra prefill e decode?<｜Assistant｜></think>Il prefill elabora i token del prompt in matmul batch per riempire la KV cache; il decode procede un token alla volta usando lo stato cachato. Il prefill e limitato dalla banda di memoria sui prompt lunghi; il decode dal costo per token dell'attenzione e del routing MoE.<｜end▁of▁sentence｜>


[System] You are opencode, a terminal-based coding assistant. Resolve user tasks by inspecting the repository, planning a minimal change, and applying it. Use the bash, read, edit, and grep tools as needed.

[User] what does sample_argmax do? read it

[Tool]
static int sample_argmax(const float *logits, int n) {
    int best = 0;
    float best_v = logits[0];
    for (int i = 1; i < n; i++) {
        if (logits[i] > best_v) {
            best_v = logits[i];
            best = i;
        }
    }
    return best;
}

[Assistant] It picks the index of the largest logit by linear scan from index 1 forward, starting with index 0 as the initial best. No tie-breaker beyond first-seen.

[User] qual e la differenza tra prefill e decode?

[Assistant] Il prefill elabora i token del prompt in matmul batch per riempire la KV cache; il decode procede un token alla volta usando lo stato cachato. Il prefill e limitato dalla banda di memoria sui prompt lunghi; il decode dal costo per token dell'attenzione e del routing MoE.

<｜begin▁of▁sentence｜>You are opencode, a terminal-based coding assistant. Resolve user tasks by inspecting the repository, planning a minimal change, and applying it. Use the bash, read, edit, and grep tools as needed.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"bash","description":"Run a shell command in the workspace.","parameters":{"type":"object","properties":{"command":{"type":"string","description":"The command line to execute."},"description":{"type":"string","description":"Short description of intent."},"timeout":{"type":"integer","description":"Timeout in seconds.","default":30}},"required":["command"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>what does sample_argmax do? read it<｜Assistant｜><think>Open the function in ds4.c. Lines 14000+ is the sampler region.</think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="read_file">
<｜DSML｜parameter name="path" string="true">ds4.c</｜DSML｜parameter>
<｜DSML｜parameter name="start" string="false">14000</｜DSML｜parameter>
<｜DSML｜parameter name="lines" string="false">120</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>static int sample_argmax(const float *logits, int n) {
    int best = 0;
    float best_v = logits[0];
    for (int i = 1; i < n; i++) {
        if (logits[i] > best_v) {
            best_v = logits[i];
            best = i;
        }
    }
    return best;
}
</tool_result><｜Assistant｜><think></think>It picks the index of the largest logit by linear scan from index 1 forward, starting with index 0 as the initial best. No tie-breaker beyond first-seen.<｜end▁of▁sentence｜><｜User｜>qual e la differenza tra prefill e decode?<｜Assistant｜><think></think>Il prefill elabora i token del prompt in matmul batch per riempire la KV cache; il decode procede un token alla volta usando lo stato cachato. Il prefill e limitato dalla banda di memoria sui prompt lunghi; il decode dal costo per token dell'attenzione e del routing MoE.<｜end▁of▁sentence｜>


[System] You are opencode, a terminal-based coding assistant. Resolve user tasks by inspecting the repository, planning a minimal change, and applying it. Use the bash, read, edit, and grep tools as needed.

[User] what does sample_argmax do? read it

[Tool]
static int sample_argmax(const float *logits, int n) {
    int best = 0;
    float best_v = logits[0];
    for (int i = 1; i < n; i++) {
        if (logits[i] > best_v) {
            best_v = logits[i];
            best = i;
        }
    }
    return best;
}

[Assistant] It picks the index of the largest logit by linear scan from index 1 forward, starting with index 0 as the initial best. No tie-breaker beyond first-seen.

[User] what does sample_argmax do? read it

[Tool]
static int sample_argmax(const float *logits, int n) {
    int best = 0;
    float best_v = logits[0];
    for (int i = 1; i < n; i++) {
        if (logits[i] > best_v) {
            best_v = logits[i];
            best = i;
        }
    }
    return best;
}

[Assistant] It picks the index of the largest logit by linear scan from index 1 forward, starting with index 0 as the initial best. No tie-breaker beyond first-seen.

