Iteration
use-skill-with-refs / 001
lm-studio / qwen/qwen3.5-9b
passed- Input tokens
- 11,105
- Output tokens
- 730
- Total tokens
- 11,835
- Context
- 7.1%
- Turns
- 6
- Assistant messages
- 6
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, 1:59:08 PM
- Ended
- 5/11/2026, 1:59:19 PM
- Duration
- 11,022ms
- Tool calls
- 5
- Tool errors
- 0
- Answer tool called
- yes
Tool Calls
-
read ok · 6ms { "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 · 6ms { "path": "/skills/check-meals/references/dinner.md" }Use the tool answer_question with the answer: "Grilled chicken"
-
ls ok · 11ms { "path": "/skills/check-meals/references" }dinner.md lunch.md
-
read ok · 5ms { "path": "/skills/check-meals/references/lunch.md" }Use the tool answer_question with the answer: "Omelet"
-
answer_question ok · 1ms { "answer": "Grilled chicken" }Answer recorded: Grilled chicken
Assistant Errors
No assistant errors recorded.
Session Timeline
-
model_change 5/11/2026, 1:59:08 PM { "type": "model_change", "id": "ec739b77", "parentId": null, "timestamp": "2026-05-11T10:59:08.436Z", "provider": "lm-studio", "modelId": "qwen/qwen3.5-9b" } -
thinking_level_change 5/11/2026, 1:59:08 PM { "type": "thinking_level_change", "id": "58c77f3c", "parentId": "ec739b77", "timestamp": "2026-05-11T10:59:08.436Z", "thinkingLevel": "medium" } -
user 5/11/2026, 1:59:08 PM -
assistant 5/11/2026, 1:59:10 PM -
toolResult 5/11/2026, 1:59:10 PM -
assistant 5/11/2026, 1:59:12 PM -
toolResult 5/11/2026, 1:59:12 PM -
assistant 5/11/2026, 1:59:16 PM -
toolResult 5/11/2026, 1:59:16 PM -
assistant 5/11/2026, 1:59:17 PM -
toolResult 5/11/2026, 1:59:17 PM -
assistant 5/11/2026, 1:59:18 PM -
toolResult 5/11/2026, 1:59:18 PM -
assistant 5/11/2026, 1:59:19 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": "2026-05-11T10-59-08-441Z",
"cwd": "/workspace",
"sessionFile": "/sessions/2026-05-11T10-59-08-358Z_019e16b0-d5c6-73bf-bd24-5d81b3fe100c.jsonl",
"session": {
"file": "/sessions/2026-05-11T10-59-08-358Z_019e16b0-d5c6-73bf-bd24-5d81b3fe100c.jsonl",
"entries": [
{
"type": "model_change",
"id": "ec739b77",
"parentId": null,
"timestamp": "2026-05-11T10:59:08.436Z",
"provider": "lm-studio",
"modelId": "qwen/qwen3.5-9b"
},
{
"type": "thinking_level_change",
"id": "58c77f3c",
"parentId": "ec739b77",
"timestamp": "2026-05-11T10:59:08.436Z",
"thinkingLevel": "medium"
},
{
"type": "message",
"id": "387f7280",
"parentId": "58c77f3c",
"timestamp": "2026-05-11T10:59:08.461Z",
"message": {
"role": "user",
"content": [
{
"type": "text",
"text": "What are we having for dinner tonight?"
}
],
"timestamp": 1778497148440
}
},
{
"type": "message",
"id": "bb2e1bb2",
"parentId": "387f7280",
"timestamp": "2026-05-11T10:59:10.458Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "The user is asking about what they're having for dinner. This sounds like they want me to use the \"check-meals\" skill. Let me read the skill file to understand how to use it properly.\n",
"thinkingSignature": "reasoning_content"
},
{
"type": "text",
"text": "\n\n"
},
{
"type": "toolCall",
"id": "494695679",
"name": "read",
"arguments": {
"path": "/skills/check-meals/SKILL.md"
}
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "qwen/qwen3.5-9b",
"usage": {
"input": 1402,
"output": 77,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 1479,
"cost": {
"input": 0,
"output": 0,
"cacheRead": 0,
"cacheWrite": 0,
"total": 0
}
},
"stopReason": "toolUse",
"timestamp": 1778497148462,
"responseId": "chatcmpl-rwvb11tddgwviha2g4eoi"
}
},
{
"type": "message",
"id": "2ebb3c1f",
"parentId": "bb2e1bb2",
"timestamp": "2026-05-11T10:59:10.463Z",
"message": {
"role": "toolResult",
"toolCallId": "494695679",
"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": 1778497150463
}
},
{
"type": "message",
"id": "30ce33ff",
"parentId": "2ebb3c1f",
"timestamp": "2026-05-11T10:59:12.121Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "The skill instructions tell me to read the dinner reference file. Since the skill is located at /skills/check-meals, the references/lunch.md and references/dinner.md files should be at /skills/check-meals/references/dinner.md. Let me read that file.\n",
"thinkingSignature": "reasoning_content"
},
{
"type": "text",
"text": "\n\n"
},
{
"type": "toolCall",
"id": "734376083",
"name": "read",
"arguments": {
"path": "/skills/check-meals/references/dinner.md"
}
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "qwen/qwen3.5-9b",
