Iteration
use-skill-with-refs / 009
lm-studio / google/gemma-4-e4b
passed- Input tokens
- 8,023
- Output tokens
- 823
- Total tokens
- 8,846
- Context
- 3.3%
- Turns
- 5
- Assistant messages
- 5
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
- 5/8/2026, 5:04:06 PM
- Ended
- 5/8/2026, 5:04:16 PM
- Duration
- 9,695ms
- Tool calls
- 4
- Tool errors
- 1
- Answer tool called
- yes
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 · 1ms { "path": "references/dinner.md" }ENOENT: no such file or directory, access '/workspace/references/dinner.md'
-
read ok · 3ms { "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 5/8/2026, 5:04:06 PM { "type": "model_change", "id": "3890b55f", "parentId": null, "timestamp": "2026-05-08T14:04:06.737Z", "provider": "lm-studio", "modelId": "google/gemma-4-e4b" } -
thinking_level_change 5/8/2026, 5:04:06 PM { "type": "thinking_level_change", "id": "3d00636c", "parentId": "3890b55f", "timestamp": "2026-05-08T14:04:06.737Z", "thinkingLevel": "medium" } -
user 5/8/2026, 5:04:06 PM -
assistant 5/8/2026, 5:04:08 PM -
toolResult 5/8/2026, 5:04:08 PM -
assistant 5/8/2026, 5:04:11 PM -
toolResult 5/8/2026, 5:04:11 PM -
assistant 5/8/2026, 5:04:14 PM -
toolResult 5/8/2026, 5:04:14 PM -
assistant 5/8/2026, 5:04:15 PM -
toolResult 5/8/2026, 5:04:15 PM -
assistant 5/8/2026, 5:04:16 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": "2026-05-08T14-04-06-742Z",
"cwd": "/workspace",
"sessionFile": "/sessions/2026-05-08T14-04-06-658Z_019e07e7-1a82-751a-a40b-9d0212a34129.jsonl",
"session": {
"file": "/sessions/2026-05-08T14-04-06-658Z_019e07e7-1a82-751a-a40b-9d0212a34129.jsonl",
"entries": [
{
"type": "model_change",
"id": "3890b55f",
"parentId": null,
"timestamp": "2026-05-08T14:04:06.737Z",
"provider": "lm-studio",
"modelId": "google/gemma-4-e4b"
},
{
"type": "thinking_level_change",
"id": "3d00636c",
"parentId": "3890b55f",
"timestamp": "2026-05-08T14:04:06.737Z",
"thinkingLevel": "medium"
},
{
"type": "message",
"id": "2be0f141",
"parentId": "3d00636c",
"timestamp": "2026-05-08T14:04:06.763Z",
"message": {
"role": "user",
"content": [
{
"type": "text",
"text": "What are we having for dinner tonight?"
}
],
"timestamp": 1778249046742
}
},
{
"type": "message",
"id": "6814c65b",
"parentId": "2be0f141",
"timestamp": "2026-05-08T14:04:08.102Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "\nThe user is asking \"What are we having for dinner tonight?\". This is a request for a meal suggestion or information related to meals.\n\nI have an available skill called `check-meals` with the description: \"Use this skill when the user is asking for a meal of the day\".\n\nSince the user's query directly matches the trigger condition for `check-meals`, I should use that skill.",
"thinkingSignature": "reasoning_content"
},
{
"type": "toolCall",
"id": "248879910",
"name": "read",
"arguments": {
"path": "/skills/check-meals/SKILL.md"
}
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "google/gemma-4-e4b",
"usage": {
"input": 1128,
"output": 110,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 1238,
"cost": {
"input": 0,
"output": 0,
"cacheRead": 0,
"cacheWrite": 0,
"total": 0
}
},
"stopReason": "toolUse",
"timestamp": 1778249046765,
"responseId": "chatcmpl-m69zy7jc01dvp6g9gyfjlm"
}
},
{
"type": "message",
"id": "72a10e6c",
"parentId": "6814c65b",
"timestamp": "2026-05-08T14:04:08.110Z",
"message": {
"role": "toolResult",
"toolCallId": "248879910",
"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": 1778249048110
}
},
{
"type": "message",
"id": "434d1cc9",
"parentId": "72a10e6c",
