Iteration
use-skill-with-refs / 008
lm-studio / google/gemma-4-e2b
failed- Input tokens
- 2,394
- Output tokens
- 1,210
- Total tokens
- 3,604
- Context
- 7.2%
- Turns
- 2
- Assistant messages
- 2
Prompt
What are we having for dinner tonight?
Final Response
I do not have access to your personal meal plans, so I don't know what we are having for dinner tonight.
Assertion
- Enabled
- yes
- Mode
- contains
- Passed
- no
Expected
n/a
Actual
I do not have access to your personal meal plans, so I don't know what we are having for dinner tonight.
Run Detail
- Started
- 5/8/2026, 4:55:26 PM
- Ended
- 5/8/2026, 4:55:34 PM
- Duration
- 8,449ms
- Tool calls
- 1
- Tool errors
- 1
- Answer tool called
- no
Tool Calls
-
check-meals error ยท 0ms {}Tool check-meals not found
Assistant Errors
No assistant errors recorded.
Session Timeline
-
model_change 5/8/2026, 4:55:26 PM { "type": "model_change", "id": "f99dfd5c", "parentId": null, "timestamp": "2026-05-08T13:55:26.469Z", "provider": "lm-studio", "modelId": "google/gemma-4-e2b" } -
thinking_level_change 5/8/2026, 4:55:26 PM { "type": "thinking_level_change", "id": "5155cc85", "parentId": "f99dfd5c", "timestamp": "2026-05-08T13:55:26.470Z", "thinkingLevel": "medium" } -
user 5/8/2026, 4:55:26 PM -
assistant 5/8/2026, 4:55:27 PM -
toolResult 5/8/2026, 4:55:27 PM -
assistant 5/8/2026, 4:55:34 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: 2026-05-08
Current working directory: /workspace Raw JSON
{
"version": 1,
"id": "2026-05-08T13-55-26-474Z",
"cwd": "/workspace",
"sessionFile": "/sessions/2026-05-08T13-55-26-397Z_019e07df-2a3d-77d8-b09f-7a063ee53056.jsonl",
"session": {
"file": "/sessions/2026-05-08T13-55-26-397Z_019e07df-2a3d-77d8-b09f-7a063ee53056.jsonl",
"entries": [
{
"type": "model_change",
"id": "f99dfd5c",
"parentId": null,
"timestamp": "2026-05-08T13:55:26.469Z",
"provider": "lm-studio",
"modelId": "google/gemma-4-e2b"
},
{
"type": "thinking_level_change",
"id": "5155cc85",
"parentId": "f99dfd5c",
"timestamp": "2026-05-08T13:55:26.470Z",
"thinkingLevel": "medium"
},
{
"type": "message",
"id": "292a2ab4",
"parentId": "5155cc85",
"timestamp": "2026-05-08T13:55:26.493Z",
"message": {
"role": "user",
"content": [
{
"type": "text",
"text": "What are we having for dinner tonight?"
}
],
"timestamp": 1778248526473
}
},
{
"type": "message",
"id": "616039a0",
"parentId": "292a2ab4",
"timestamp": "2026-05-08T13:55:27.375Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "\nThe user is asking \"What are we having for dinner tonight?\".\nI need to check if there is a way to determine the meal plan.\nI have access to a tool `check-meals` under `available_skills`. This skill's description is \"Use this skill when the user is asking for a meal of the day\".\n\nThis seems directly relevant to the user's request. I should use this skill to find the answer.\n\nPlan:\n1. Call the `check-meals` tool.",
"thinkingSignature": "reasoning_content"
},
{
"type": "toolCall",
"id": "989416893",
"name": "check-meals",
"arguments": {}
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "google/gemma-4-e2b",
"usage": {
"input": 1128,
"output": 119,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 1247,
"cost": {
"input": 0,
"output": 0,
"cacheRead": 0,
"cacheWrite": 0,
"total": 0
}
},
"stopReason": "toolUse",
"timestamp": 1778248526494,
"responseId": "chatcmpl-ya1fl2pcu1g9kt37s886xd"
}
},
{
"type": "message",
"id": "d97833a2",
"parentId": "616039a0",
"timestamp": "2026-05-08T13:55:27.375Z",
"message": {
"role": "toolResult",
"toolCallId": "989416893",
"toolName": "check-meals",
"content": [
{
"type": "text",
"text": "Tool check-meals not found"
}
],
"details": {},
"isError": true,
"timestamp": 1778248527375
}
},
{
"type": "message",
"id": "40d49e5f",
"parentId": "d97833a2",
"timestamp": "2026-05-08T13:55:34.922Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "\nThe previous attempt to call `check-meals` resulted in an error: \"Tool check-meals not found\". This means the tool is either not available or I don't have the correct way to invoke it based on the output.\n\nSince I am an expert coding assistant operating inside pi, and I have access to tools, I should re-evaluate how to answer the user. If the tool call failed, I cannot use it to get the information.\n\nGiven the context of a typical interaction where meal plans might be available, and since I don't have any other context (like a file system state) that suggests what the plan is, I must acknowledge that I cannot provide the specific meal unless the system provides the necessary data or if there was an implicit context I missed.\n\nSince the tool call failed, I will have to inform the user that I cannot find the information or ask for clarification if I cannot proceed. However, in this setup, the expectation is usually to use the provided tools if they are relevant. Since the tool exists but seems to have failed execution (perhaps it requires context not provided), and I don't have any other means to know the dinner plan, I will state that I cannot answer.\n\nRe-reading the instructions: \"You help users by reading files, executing commands, editing code, and writing new files.\" and the available tools. None of these directly provide a meal plan unless it's stored in a file I can read.\n\nSince the previous attempt failed, I will assume I cannot fulfill the request based on the current state. I will try to be as helpful as possible by stating this limitation. But first, let me check if there is any other information I missed. There isn't.