<｜begin▁of▁sentence｜>You are opencode, a terminal-based coding assistant. Resolve user tasks by inspecting the repository, planning a minimal change, and applying it. Use the bash, read, edit, and grep tools as needed.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"bash","description":"Run a shell command in the workspace.","parameters":{"type":"object","properties":{"command":{"type":"string","description":"The command line to execute."},"description":{"type":"string","description":"Short description of intent."},"timeout":{"type":"integer","description":"Timeout in seconds.","default":30}},"required":["command"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>what does sample_argmax do? read it<｜Assistant｜></think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="read_file">
<｜DSML｜parameter name="path" string="true">ds4.c</｜DSML｜parameter>
<｜DSML｜parameter name="start" string="false">14000</｜DSML｜parameter>
<｜DSML｜parameter name="lines" string="false">120</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>static int sample_argmax(const float *logits, int n) {
    int best = 0;
    float best_v = logits[0];
    for (int i = 1; i < n; i++) {
        if (logits[i] > best_v) {
            best_v = logits[i];
            best = i;
        }
    }
    return best;
}
</tool_result><｜Assistant｜></think>It picks the index of the largest logit by linear scan from index 1 forward, starting with index 0 as the initial best. No tie-breaker beyond first-seen.<｜end▁of▁sentence｜><｜User｜>what does sample_argmax do? read it<｜Assistant｜></think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="read_file">
<｜DSML｜parameter name="path" string="true">ds4.c</｜DSML｜parameter>
<｜DSML｜parameter name="start" string="false">14000</｜DSML｜parameter>
<｜DSML｜parameter name="lines" string="false">120</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>static int sample_argmax(const float *logits, int n) {
    int best = 0;
    float best_v = logits[0];
    for (int i = 1; i < n; i++) {
        if (logits[i] > best_v) {
            best_v = logits[i];
            best = i;
        }
    }
    return best;
}
</tool_result><｜Assistant｜></think>It picks the index of the largest logit by linear scan from index 1 forward, starting with index 0 as the initial best. No tie-breaker beyond first-seen.<｜end▁of▁sentence｜>


[System] You are opencode, a terminal-based coding assistant. Resolve user tasks by inspecting the repository, planning a minimal change, and applying it. Use the bash, read, edit, and grep tools as needed.

[User] what does sample_argmax do? read it

[Tool]
static int sample_argmax(const float *logits, int n) {
    int best = 0;
    float best_v = logits[0];
    for (int i = 1; i < n; i++) {
        if (logits[i] > best_v) {
            best_v = logits[i];
            best = i;
        }
    }
    return best;
}

[Assistant] It picks the index of the largest logit by linear scan from index 1 forward, starting with index 0 as the initial best. No tie-breaker beyond first-seen.

[User] what does sample_argmax do? read it

[Tool]
static int sample_argmax(const float *logits, int n) {
    int best = 0;
    float best_v = logits[0];
    for (int i = 1; i < n; i++) {
        if (logits[i] > best_v) {
            best_v = logits[i];
            best = i;
        }
    }
    return best;
}

[Assistant] It picks the index of the largest logit by linear scan from index 1 forward, starting with index 0 as the initial best. No tie-breaker beyond first-seen.

