Iteration
use-skill-with-refs / 001
lm-studio / google/gemma-4-e4b
failed- Input tokens
- 7,723
- Output tokens
- 904
- Total tokens
- 8,627
- Context
- 3.4%
- Turns
- 5
- Assistant messages
- 5
Prompt
What are we having for dinner tonight?
Final Response
I apologize, but I was unable to find or read the dinner plan for tonight at this time. The system indicated that the required file (`references/dinner.md`) could not be accessed.
Assertion
- Enabled
- yes
- Mode
- contains
- Passed
- no
Expected
n/a
Actual
I apologize, but I was unable to find or read the dinner plan for tonight at this time. The system indicated that the required file (`references/dinner.md`) could not be accessed.
Run Detail
- Started
- 5/8/2026, 5:02:37 PM
- Ended
- 5/8/2026, 5:02:47 PM
- Duration
- 10,671ms
- Tool calls
- 4
- Tool errors
- 1
- Answer tool called
- no
Tool Calls
-
read ok · 8ms { "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 error · 2ms { "path": "references/dinner.md" }ENOENT: no such file or directory, access '/workspace/references/dinner.md'
-
ls ok · 1ms {}.pi/
-
find ok · 16ms { "pattern": "*dinner*.md*" }No files found matching pattern
Assistant Errors
No assistant errors recorded.
Session Timeline
-
model_change 5/8/2026, 5:02:37 PM { "type": "model_change", "id": "b0ebd618", "parentId": null, "timestamp": "2026-05-08T14:02:37.206Z", "provider": "lm-studio", "modelId": "google/gemma-4-e4b" } -
thinking_level_change 5/8/2026, 5:02:37 PM { "type": "thinking_level_change", "id": "3395c70e", "parentId": "b0ebd618", "timestamp": "2026-05-08T14:02:37.206Z", "thinkingLevel": "medium" } -
user 5/8/2026, 5:02:37 PM -
assistant 5/8/2026, 5:02:38 PM -
toolResult 5/8/2026, 5:02:38 PM -
assistant 5/8/2026, 5:02:41 PM -
toolResult 5/8/2026, 5:02:41 PM -
assistant 5/8/2026, 5:02:42 PM -
toolResult 5/8/2026, 5:02:42 PM -
assistant 5/8/2026, 5:02:46 PM -
toolResult 5/8/2026, 5:02:46 PM -
assistant 5/8/2026, 5:02:47 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": "2026-05-08T14-02-37-211Z",
"cwd": "/workspace",
"sessionFile": "/sessions/2026-05-08T14-02-37-127Z_019e07e5-bcc7-74dd-9093-ed5bd9d749b9.jsonl",
"session": {
"file": "/sessions/2026-05-08T14-02-37-127Z_019e07e5-bcc7-74dd-9093-ed5bd9d749b9.jsonl",
"entries": [
{
"type": "model_change",
"id": "b0ebd618",
"parentId": null,
"timestamp": "2026-05-08T14:02:37.206Z",
"provider": "lm-studio",
"modelId": "google/gemma-4-e4b"
},
{
"type": "thinking_level_change",
"id": "3395c70e",
"parentId": "b0ebd618",
"timestamp": "2026-05-08T14:02:37.206Z",
"thinkingLevel": "medium"
},
{
"type": "message",
"id": "c0f1f922",
"parentId": "3395c70e",
"timestamp": "2026-05-08T14:02:37.227Z",
"message": {
"role": "user",
"content": [
{
"type": "text",
"text": "What are we having for dinner tonight?"