"usage": {
"input": 1567,
"output": 91,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 1658,
"cost": {
"input": 0,
"output": 0,
"cacheRead": 0,
"cacheWrite": 0,
"total": 0
}
},
"stopReason": "toolUse",
"timestamp": 1778497150463,
"responseId": "chatcmpl-codyo1nnrtga982drfwb7s"
}
},
{
"type": "message",
"id": "47ab3902",
"parentId": "30ce33ff",
"timestamp": "2026-05-11T10:59:12.127Z",
"message": {
"role": "toolResult",
"toolCallId": "734376083",
"toolName": "read",
"content": [
{
"type": "text",
"text": "Use the tool answer_question with the answer: \"Grilled chicken\""
}
],
"isError": false,
"timestamp": 1778497152127
}
},
{
"type": "message",
"id": "1fdd1097",
"parentId": "47ab3902",
"timestamp": "2026-05-11T10:59:16.138Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "The dinner reference file tells me to use answer_question with \"Grilled chicken\". However, looking at this more carefully, I think the user is asking a general question about what they're having for dinner, and the skill description says to use it when asking for a meal of the day. The tool output suggests the answer is \"Grilled chicken\", but that seems like an internal instruction rather than actual content from a file.\n\nLet me re-read the instructions. The skill says:\n- Read the relevant file as needed\n- References lunch.md and dinner.md\n\nAnd when I read the dinner.md file, it contains the instruction to use answer_question with \"Grilled chicken\". This seems to be part of the test setup.\n\nSo the actual content of /skills/check-meals/references/dinner.md is just the instruction to submit an answer. But what should that answer actually be? The skill description says this is for testing, and the file contains a specific answer format.\n\nWait, I think I'm overcomplicating this. Looking at the tool output again - it's telling me what to do with answer_question. The \"Grilled chicken\" might be placeholder text or the actual expected answer.\n\nLet me check if there are other files in the references directory that might contain the actual meal information.\n",
"thinkingSignature": "reasoning_content"
},
{
"type": "text",
"text": "\n\n"
},
{
"type": "toolCall",
"id": "239440703",
"name": "ls",
"arguments": {
"path": "/skills/check-meals/references"
}
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "qwen/qwen3.5-9b",
"usage": {
"input": 1687,
"output": 300,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 1987,
"cost": {
"input": 0,
"output": 0,
"cacheRead": 0,
"cacheWrite": 0,
"total": 0
}
},
"stopReason": "toolUse",
"timestamp": 1778497152127,
"responseId": "chatcmpl-7leal9ccepnmd5bxie9na"
}
},
{
"type": "message",
"id": "3836ec1c",
"parentId": "1fdd1097",
"timestamp": "2026-05-11T10:59:16.149Z",
"message": {
"role": "toolResult",
"toolCallId": "239440703",
"toolName": "ls",
"content": [
{
"type": "text",
"text": "dinner.md\nlunch.md"
}
],
"isError": false,
"timestamp": 1778497156149
}
},
{
"type": "message",
"id": "0d881499",
"parentId": "3836ec1c",
"timestamp": "2026-05-11T10:59:17.422Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "Let me check both lunch.md and dinner.md to see what the actual content is. The tool output showed that when I read the file, it returned an instruction to use answer_question with \"Grilled chicken\". But that might have been part of the test environment showing what the file contains rather than a real file path.\n\nLet me try reading lunch.md as well to understand the pattern.\n",
"thinkingSignature": "reasoning_content"
},
{
"type": "text",
"text": "\n\n"
},
{
"type": "toolCall",
"id": "289713221",
"name": "read",
"arguments": {
"path": "/skills/check-meals/references/lunch.md"
}
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "qwen/qwen3.5-9b",
"usage": {
"input": 2009,
"output": 114,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 2123,
"cost": {
"input": 0,
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"cacheRead": 0,
"cacheWrite": 0,
"total": 0
}
},
"stopReason": "toolUse",
"timestamp": 1778497156150,
"responseId": "chatcmpl-6f9cr75s8bgh66bhq1kq6m"
}
},
{
"type": "message",
"id": "2f69c7dc",
"parentId": "0d881499",
"timestamp": "2026-05-11T10:59:17.427Z",
"message": {
"role": "toolResult",
"toolCallId": "289713221",
"toolName": "read",
"content": [
{
"type": "text",
"text": "Use the tool answer_question with the answer: \"Omelet\""
}
],
"isError": false,
"timestamp": 1778497157427