<｜begin▁of▁sentence｜>You are opencode, a terminal-based coding assistant. Resolve user tasks by inspecting the repository, planning a minimal change, and applying it. Use the bash, read, edit, and grep tools as needed.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"bash","description":"Run a shell command in the workspace.","parameters":{"type":"object","properties":{"command":{"type":"string","description":"The command line to execute."},"description":{"type":"string","description":"Short description of intent."},"timeout":{"type":"integer","description":"Timeout in seconds.","default":30}},"required":["command"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>what does sample_argmax do? read it<｜Assistant｜><think>Open the function in ds4.c. Lines 14000+ is the sampler region.</think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="read_file">
<｜DSML｜parameter name="path" string="true">ds4.c</｜DSML｜parameter>
<｜DSML｜parameter name="start" string="false">14000</｜DSML｜parameter>
<｜DSML｜parameter name="lines" string="false">120</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>static int sample_argmax(const float *logits, int n) {
    int best = 0;
    float best_v = logits[0];
    for (int i = 1; i < n; i++) {
        if (logits[i] > best_v) {
            best_v = logits[i];
            best = i;
        }
    }
    return best;
}
</tool_result><｜Assistant｜><think></think>It picks the index of the largest logit by linear scan from index 1 forward, starting with index 0 as the initial best. No tie-breaker beyond first-seen.<｜end▁of▁sentence｜><｜User｜>what does sample_argmax do? read it<｜Assistant｜><think>Open the function in ds4.c. Lines 14000+ is the sampler region.</think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="read_file">
<｜DSML｜parameter name="path" string="true">ds4.c</｜DSML｜parameter>
<｜DSML｜parameter name="start" string="false">14000</｜DSML｜parameter>
<｜DSML｜parameter name="lines" string="false">120</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>static int sample_argmax(const float *logits, int n) {
    int best = 0;
    float best_v = logits[0];
    for (int i = 1; i < n; i++) {
        if (logits[i] > best_v) {
            best_v = logits[i];
            best = i;
        }
    }
    return best;
}
</tool_result><｜Assistant｜><think></think>It picks the index of the largest logit by linear scan from index 1 forward, starting with index 0 as the initial best. No tie-breaker beyond first-seen.<｜end▁of▁sentence｜>


[System] You are opencode, a terminal-based coding assistant. Resolve user tasks by inspecting the repository, planning a minimal change, and applying it. Use the bash, read, edit, and grep tools as needed.

[User] tell me about ds4.c and ds4_server.c

[Tool] ds4.c first 60 lines elided ...

[Tool] ds4_server.c first 60 lines elided ...

[Assistant] ds4.c is the model graph runtime; ds4_server.c is the HTTP/chat layer that drives it.

[User] rename the local variable tmpBuf to scratch_buf everywhere

[Tool] edit applied: 6 occurrences replaced

[Assistant] Renamed 6 occurrences in ds4_metal.m. Anything else?

<｜begin▁of▁sentence｜>You are opencode, a terminal-based coding assistant. Resolve user tasks by inspecting the repository, planning a minimal change, and applying it. Use the bash, read, edit, and grep tools as needed.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"bash","description":"Run a shell command in the workspace.","parameters":{"type":"object","properties":{"command":{"type":"string","description":"The command line to execute."},"description":{"type":"string","description":"Short description of intent."},"timeout":{"type":"integer","description":"Timeout in seconds.","default":30}},"required":["command"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>tell me about ds4.c and ds4_server.c<｜Assistant｜></think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="read_file">
<｜DSML｜parameter name="path" string="true">ds4.c</｜DSML｜parameter>
<｜DSML｜parameter name="start" string="false">1</｜DSML｜parameter>
<｜DSML｜parameter name="lines" string="false">60</｜DSML｜parameter>
</｜DSML｜invoke>
<｜DSML｜invoke name="read_file">
<｜DSML｜parameter name="path" string="true">ds4_server.c</｜DSML｜parameter>
<｜DSML｜parameter name="start" string="false">1</｜DSML｜parameter>
<｜DSML｜parameter name="lines" string="false">60</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>ds4.c first 60 lines elided ...</tool_result><tool_result>ds4_server.c first 60 lines elided ...</tool_result><｜Assistant｜></think>ds4.c is the model graph runtime; ds4_server.c is the HTTP/chat layer that drives it.<｜end▁of▁sentence｜><｜User｜>rename the local variable tmpBuf to scratch_buf everywhere<｜Assistant｜></think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="edit">
<｜DSML｜parameter name="path" string="true">ds4_metal.m</｜DSML｜parameter>
<｜DSML｜parameter name="old_string" string="true">tmpBuf</｜DSML｜parameter>
<｜DSML｜parameter name="new_string" string="true">scratch_buf</｜DSML｜parameter>
<｜DSML｜parameter name="replace_all" string="false">true</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>edit applied: 6 occurrences replaced
</tool_result><｜Assistant｜></think>Renamed 6 occurrences in ds4_metal.m. Anything else?<｜end▁of▁sentence｜>


[System] You are opencode, a terminal-based coding assistant. Resolve user tasks by inspecting the repository, planning a minimal change, and applying it. Use the bash, read, edit, and grep tools as needed.

[User] tell me about ds4.c and ds4_server.c

[Tool] ds4.c first 60 lines elided ...

[Tool] ds4_server.c first 60 lines elided ...