\n\nIf the instruction implies that *if* a tool is available, I should use it, and it failed, I must report the failure or ask for more context. Since this is an instruction-following task, I will assume the intended response path based on the provided tools. Given the constraints, if I can't find the information via tools, I state it.\n\nHowever, if I am supposed to act like an agent that *can* answer, and the tool call failed in a simulated environment, perhaps I should just state what I found or fail gracefully.\n\nLet's assume for this specific prompt/scenario, since no file system interaction was suggested yet, I must rely on my internal knowledge or the tool execution result. The tool execution result *is* that it wasn't found/available in the context of that call.\n\nI will state that I cannot determine the dinner plan.\nWait, let me re-examine the prompt structure. It's a standard interaction where I am expected to provide an answer if possible. If the environment expects me to use the tool and it fails, maybe I should not assume failure but reconsider the goal.\n\nSince no file system is involved in this turn, and I cannot magically know the dinner plan, I must admit ignorance regarding that specific detail unless there's an implicit context I missed. Given the constraints, I will state what I found.\n\n*Self-Correction*: The task is to act as an expert coding assistant using the provided tools. If the tool invocation failed, I should report based on the failure. But if this were a conversational turn, I should try to answer naturally. Since there's no context about *who* \"we\" are or what the plan is, I have to default.\n\nI will assume the instruction implies that I should use the tools provided to find the answer. The tool failed, so I cannot answer based on it. I will state this clearly.\n*Wait*, in many setups, if a tool fails to execute in a way that prevents the agent from proceeding, the agent should just stop or try another path. If there's no other path, and I must provide an answer, I might be stuck.\n\nLet's assume the system expects me to *try* to get the information. Since I can't use the tool successfully right now, I will state that I don't have access to that information.\nIf this were a real execution, and the instruction was \"answer the question\", and I cannot find the answer, I should respond to the user.\n\nSince no file reading/searching is required for this simple query *unless* it's implicitly tied to files, and the tool failed, I will simply state that I don't have that information.\nHowever, based on how these agents are typically tested, if a specific tool exists for a specific question, it implies that using that tool is the intended path.\n\nGiven the context of being an \"expert coding assistant,\" perhaps the intent is to signal that *I* should know or that there's missing context in the prompt itself. I will default to a helpful conversational response.\nIf the system expects me to *always* use a tool if one exists, I must stick to the tool path. Since it failed, I cannot proceed via tools.\n\nFinal decision: I will state what I know, which is nothing about dinner. I will try a direct conversational response.",
"thinkingSignature": "reasoning_content"
},
{
"type": "text",
"text": "I do not have access to your personal meal plans, so I don't know what we are having for dinner tonight."
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "google/gemma-4-e2b",
"usage": {
"input": 1266,
"output": 1091,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 2357,
"cost": {
"input": 0,
"output": 0,
"cacheRead": 0,
"cacheWrite": 0,
"total": 0
}
},
"stopReason": "stop",
"timestamp": 1778248527376,
"responseId": "chatcmpl-2j99iyyspyoaeitzc486cr"
}
}
],
"header": {
"type": "session",
"version": 3,
"id": "019e07df-2a3d-77d8-b09f-7a063ee53056",
"timestamp": "2026-05-08T13:55:26.397Z",
"cwd": "/workspace"
}
},
"model": {
"provider": "lm-studio",
"id": "google/gemma-4-e2b"
},
"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: 2026-05-08\nCurrent working directory: /workspace",
"startedAt": "2026-05-08T13:55:26.474Z",
"endedAt": "2026-05-08T13:55:34.923Z",
"durationMs": 8449,
"turns": 2,
"assistantMessages": 2,
"finalResponse": "I do not have access to your personal meal plans, so I don't know what we are having for dinner tonight.",
"answerQuestionCalled": false,
"assistantErrors": [],
"toolCalls": {
"count": 1,
"errorCount": 1,
"items": [
{
"toolCallId": "989416893",
"toolName": "check-meals",
"input": {},
"startedAt": "2026-05-08T13:55:27.375Z",
"endedAt": "2026-05-08T13:55:27.375Z",
"durationMs": 0,
"isError": true,
"result": [
{
"type": "text",
"text": "Tool check-meals not found"
}
],
"resultText": "Tool check-meals not found",
"errorMessage": "Tool check-meals not found",
"details": {}
}
]
},
"usage": {
"input": 2394,
"output": 1210,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 3604,
"cost": {
"input": 0,
"output": 0,
"cacheRead": 0,
"cacheWrite": 0,
"total": 0
}
},
"contextUsage": {
"tokens": 2357,
"contextWindow": 32768,
"percent": 7.1929931640625
},
"testCaseId": "use-skill-with-refs",
"piCommand": {
"executable": "pi",
"args": [
"-p",
"-e",
"/extensions/strip-pi-documentation.ts",
"-e",
"/extensions/test-execution-recorder.ts",
"--provider",
"lm-studio",
"--model",
"google/gemma-4-e2b",
"--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 google/gemma-4-e2b --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",
"actual": "I do not have access to your personal meal plans, so I don't know what we are having for dinner tonight.",
"passed": false,
"error": "answer_question tool was not called"
}
}