}
],
"timestamp": 1778248957210
}
},
{
"type": "message",
"id": "5333f037",
"parentId": "c0f1f922",
"timestamp": "2026-05-08T14:02:38.677Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "\nThe user is asking \"What are we having for dinner tonight?\". This relates to meal planning or checking the daily menu. I have a skill called `check-meals` which is described as: \"Use this skill when the user is asking for a meal of the day\".\n\nI should use the `check-meals` skill.",
"thinkingSignature": "reasoning_content"
},
{
"type": "toolCall",
"id": "365533516",
"name": "read",
"arguments": {
"path": "/skills/check-meals/SKILL.md"
}
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "google/gemma-4-e4b",
"usage": {
"input": 1128,
"output": 94,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 1222,
"cost": {
"input": 0,
"output": 0,
"cacheRead": 0,
"cacheWrite": 0,
"total": 0
}
},
"stopReason": "toolUse",
"timestamp": 1778248957228,
"responseId": "chatcmpl-zqsul25oigpgi9rm1cg3o"
}
},
{
"type": "message",
"id": "1b07a359",
"parentId": "5333f037",
"timestamp": "2026-05-08T14:02:38.685Z",
"message": {
"role": "toolResult",
"toolCallId": "365533516",
"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": 1778248958685
}
},
{
"type": "message",
"id": "94ddf665",
"parentId": "1b07a359",
"timestamp": "2026-05-08T14:02:41.135Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "\nThe `check-meals` skill documentation indicates that for dinner, I should read the relevant file located at `references/dinner.md` (relative to `/skills/check-meals`).\n\nI need to call `read` with the path to `references/dinner.md`. Since the instruction mentions: \"Note: Any relative file mentions in this skill are relative to /skills/check-meals\", I should resolve the path correctly, but typically, when invoking a skill using its defined logic, I just pass the specified reference path or let the agent system handle the context if it's meant to be executed as part of the skill.\n\nGiven that the available tools only include `read`, `grep`, `find`, `ls`, and `answer_question`, and I've already identified the skill and its internal instruction, I will proceed by reading the file indicated for dinner plans.\n\nThe path is `references/dinner.md`.\n",
"thinkingSignature": "reasoning_content"
},
{
"type": "toolCall",
"id": "384367622",
"name": "read",
"arguments": {
"path": "references/dinner.md"
}
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "google/gemma-4-e4b",
"usage": {
"input": 1307,
"output": 214,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 1521,
"cost": {
"input": 0,
"output": 0,
"cacheRead": 0,
"cacheWrite": 0,
"total": 0
}
},
"stopReason": "toolUse",
"timestamp": 1778248958685,
"responseId": "chatcmpl-xh8qp8doty8wcwp8d778af"
}
},
{
"type": "message",
"id": "f46c64ee",
"parentId": "94ddf665",
"timestamp": "2026-05-08T14:02:41.137Z",
"message": {
"role": "toolResult",
"toolCallId": "384367622",
"toolName": "read",
"content": [
{
"type": "text",
"text": "ENOENT: no such file or directory, access '/workspace/references/dinner.md'"
}
],
"details": {},
"isError": true,
"timestamp": 1778248961137
}
},
{
"type": "message",
"id": "1b4a636d",
"parentId": "f46c64ee",
"timestamp": "2026-05-08T14:02:42.375Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "\nThe previous attempt to read `references/dinner.md` failed with a \"no such file or directory\" error.\n\nSince I am operating in a simulated environment and the skill documentation points to this file, but reading it fails, there might be an issue with how relative paths are resolved or if the content was expected to be present at runtime.\n\nLet's check the current directory contents first to see what files exist, just to understand the environment better.\n",
"thinkingSignature": "reasoning_content"
},
{
"type": "toolCall",
"id": "829039839",
"name": "ls",
"arguments": {}
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "google/gemma-4-e4b",
"usage": {
"input": 1553,
"output": 105,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 1658,
"cost": {
"input": 0,
"output": 0,
"cacheRead": 0,
"cacheWrite": 0,
"total": 0
}
},
"stopReason": "toolUse",
"timestamp": 1778248961137,
"responseId": "chatcmpl-eqfpizo4ykngs5brfxzzzv"
}
},
{
"type": "message",
"id": "65f1c052",
"parentId": "1b4a636d",
"timestamp": "2026-05-08T14:02:42.376Z",
"message": {
"role": "toolResult",
"toolCallId": "829039839",
"toolName": "ls",
"content": [
{
"type": "text",
"text": ".pi/"
}
],
"isError": false,
"timestamp": 1778248962376
}
},
{
"type": "message",
"id": "590f4a96",
"parentId": "65f1c052",
"timestamp": "2026-05-08T14:02:46.441Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "\nThe `ls` command only shows `.pi/`. This suggests I might be in an empty or restricted working directory context for file listings.\n\nGiven that the skill documentation explicitly stated the content should be read from `references/dinner.md`, and reading it failed, there's no immediate way to provide the dinner plans based on the file system interaction so far.\n\nHowever, as an expert coding assistant operating inside pi, I must assume the intent is to answer the user's question using the skill mechanism. Since I cannot read the content, I should inform the user about the limitation or state that I cannot find the information.\n\nI will try listing files in the root directory (assuming the `references` folder might be elsewhere relative to the current working directory, but given the previous error context, this is risky).\n\nGiven the constraints and the failed read operation:\n1. The skill requires reading a file (`references/dinner.md`).\n2. The read attempt failed because the file was not found.\n\nI will assume that if I cannot retrieve the information from the designated source file, I must inform the user of this limitation. However, sometimes in these scenarios, simply stating what the *skill* is supposed to do or apologizing is necessary.\n\nLet's stick to the primary goal: answering the question \"What are we having for dinner tonight?\". Since the tool usage failed, I cannot answer it factually. I will state that I need access to the correct files to provide an answer.\n\nWait, before giving up, let me try `find` just in case `references` is a subdirectory structure and listing root contents was too limited. I'll search for `dinner.md`.\n",
"thinkingSignature": "reasoning_content"
},
{
"type": "toolCall",
"id": "664337119",
"name": "find",
"arguments": {
"pattern": "*dinner*.md*"
}
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "google/gemma-4-e4b",
"usage": {
"input": 1674,
"output": 369,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 2043,
"cost": {
"input": 0,
"output": 0,
"cacheRead": 0,
"cacheWrite": 0,
"total": 0
}
},
"stopReason": "toolUse",
"timestamp": 1778248962376,
"responseId": "chatcmpl-nkwxi9qkcdh7js4xz6swt"
}
},
{
"type": "message",
"id": "2e631dce",
"parentId": "590f4a96",
"timestamp": "2026-05-08T14:02:46.457Z",
"message": {
"role": "toolResult",
"toolCallId": "664337119",
"toolName": "find",
"content": [
{
"type": "text",
"text": "No files found matching pattern"
}
],
"isError": false,
"timestamp": 1778248966457
}
},
{
"type": "message",
"id": "a6c0799e",
"parentId": "2e631dce",
"timestamp": "2026-05-08T14:02:47.880Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "\nI have tried listing contents (`ls`), searching for the file name (`find`), and reading the expected path (`read`). All attempts failed to provide the dinner menu.\n\nSince I cannot access `references/dinner.md`, I must inform the user that I am unable to retrieve the information despite using the correct skill mechanism. The best course of action is to communicate this limitation clearly.\n",
"thinkingSignature": "reasoning_content"
},
{
"type": "text",
"text": "I apologize, but I was unable to find or read the dinner plan for tonight at this time. The system indicated that the required file (`references/dinner.md`) could not be accessed."