[Assistant] ds4.c is the model graph runtime; ds4_server.c is the HTTP/chat layer that drives it.

[User] rename the local variable tmpBuf to scratch_buf everywhere

[Tool] edit applied: 6 occurrences replaced

[Assistant] Renamed 6 occurrences in ds4_metal.m. Anything else?

<｜begin▁of▁sentence｜>You are opencode, a terminal-based coding assistant. Resolve user tasks by inspecting the repository, planning a minimal change, and applying it. Use the bash, read, edit, and grep tools as needed.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"bash","description":"Run a shell command in the workspace.","parameters":{"type":"object","properties":{"command":{"type":"string","description":"The command line to execute."},"description":{"type":"string","description":"Short description of intent."},"timeout":{"type":"integer","description":"Timeout in seconds.","default":30}},"required":["command"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>tell me about ds4.c and ds4_server.c<｜Assistant｜><think>Both reads in one DSML block; the runtime handles ordered tool_calls.</think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="read_file">
<｜DSML｜parameter name="path" string="true">ds4.c</｜DSML｜parameter>
<｜DSML｜parameter name="start" string="false">1</｜DSML｜parameter>
<｜DSML｜parameter name="lines" string="false">60</｜DSML｜parameter>
</｜DSML｜invoke>
<｜DSML｜invoke name="read_file">
<｜DSML｜parameter name="path" string="true">ds4_server.c</｜DSML｜parameter>
<｜DSML｜parameter name="start" string="false">1</｜DSML｜parameter>
<｜DSML｜parameter name="lines" string="false">60</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>ds4.c first 60 lines elided ...</tool_result><tool_result>ds4_server.c first 60 lines elided ...</tool_result><｜Assistant｜><think></think>ds4.c is the model graph runtime; ds4_server.c is the HTTP/chat layer that drives it.<｜end▁of▁sentence｜><｜User｜>rename the local variable tmpBuf to scratch_buf everywhere<｜Assistant｜><think>replace_all is safe here since the identifier is local-only.</think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="edit">
<｜DSML｜parameter name="path" string="true">ds4_metal.m</｜DSML｜parameter>
<｜DSML｜parameter name="old_string" string="true">tmpBuf</｜DSML｜parameter>
<｜DSML｜parameter name="new_string" string="true">scratch_buf</｜DSML｜parameter>
<｜DSML｜parameter name="replace_all" string="false">true</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>edit applied: 6 occurrences replaced
</tool_result><｜Assistant｜><think></think>Renamed 6 occurrences in ds4_metal.m. Anything else?<｜end▁of▁sentence｜>


[System] You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

[User] tell me about ds4.c and ds4_server.c

[Tool] ds4.c first 60 lines elided ...

[Tool] ds4_server.c first 60 lines elided ...

[Assistant] ds4.c is the model graph runtime; ds4_server.c is the HTTP/chat layer that drives it.

[User] fetch the local docs page

[Tool]
Server status

load=0.32 mem=78% temp=64C

home & docs

[Assistant] Two pages linked from the index, plus a small load/mem/temp block. The body comes in escaped: & for &, < for <, > for >.

<｜begin▁of▁sentence｜>You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"bash","description":"Run a shell command in the workspace.","parameters":{"type":"object","properties":{"command":{"type":"string","description":"The command line to execute."},"description":{"type":"string","description":"Short description of intent."},"timeout":{"type":"integer","description":"Timeout in seconds.","default":30}},"required":["command"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>tell me about ds4.c and ds4_server.c<｜Assistant｜></think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="read_file">
<｜DSML｜parameter name="path" string="true">ds4.c</｜DSML｜parameter>
<｜DSML｜parameter name="start" string="false">1</｜DSML｜parameter>
<｜DSML｜parameter name="lines" string="false">60</｜DSML｜parameter>
</｜DSML｜invoke>
<｜DSML｜invoke name="read_file">
<｜DSML｜parameter name="path" string="true">ds4_server.c</｜DSML｜parameter>
<｜DSML｜parameter name="start" string="false">1</｜DSML｜parameter>
<｜DSML｜parameter name="lines" string="false">60</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>ds4.c first 60 lines elided ...</tool_result><tool_result>ds4_server.c first 60 lines elided ...</tool_result><｜Assistant｜></think>ds4.c is the model graph runtime; ds4_server.c is the HTTP/chat layer that drives it.<｜end▁of▁sentence｜><｜User｜>fetch the local docs page<｜Assistant｜></think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="web_fetch">
<｜DSML｜parameter name="url" string="true">http://localhost/docs</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>

