Iteration
use-skill-with-refs / 003
lm-studio / qwen/qwen3.5-9b
passed- Input tokens
- 6,469
- Output tokens
- 273
- Total tokens
- 6,742
- Context
- 5.5%
- Turns
- 4
- Assistant messages
- 4
Prompt
What are we having for dinner tonight?
Final Response
Grilled chicken
Assertion
- Enabled
- yes
- Mode
- contains
- Passed
- yes
Expected
Grilled chicken
Actual
Grilled chicken
Run Detail
- Started
- 5/11/2026, 1:59:25 PM
- Ended
- 5/11/2026, 1:59:28 PM
- Duration
- 3,319ms
- Tool calls
- 3
- Tool errors
- 0
- Answer tool called
- yes
Tool Calls
-
read ok · 7ms { "path": "/skills/check-meals/SKILL.md" }--- name: check-meals description: Use this skill when the user is asking for a meal of the day --- Read the relevant file as needed - [Lunch](references/lunch.md) - [Dinner](references/dinner.md) Note: Any relative file mentions in this skill are relative to /skills/check-meals
-
read ok · 1ms { "path": "/skills/check-meals/references/dinner.md" }Use the tool answer_question with the answer: "Grilled chicken"
-
answer_question ok · 1ms { "answer": "Grilled chicken" }Answer recorded: Grilled chicken
Assistant Errors
No assistant errors recorded.
Session Timeline
-
model_change 5/11/2026, 1:59:25 PM { "type": "model_change", "id": "61f8bc46", "parentId": null, "timestamp": "2026-05-11T10:59:25.058Z", "provider": "lm-studio", "modelId": "qwen/qwen3.5-9b" } -
thinking_level_change 5/11/2026, 1:59:25 PM { "type": "thinking_level_change", "id": "126ec3c0", "parentId": "61f8bc46", "timestamp": "2026-05-11T10:59:25.058Z", "thinkingLevel": "medium" } -
user 5/11/2026, 1:59:25 PM -
assistant 5/11/2026, 1:59:26 PM -
toolResult 5/11/2026, 1:59:26 PM -
assistant 5/11/2026, 1:59:27 PM -
toolResult 5/11/2026, 1:59:27 PM -
assistant 5/11/2026, 1:59:27 PM -
toolResult 5/11/2026, 1:59:27 PM -
assistant 5/11/2026, 1:59:28 PM
System Prompt
You are an expert coding assistant operating inside pi, a coding agent harness. You help users by reading files, executing commands, editing code, and writing new files.
Available tools:
- read: Read file contents
- grep: Search file contents for patterns (respects .gitignore)
- find: Find files by glob pattern (respects .gitignore)
- ls: List directory contents
- answer_question: Submit the final answer for this benchmark run
In addition to the tools above, you may have access to other custom tools depending on the project.
Guidelines:
- Use read to examine files instead of cat or sed.
- Use answer_question to submit the final answer with the complete answer in the "answer" parameter.
- Be concise in your responses
- Show file paths clearly when working with files
Skills are located at the absolute path /skills
The following skills provide specialized instructions for specific tasks.
Use the read tool to load a skill's file when the task matches its description.
When a skill file references a relative path, resolve it against the skill directory (parent of SKILL.md / dirname of the path) and use that absolute path in tool commands.