"timestamp": "2026-05-08T14:04:11.308Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "\nThe `read` tool provided the content of the `check-meals` skill, which confirms its purpose and shows it references a `references/dinner.md` file for dinner information.\n\nNow that I know how to handle \"What are we having for dinner tonight?\", I should simulate using the intended functionality by calling the appropriate action or providing the output that the tool suggests. Since the goal is to answer the user's question, and the skill structure points to `references/dinner.md`, I should read that file to provide an answer.\n\nFirst, I need to understand how the system expects me to \"use\" a skill. Typically, if a skill uses external files, I should call the function or logic associated with that skill. Since no specific execution API is provided for skills other than reading their definition, and the skill's content suggests reading `references/dinner.md`, I will attempt to read this file path relative to the skill directory (which the notes indicate means checking inside `/skills/check-meals`).\n\nLet's list the files first to see if `references` is available or if there's a better way to proceed based on the structure shown in the output. However, assuming the references are meant to be directly readable, I will try reading `references/dinner.md`.\n",
"thinkingSignature": "reasoning_content"
},
{
"type": "toolCall",
"id": "178455144",
"name": "read",
"arguments": {
"path": "references/dinner.md"
}
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "google/gemma-4-e4b",
"usage": {
"input": 1323,
"output": 289,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 1612,
"cost": {
"input": 0,
"output": 0,
"cacheRead": 0,
"cacheWrite": 0,
"total": 0
}
},
"stopReason": "toolUse",
"timestamp": 1778249048110,
"responseId": "chatcmpl-1mriujf8i1zxixu6i42d4"
}
},
{
"type": "message",
"id": "bab8520a",
"parentId": "434d1cc9",
"timestamp": "2026-05-08T14:04:11.309Z",
"message": {
"role": "toolResult",
"toolCallId": "178455144",
"toolName": "read",
"content": [
{
"type": "text",
"text": "ENOENT: no such file or directory, access '/workspace/references/dinner.md'"
}
],
"details": {},
"isError": true,
"timestamp": 1778249051309
}
},
{
"type": "message",
"id": "35d0f4f3",
"parentId": "bab8520a",
"timestamp": "2026-05-08T14:04:14.118Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "\nThe previous attempt to read `references/dinner.md` failed with \"ENOENT\". This means the path is incorrect relative to the current working context of the tool calls.\n\nI need to re-examine the output from reading `/skills/check-meals/SKILL.md`:\n```markdown\n---\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\n\nNote: Any relative file mentions in this skill are relative to /skills/check-meals<|\"|>\n```\nThe note explicitly states that \"Any relative file mentions in this skill are relative to `/skills/check-meals`\".\n\nThis means the full path for `references/dinner.md` should be `/skills/check-meals/references/dinner.md`.\n\nI will try reading the file using the fully qualified, resolved path.\n",
"thinkingSignature": "reasoning_content"
},
{
"type": "toolCall",
"id": "147416783",
"name": "read",
"arguments": {
"path": "/skills/check-meals/references/dinner.md"
}
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "google/gemma-4-e4b",
"usage": {
"input": 1644,
"output": 237,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 1881,
"cost": {
"input": 0,
"output": 0,
"cacheRead": 0,
"cacheWrite": 0,
"total": 0
}
},
"stopReason": "toolUse",
"timestamp": 1778249051309,
"responseId": "chatcmpl-lyq6i8kr5xpw6f46jj20h"
}
},
{
"type": "message",
"id": "9be6ec4f",
"parentId": "35d0f4f3",
"timestamp": "2026-05-08T14:04:14.120Z",
"message": {
"role": "toolResult",
"toolCallId": "147416783",
"toolName": "read",
"content": [
{
"type": "text",
"text": "Use the tool answer_question with the answer: \"Grilled chicken\""
}
],
"isError": false,
"timestamp": 1778249054120
}
},
{
"type": "message",
"id": "60f7b109",
"parentId": "9be6ec4f",
"timestamp": "2026-05-08T14:04:15.263Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "\nThe reading of `/skills/check-meals/references/dinner.md` successfully returned a value that contains instructions for answering the user's question: `Use the tool answer_question with the answer: \"Grilled chicken\"`\n\nThis is exactly what I needed. My final action must be to call `answer_question` with the extracted answer.\n",