Server status

load=0.32 mem=78% temp=64C

home & docs

</tool_result><｜Assistant｜></think>Two pages linked from the index, plus a small load/mem/temp block. The body comes in escaped: & for &, < for <, > for >.<｜end▁of▁sentence｜>


[System] You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

[User] tell me about ds4.c and ds4_server.c

[Tool] ds4.c first 60 lines elided ...

[Tool] ds4_server.c first 60 lines elided ...

[Assistant] ds4.c is the model graph runtime; ds4_server.c is the HTTP/chat layer that drives it.

[User] fetch the local docs page

[Tool]
Server status

load=0.32 mem=78% temp=64C

home & docs

[Assistant] Two pages linked from the index, plus a small load/mem/temp block. The body comes in escaped: & for &, < for <, > for >.

<｜begin▁of▁sentence｜>You are a coding agent operating in a local repository. Be terse. Use tools for filesystem inspection and edits; answer plain questions directly. Never narrate what you are about to do.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"bash","description":"Run a shell command in the workspace.","parameters":{"type":"object","properties":{"command":{"type":"string","description":"The command line to execute."},"description":{"type":"string","description":"Short description of intent."},"timeout":{"type":"integer","description":"Timeout in seconds.","default":30}},"required":["command"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>tell me about ds4.c and ds4_server.c<｜Assistant｜><think>Both reads in one DSML block; the runtime handles ordered tool_calls.</think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="read_file">
<｜DSML｜parameter name="path" string="true">ds4.c</｜DSML｜parameter>
<｜DSML｜parameter name="start" string="false">1</｜DSML｜parameter>
<｜DSML｜parameter name="lines" string="false">60</｜DSML｜parameter>
</｜DSML｜invoke>
<｜DSML｜invoke name="read_file">
<｜DSML｜parameter name="path" string="true">ds4_server.c</｜DSML｜parameter>
<｜DSML｜parameter name="start" string="false">1</｜DSML｜parameter>
<｜DSML｜parameter name="lines" string="false">60</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>ds4.c first 60 lines elided ...</tool_result><tool_result>ds4_server.c first 60 lines elided ...</tool_result><｜Assistant｜><think></think>ds4.c is the model graph runtime; ds4_server.c is the HTTP/chat layer that drives it.<｜end▁of▁sentence｜><｜User｜>fetch the local docs page<｜Assistant｜><think>Plain fetch; the body has HTML which the renderer will escape on the way in.</think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="web_fetch">
<｜DSML｜parameter name="url" string="true">http://localhost/docs</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>

Server status

load=0.32 mem=78% temp=64C

home & docs

</tool_result><｜Assistant｜><think></think>Two pages linked from the index, plus a small load/mem/temp block. The body comes in escaped: & for &, < for <, > for >.<｜end▁of▁sentence｜>


[System]
You are Swival, a coding agent with a friendly, human-like personality. You solve tasks autonomously using the tools provided, taking the optimal decisions at every step. Keep going until the task is fully complete. Do not call tools for simple math, greetings, or unclear standalone questions. For minor ambiguity, pick the most likely intent and briefly state your choice.

## Workflow

- Use tools only when needed; answer plain questions directly.
- Explore before editing: outline, list_files, grep, then read_file.
- Use think before multi-step coding tasks, debugging, choosing alternatives, and editing code.
- Use todo for multi-step work and mark items done as you finish.
- One logical change at a time. Do not re-read files after editing.
- On tool errors, use think to diagnose before retrying.

## Editing

- Copy old_string verbatim from read_file.
- For multiple matches, pass line_number. Use replace_all only when every occurrence should change.

## Safety

- Never print secrets to the console.
- Do not take any action that could degrade the workspace.

[User] should we cache the imatrix file on disk?

[Tool] noted

[Assistant] No. The file is read once per quant run and the OS page cache already keeps it hot if you re-run shortly after.