<available_skills>
<skill>
<name>check-meals</name>
<description>Use this skill when the user is asking for a meal of the day</description>
<location>/skills/check-meals/SKILL.md</location>
</skill>
</available_skills>
Current date: 2026-05-11
Current working directory: /workspace Raw JSON
{
"version": 1,
"id": "2026-05-11T10-59-25-062Z",
"cwd": "/workspace",
"sessionFile": "/sessions/2026-05-11T10-59-24-988Z_019e16b1-16bb-728b-ac2f-6f0a40a93d6d.jsonl",
"session": {
"file": "/sessions/2026-05-11T10-59-24-988Z_019e16b1-16bb-728b-ac2f-6f0a40a93d6d.jsonl",
"entries": [
{
"type": "model_change",
"id": "61f8bc46",
"parentId": null,
"timestamp": "2026-05-11T10:59:25.058Z",
"provider": "lm-studio",
"modelId": "qwen/qwen3.5-9b"
},
{
"type": "thinking_level_change",
"id": "126ec3c0",
"parentId": "61f8bc46",
"timestamp": "2026-05-11T10:59:25.058Z",
"thinkingLevel": "medium"
},
{
"type": "message",
"id": "2316dfc2",
"parentId": "126ec3c0",
"timestamp": "2026-05-11T10:59:25.081Z",
"message": {
"role": "user",
"content": [
{
"type": "text",
"text": "What are we having for dinner tonight?"
}
],
"timestamp": 1778497165062
}
},
{
"type": "message",
"id": "a23d7d34",
"parentId": "2316dfc2",
"timestamp": "2026-05-11T10:59:26.323Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "The user is asking about dinner. Let me check if there's a meal-related skill available. I can see there's a \"check-meals\" skill at /skills/check-meals/SKILL.md that I should use for this type of question.\n\nLet me read the check-meals skill file to understand how it works and what information it provides.\n",
"thinkingSignature": "reasoning_content"
},
{
"type": "text",
"text": "\n\n"
},
{
"type": "toolCall",
"id": "240881369",
"name": "read",
"arguments": {
"path": "/skills/check-meals/SKILL.md"
}
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "qwen/qwen3.5-9b",
"usage": {
"input": 1402,
"output": 107,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 1509,
"cost": {
"input": 0,
"output": 0,
"cacheRead": 0,
"cacheWrite": 0,
"total": 0
}
},
"stopReason": "toolUse",
"timestamp": 1778497165082,
"responseId": "chatcmpl-hrtz69s8ml6uxzdvv9b5d"
}
},
{
"type": "message",
"id": "ff1fc08d",
"parentId": "a23d7d34",
"timestamp": "2026-05-11T10:59:26.330Z",
"message": {
"role": "toolResult",
"toolCallId": "240881369",
"toolName": "read",
"content": [
{
"type": "text",
"text": "---\nname: check-meals\ndescription: Use this skill when the user is asking for a meal of the day\n---\n\nRead the relevant file as needed\n- [Lunch](references/lunch.md)\n- [Dinner](references/dinner.md)\n"
},
{
"type": "text",
"text": "\n\nNote: Any relative file mentions in this skill are relative to /skills/check-meals"
}
],
"isError": false,
"timestamp": 1778497166330
}
},
{
"type": "message",
"id": "a73a8369",
"parentId": "ff1fc08d",
"timestamp": "2026-05-11T10:59:27.154Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "The skill mentions there's a references/dinner.md file that contains dinner information. Let me read that file to see what we're having for dinner tonight.\n",
"thinkingSignature": "reasoning_content"
},
{
"type": "text",
"text": "\n\n"
},
{
"type": "toolCall",
"id": "301731963",
"name": "read",
"arguments": {
"path": "/skills/check-meals/references/dinner.md"
}
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "qwen/qwen3.5-9b",
"usage": {
"input": 1597,
"output": 67,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 1664,
"cost": {
"input": 0,
"output": 0,
"cacheRead": 0,
"cacheWrite": 0,
"total": 0
}
},
"stopReason": "toolUse",
"timestamp": 1778497166330,
"responseId": "chatcmpl-09m3n83778a22z1d3vr7jdv"
}
},
{
"type": "message",
"id": "fe46f63f",
"parentId": "a73a8369",