"thinkingSignature": "reasoning_content"
},
{
"type": "toolCall",
"id": "607722101",
"name": "answer_question",
"arguments": {
"answer": "Grilled chicken"
}
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "google/gemma-4-e4b",
"usage": {
"input": 1908,
"output": 92,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 2000,
"cost": {
"input": 0,
"output": 0,
"cacheRead": 0,
"cacheWrite": 0,
"total": 0
}
},
"stopReason": "toolUse",
"timestamp": 1778249054120,
"responseId": "chatcmpl-h21whp80vxp2yi7rbef4jl"
}
},
{
"type": "message",
"id": "cf3733aa",
"parentId": "60f7b109",
"timestamp": "2026-05-08T14:04:15.264Z",
"message": {
"role": "toolResult",
"toolCallId": "607722101",
"toolName": "answer_question",
"content": [
{
"type": "text",
"text": "Answer recorded: Grilled chicken"
}
],
"isError": false,
"timestamp": 1778249055264
}
},
{
"type": "message",
"id": "0cfecd5e",
"parentId": "cf3733aa",
"timestamp": "2026-05-08T14:04:16.437Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "\nThe previous step successfully called `answer_question` and received confirmation that the answer was recorded as \"Grilled chicken\". This directly answers the user's query, \"What are we having for dinner tonight?\". I have completed the task.",
"thinkingSignature": "reasoning_content"
},
{
"type": "text",
"text": "The plan is complete, and I have provided the meal suggestion by utilizing the available skill structure. The final action was to submit the determined answer.\nI recommend that you eat **Grilled chicken** for dinner tonight!"
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "google/gemma-4-e4b",
"usage": {
"input": 2020,
"output": 95,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 2115,
"cost": {
"input": 0,
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"cacheRead": 0,
"cacheWrite": 0,
"total": 0
}
},
"stopReason": "stop",
"timestamp": 1778249055264,
"responseId": "chatcmpl-81ilxx5gos7m9tnowl9y9h"
}
}
],
"header": {
"type": "session",
"version": 3,
"id": "019e07e7-1a82-751a-a40b-9d0212a34129",
"timestamp": "2026-05-08T14:04:06.658Z",
"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": "2026-05-08T14:04:06.742Z",
"endedAt": "2026-05-08T14:04:16.437Z",
"durationMs": 9695,
"turns": 5,
"assistantMessages": 5,
"finalResponse": "Grilled chicken",
"answerQuestionCalled": true,
"assistantErrors": [],
"toolCalls": {
"count": 4,
"errorCount": 1,
"items": [
{
"toolCallId": "248879910",
"toolName": "read",
"input": {
"path": "/skills/check-meals/SKILL.md"
},
"startedAt": "2026-05-08T14:04:08.102Z",
"endedAt": "2026-05-08T14:04:08.110Z",
"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": "178455144",
"toolName": "read",
"input": {
"path": "references/dinner.md"
},
"startedAt": "2026-05-08T14:04:11.308Z",
"endedAt": "2026-05-08T14:04:11.309Z",
"durationMs": 1,
"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": "147416783",
"toolName": "read",
"input": {
"path": "/skills/check-meals/references/dinner.md"
},
"startedAt": "2026-05-08T14:04:14.117Z",
"endedAt": "2026-05-08T14:04:14.120Z",
"durationMs": 3,
"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": "607722101",
"toolName": "answer_question",
"input": {
"answer": "Grilled chicken"
},
"startedAt": "2026-05-08T14:04:15.263Z",
"endedAt": "2026-05-08T14:04:15.264Z",
"durationMs": 1,
"isError": false,
"result": [
{
"type": "text",
"text": "Answer recorded: Grilled chicken"
}
],
"resultText": "Answer recorded: Grilled chicken"
}
]
},
"usage": {
"input": 8023,
"output": 823,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 8846,
"cost": {
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"total": 0
}
},
"contextUsage": {
"tokens": 2115,
"contextWindow": 64000,
"percent": 3.3046875000000004
},
"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",
"expectedSource": "harness:testCases.use-skill-with-refs.expectedResult",
"expected": "Grilled chicken",
"actual": "Grilled chicken",
"passed": true
}
}