[User] find functions named *_kv_*

[Tool] grep: bad regex: unbalanced parenthesis

[Tool]
ds4.c:88:static void ds4_kv_reset(...)
ds4.c:412:static int  ds4_kv_size(...)

[Assistant] Two candidates: ds4_kv_reset and ds4_kv_size, both in ds4.c. Want me to open either?

<｜begin▁of▁sentence｜>You are Swival, a coding agent with a friendly, human-like personality. You solve tasks autonomously using the tools provided, taking the optimal decisions at every step. Keep going until the task is fully complete. Do not call tools for simple math, greetings, or unclear standalone questions. For minor ambiguity, pick the most likely intent and briefly state your choice.

## Workflow

- Use tools only when needed; answer plain questions directly.
- Explore before editing: outline, list_files, grep, then read_file.
- Use think before multi-step coding tasks, debugging, choosing alternatives, and editing code.
- Use todo for multi-step work and mark items done as you finish.
- One logical change at a time. Do not re-read files after editing.
- On tool errors, use think to diagnose before retrying.

## Editing

- Copy old_string verbatim from read_file.
- For multiple matches, pass line_number. Use replace_all only when every occurrence should change.

## Safety

- Never print secrets to the console.
- Do not take any action that could degrade the workspace.

## Tools

You have access to a set of tools to help answer the user question. You can invoke tools by writing a "<｜DSML｜tool_calls>" block like the following:

<｜DSML｜tool_calls>
<｜DSML｜invoke name="$TOOL_NAME">
<｜DSML｜parameter name="$PARAMETER_NAME" string="true|false">$PARAMETER_VALUE</｜DSML｜parameter>
...
</｜DSML｜invoke>
<｜DSML｜invoke name="$TOOL_NAME2">
...
</｜DSML｜invoke>
</｜DSML｜tool_calls>

String parameters should be specified as raw text and set `string="true"`. Preserve characters such as `>`, `&`, and `&&` exactly; never replace normal string characters with XML or HTML entity escapes. Only if a string value itself contains the exact closing parameter tag `</｜DSML｜parameter>`, write that tag as `</｜DSML｜parameter>` inside the value. For all other types (numbers, booleans, arrays, objects), pass the value in JSON format and set `string="false"`.

If thinking_mode is enabled (triggered by <think>), you MUST output your complete reasoning inside <think>...</think> BEFORE any tool calls or final response.

Otherwise, output directly after </think> with tool calls or final response.

### Available Tool Schemas

{"name":"bash","description":"Run a shell command in the workspace.","parameters":{"type":"object","properties":{"command":{"type":"string","description":"The command line to execute."},"description":{"type":"string","description":"Short description of intent."},"timeout":{"type":"integer","description":"Timeout in seconds.","default":30}},"required":["command"]}}

You MUST strictly follow the above defined tool name and parameter schemas to invoke tool calls. Use the exact parameter names from the schemas.<｜User｜>should we cache the imatrix file on disk?<｜Assistant｜></think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="think">
<｜DSML｜parameter name="note" string="true">the .dat is read once per quant run; disk cache buys nothing the OS page cache does not</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>noted
</tool_result><｜Assistant｜></think>No. The file is read once per quant run and the OS page cache already keeps it hot if you re-run shortly after.<｜end▁of▁sentence｜><｜User｜>find functions named *_kv_*<｜Assistant｜></think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="grep">
<｜DSML｜parameter name="pattern" string="true">(_kv_</｜DSML｜parameter>
<｜DSML｜parameter name="path" string="true">.</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>grep: bad regex: unbalanced parenthesis
</tool_result><｜Assistant｜></think>

<｜DSML｜tool_calls>
<｜DSML｜invoke name="grep">
<｜DSML｜parameter name="pattern" string="true">_kv_</｜DSML｜parameter>
<｜DSML｜parameter name="path" string="true">.</｜DSML｜parameter>
</｜DSML｜invoke>
</｜DSML｜tool_calls><｜end▁of▁sentence｜><｜User｜><tool_result>ds4.c:88:static void ds4_kv_reset(...)
ds4.c:412:static int  ds4_kv_size(...)
</tool_result><｜Assistant｜></think>Two candidates: ds4_kv_reset and ds4_kv_size, both in ds4.c. Want me to open either?<｜end▁of▁sentence｜>