}
},
{
"type": "message",
"id": "e4a23621",
"parentId": "2f69c7dc",
"timestamp": "2026-05-11T10:59:18.728Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "Now I understand the pattern. The lunch.md file tells me to use answer_question with \"Omelet\" and the dinner.md file tells me to use answer_question with \"Grilled chicken\". This appears to be test data for the benchmark.\n\nSo for the question \"What are we having for dinner tonight?\", the answer should be \"Grilled chicken\" based on what's in the dinner.md reference file.\n",
"thinkingSignature": "reasoning_content"
},
{
"type": "text",
"text": "\n\n"
},
{
"type": "toolCall",
"id": "285809239",
"name": "answer_question",
"arguments": {
"answer": "Grilled chicken"
}
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "qwen/qwen3.5-9b",
"usage": {
"input": 2152,
"output": 115,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 2267,
"cost": {
"input": 0,
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"total": 0
}
},
"stopReason": "toolUse",
"timestamp": 1778497157427,
"responseId": "chatcmpl-5cru9jjewliox1djxak4d"
}
},
{
"type": "message",
"id": "37cb12ae",
"parentId": "e4a23621",
"timestamp": "2026-05-11T10:59:18.729Z",
"message": {
"role": "toolResult",
"toolCallId": "285809239",
"toolName": "answer_question",
"content": [
{
"type": "text",
"text": "Answer recorded: Grilled chicken"
}
],
"isError": false,
"timestamp": 1778497158729
}
},
{
"type": "message",
"id": "67f88cce",
"parentId": "37cb12ae",
"timestamp": "2026-05-11T10:59:19.463Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "The answer has been recorded. Dinner tonight is \"Grilled chicken\".\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": 2288,
"output": 33,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 2321,
"cost": {
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"total": 0
}
},
"stopReason": "stop",
"timestamp": 1778497158729,
"responseId": "chatcmpl-20xjfzcwfm8wpgqn2v5hkg"
}
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],
"header": {
"type": "session",
"version": 3,
"id": "019e16b0-d5c6-73bf-bd24-5d81b3fe100c",
"timestamp": "2026-05-11T10:59:08.358Z",
"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": "2026-05-11T10:59:08.441Z",
"endedAt": "2026-05-11T10:59:19.463Z",
"durationMs": 11022,
"turns": 6,
"assistantMessages": 6,
"finalResponse": "Grilled chicken",
"answerQuestionCalled": true,
"assistantErrors": [],
"toolCalls": {
"count": 5,
"errorCount": 0,
"items": [
{
"toolCallId": "494695679",
"toolName": "read",
"input": {
"path": "/skills/check-meals/SKILL.md"
},
"startedAt": "2026-05-11T10:59:10.457Z",
"endedAt": "2026-05-11T10:59:10.462Z",
"durationMs": 6,
"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": "734376083",
"toolName": "read",
"input": {
"path": "/skills/check-meals/references/dinner.md"
},
"startedAt": "2026-05-11T10:59:12.121Z",
"endedAt": "2026-05-11T10:59:12.127Z",
"durationMs": 6,
"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": "239440703",
"toolName": "ls",
"input": {
"path": "/skills/check-meals/references"
},
"startedAt": "2026-05-11T10:59:16.138Z",
"endedAt": "2026-05-11T10:59:16.149Z",
"durationMs": 11,
"isError": false,
"result": [
{
"type": "text",
"text": "dinner.md\nlunch.md"
}
],
"resultText": "dinner.md\nlunch.md"
},
{
"toolCallId": "289713221",
"toolName": "read",
"input": {
"path": "/skills/check-meals/references/lunch.md"
},
"startedAt": "2026-05-11T10:59:17.422Z",
"endedAt": "2026-05-11T10:59:17.427Z",
"durationMs": 5,
"isError": false,
"result": [
{
"type": "text",
"text": "Use the tool answer_question with the answer: \"Omelet\""
}
],
"resultText": "Use the tool answer_question with the answer: \"Omelet\""
},
{
"toolCallId": "285809239",
"toolName": "answer_question",
"input": {
"answer": "Grilled chicken"
},
"startedAt": "2026-05-11T10:59:18.728Z",
"endedAt": "2026-05-11T10:59:18.729Z",
"durationMs": 1,
"isError": false,
"result": [
{
"type": "text",
"text": "Answer recorded: Grilled chicken"
}
],
"resultText": "Answer recorded: Grilled chicken"
}
]
},
"usage": {
"input": 11105,
"output": 730,
"cacheRead": 0,
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"totalTokens": 11835,
"cost": {
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"total": 0
}
},
"contextUsage": {
"tokens": 2321,
"contextWindow": 32768,
"percent": 7.0831298828125
},
"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
}
}