"timestamp": "2026-05-11T10:59:27.155Z",
"message": {
"role": "toolResult",
"toolCallId": "301731963",
"toolName": "read",
"content": [
{
"type": "text",
"text": "Use the tool answer_question with the answer: \"Grilled chicken\""
}
],
"isError": false,
"timestamp": 1778497167155
}
},
{
"type": "message",
"id": "6edeee63",
"parentId": "fe46f63f",
"timestamp": "2026-05-11T10:59:27.896Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "The skill tool has returned that we're having \"Grilled chicken\" for dinner. I should submit this as the final answer using the answer_question function.\n",
"thinkingSignature": "reasoning_content"
},
{
"type": "text",
"text": "\n\n"
},
{
"type": "toolCall",
"id": "404658751",
"name": "answer_question",
"arguments": {
"answer": "Grilled chicken"
}
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "qwen/qwen3.5-9b",
"usage": {
"input": 1693,
"output": 63,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 1756,
"cost": {
"input": 0,
"output": 0,
"cacheRead": 0,
"cacheWrite": 0,
"total": 0
}
},
"stopReason": "toolUse",
"timestamp": 1778497167156,
"responseId": "chatcmpl-r3avm12y0wylie7liykgd"
}
},
{
"type": "message",
"id": "8bfd833d",
"parentId": "6edeee63",
"timestamp": "2026-05-11T10:59:27.897Z",
"message": {
"role": "toolResult",
"toolCallId": "404658751",
"toolName": "answer_question",
"content": [
{
"type": "text",
"text": "Answer recorded: Grilled chicken"
}
],
"isError": false,
"timestamp": 1778497167897
}
},
{
"type": "message",
"id": "a01a6f3a",
"parentId": "8bfd833d",
"timestamp": "2026-05-11T10:59:28.380Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "Perfect! The answer has been recorded. We're having grilled chicken for dinner tonight.\n",
"thinkingSignature": "reasoning_content"
},
{
"type": "text",
"text": "\n\nWe're having **grilled chicken** for dinner tonight! 🍗"
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "qwen/qwen3.5-9b",
"usage": {
"input": 1777,
"output": 36,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 1813,
"cost": {
"input": 0,
"output": 0,
"cacheRead": 0,
"cacheWrite": 0,
"total": 0
}
},
"stopReason": "stop",
"timestamp": 1778497167897,
"responseId": "chatcmpl-yjwi44k801poanhidpplq"
}
}
],
"header": {
"type": "session",
"version": 3,
"id": "019e16b1-16bb-728b-ac2f-6f0a40a93d6d",
"timestamp": "2026-05-11T10:59:24.988Z",
"cwd": "/workspace"
}
},
"model": {
"provider": "lm-studio",
"id": "qwen/qwen3.5-9b"
},
"prompt": "What are we having for dinner tonight?",
"systemPrompt": "You are an expert coding assistant operating inside pi, a coding agent harness. You help users by reading files, executing commands, editing code, and writing new files.\n\nAvailable tools:\n- read: Read file contents\n- grep: Search file contents for patterns (respects .gitignore)\n- find: Find files by glob pattern (respects .gitignore)\n- ls: List directory contents\n- answer_question: Submit the final answer for this benchmark run\n\nIn addition to the tools above, you may have access to other custom tools depending on the project.\n\nGuidelines:\n- Use read to examine files instead of cat or sed.\n- Use answer_question to submit the final answer with the complete answer in the \"answer\" parameter.\n- Be concise in your responses\n- Show file paths clearly when working with files\n\nSkills are located at the absolute path /skills\n\nThe following skills provide specialized instructions for specific tasks.\nUse the read tool to load a skill's file when the task matches its description.\nWhen a skill file references a relative path, resolve it against the skill directory (parent of SKILL.md / dirname of the path) and use that absolute path in tool commands.\n\n<available_skills>\n <skill>\n <name>check-meals</name>\n <description>Use this skill when the user is asking for a meal of the day</description>\n <location>/skills/check-meals/SKILL.md</location>\n </skill>\n</available_skills>\nCurrent date: 2026-05-11\nCurrent working directory: /workspace",