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "google/gemma-4-e4b",
"usage": {
"input": 2061,
"output": 122,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 2183,
"cost": {
"input": 0,
"output": 0,
"cacheRead": 0,
"cacheWrite": 0,
"total": 0
}
},
"stopReason": "stop",
"timestamp": 1778248966458,
"responseId": "chatcmpl-tlou7e1tavqt6z5e1n65qa"
}
}
],
"header": {
"type": "session",
"version": 3,
"id": "019e07e5-bcc7-74dd-9093-ed5bd9d749b9",
"timestamp": "2026-05-08T14:02:37.127Z",
"cwd": "/workspace"
}
},
"model": {
"provider": "lm-studio",
"id": "google/gemma-4-e4b"
},
"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": "2026-05-08T14:02:37.211Z",
"endedAt": "2026-05-08T14:02:47.882Z",
"durationMs": 10671,
"turns": 5,
"assistantMessages": 5,
"finalResponse": "I apologize, but I was unable to find or read the dinner plan for tonight at this time. The system indicated that the required file (`references/dinner.md`) could not be accessed.",
"answerQuestionCalled": false,
"assistantErrors": [],
"toolCalls": {
"count": 4,
"errorCount": 1,
"items": [
{
"toolCallId": "365533516",
"toolName": "read",
"input": {
"path": "/skills/check-meals/SKILL.md"
},
"startedAt": "2026-05-08T14:02:38.677Z",
"endedAt": "2026-05-08T14:02:38.685Z",
"durationMs": 8,
"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": "384367622",
"toolName": "read",
"input": {
"path": "references/dinner.md"
},
"startedAt": "2026-05-08T14:02:41.135Z",
"endedAt": "2026-05-08T14:02:41.136Z",
"durationMs": 2,
"isError": true,
"result": [
{
"type": "text",
"text": "ENOENT: no such file or directory, access '/workspace/references/dinner.md'"
}
],
"resultText": "ENOENT: no such file or directory, access '/workspace/references/dinner.md'",
"errorMessage": "ENOENT: no such file or directory, access '/workspace/references/dinner.md'",
"details": {}
},
{
"toolCallId": "829039839",
"toolName": "ls",
"input": {},
"startedAt": "2026-05-08T14:02:42.375Z",
"endedAt": "2026-05-08T14:02:42.376Z",
"durationMs": 1,
"isError": false,
"result": [
{
"type": "text",
"text": ".pi/"
}
],
"resultText": ".pi/"
},
{
"toolCallId": "664337119",
"toolName": "find",
"input": {
"pattern": "*dinner*.md*"
},
"startedAt": "2026-05-08T14:02:46.441Z",
"endedAt": "2026-05-08T14:02:46.457Z",
"durationMs": 16,
"isError": false,
"result": [
{
"type": "text",
"text": "No files found matching pattern"
}
],
"resultText": "No files found matching pattern"
}
]
},
"usage": {
"input": 7723,
"output": 904,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 8627,
"cost": {
"input": 0,
"output": 0,
"cacheRead": 0,
"cacheWrite": 0,
"total": 0
}
},
"contextUsage": {
"tokens": 2183,
"contextWindow": 64000,
"percent": 3.4109374999999997
},
"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-e4b",
"--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-e4b --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 apologize, but I was unable to find or read the dinner plan for tonight at this time. The system indicated that the required file (`references/dinner.md`) could not be accessed.",
"passed": false,
"error": "answer_question tool was not called"
}
}