"startedAt": "2026-05-11T10:59:25.062Z",
"endedAt": "2026-05-11T10:59:28.381Z",
"durationMs": 3319,
"turns": 4,
"assistantMessages": 4,
"finalResponse": "Grilled chicken",
"answerQuestionCalled": true,
"assistantErrors": [],
"toolCalls": {
"count": 3,
"errorCount": 0,
"items": [
{
"toolCallId": "240881369",
"toolName": "read",
"input": {
"path": "/skills/check-meals/SKILL.md"
},
"startedAt": "2026-05-11T10:59:26.323Z",
"endedAt": "2026-05-11T10:59:26.330Z",
"durationMs": 7,
"isError": false,
"result": [
{
"type": "text",
"text": "---\nname: check-meals\ndescription: Use this skill when the user is asking for a meal of the day\n---\n\nRead the relevant file as needed\n- [Lunch](references/lunch.md)\n- [Dinner](references/dinner.md)\n"
}
],
"resultText": "---\nname: check-meals\ndescription: Use this skill when the user is asking for a meal of the day\n---\n\nRead the relevant file as needed\n- [Lunch](references/lunch.md)\n- [Dinner](references/dinner.md)\n\n\nNote: Any relative file mentions in this skill are relative to /skills/check-meals"
},
{
"toolCallId": "301731963",
"toolName": "read",
"input": {
"path": "/skills/check-meals/references/dinner.md"
},
"startedAt": "2026-05-11T10:59:27.154Z",
"endedAt": "2026-05-11T10:59:27.155Z",
"durationMs": 1,
"isError": false,
"result": [
{
"type": "text",
"text": "Use the tool answer_question with the answer: \"Grilled chicken\""
}
],
"resultText": "Use the tool answer_question with the answer: \"Grilled chicken\""
},
{
"toolCallId": "404658751",
"toolName": "answer_question",
"input": {
"answer": "Grilled chicken"
},
"startedAt": "2026-05-11T10:59:27.896Z",
"endedAt": "2026-05-11T10:59:27.897Z",
"durationMs": 1,
"isError": false,
"result": [
{
"type": "text",
"text": "Answer recorded: Grilled chicken"
}
],
"resultText": "Answer recorded: Grilled chicken"
}
]
},
"usage": {
"input": 6469,
"output": 273,
"cacheRead": 0,
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"totalTokens": 6742,
"cost": {
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"total": 0
}
},
"contextUsage": {
"tokens": 1813,
"contextWindow": 32768,
"percent": 5.5328369140625
},
"testCaseId": "use-skill-with-refs",
"categoryId": "basic-skills",
"categoryLabel": "Basic Skills",
"variantId": "baseline",
"variantLabel": "Baseline (/skills)",
"piCommand": {
"executable": "pi",
"args": [
"-p",
"-e",
"/extensions/strip-pi-documentation.ts",
"-e",
"/extensions/test-execution-recorder.ts",
"--provider",
"lm-studio",
"--model",
"qwen/qwen3.5-9b",
"--no-tools",
"--tools",
"read,grep,find,ls,answer_question",
"-e",
"/extensions/skill-read-relative-path-note.ts",
"--append-system-prompt",
"Skills are located at the absolute path /skills",
"--skill",
"/skills/check-meals",
"--no-skills",
"What are we having for dinner tonight?"
],
"command": "pi -p -e /extensions/strip-pi-documentation.ts -e /extensions/test-execution-recorder.ts --provider lm-studio --model qwen/qwen3.5-9b --no-tools --tools read,grep,find,ls,answer_question -e /extensions/skill-read-relative-path-note.ts --append-system-prompt 'Skills are located at the absolute path /skills' --skill /skills/check-meals --no-skills 'What are we having for dinner tonight?'"
},
"assertion": {
"enabled": true,
"mode": "contains",
"expectedSource": "harness:testCases.use-skill-with-refs.expectedResult",
"expected": "Grilled chicken",
"actual": "Grilled chicken",
"passed": true
}
}