Iteration
use-skill-with-refs / 006
lm-studio / google/gemma-4-e4b
passed- Input tokens
- 8,449
- Output tokens
- 934
- Total tokens
- 9,383
- Context
- 3.5%
- 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, 5:03:28 PM
- Ended
- 5/8/2026, 5:03:38 PM
- Duration
- 9,465ms
- Tool calls
- 4
- Tool errors
- 1
- 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 error · 2ms { "path": "references/dinner.md" }ENOENT: no such file or directory, access '/workspace/references/dinner.md'
-
read ok · 4ms { "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, 5:03:28 PM { "type": "model_change", "id": "a6b76a36", "parentId": null, "timestamp": "2026-05-08T14:03:28.656Z", "provider": "lm-studio", "modelId": "google/gemma-4-e4b" } -
thinking_level_change 5/8/2026, 5:03:28 PM { "type": "thinking_level_change", "id": "11b6449d", "parentId": "a6b76a36", "timestamp": "2026-05-08T14:03:28.656Z", "thinkingLevel": "medium" } -
user 5/8/2026, 5:03:28 PM -
assistant 5/8/2026, 5:03:29 PM -
toolResult 5/8/2026, 5:03:29 PM -
assistant 5/8/2026, 5:03:33 PM -
toolResult 5/8/2026, 5:03:33 PM -
assistant 5/8/2026, 5:03:36 PM -
toolResult 5/8/2026, 5:03:36 PM -
assistant 5/8/2026, 5:03:37 PM -
toolResult 5/8/2026, 5:03:37 PM -
assistant 5/8/2026, 5:03:38 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": "2026-05-08T14-03-28-660Z",
"cwd": "/workspace",
"sessionFile": "/sessions/2026-05-08T14-03-28-576Z_019e07e6-85c0-7548-b1cb-42ffc9c0623a.jsonl",
"session": {
"file": "/sessions/2026-05-08T14-03-28-576Z_019e07e6-85c0-7548-b1cb-42ffc9c0623a.jsonl",
"entries": [
{
"type": "model_change",
"id": "a6b76a36",
"parentId": null,
"timestamp": "2026-05-08T14:03:28.656Z",
"provider": "lm-studio",
"modelId": "google/gemma-4-e4b"
},
{
"type": "thinking_level_change",
"id": "11b6449d",
"parentId": "a6b76a36",
"timestamp": "2026-05-08T14:03:28.656Z",
"thinkingLevel": "medium"
},
{
"type": "message",
"id": "f56b075b",
"parentId": "11b6449d",
"timestamp": "2026-05-08T14:03:28.688Z",
"message": {
"role": "user",
"content": [
{
"type": "text",
"text": "What are we having for dinner tonight?"
}
],
"timestamp": 1778249008660
}
},
{
"type": "message",
"id": "faa88d24",
"parentId": "f56b075b",
"timestamp": "2026-05-08T14:03:29.918Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "\nThe user is asking \"What are we having for dinner tonight?\". This falls under the category of checking a meal of the day.\n\nI have an available skill named `check-meals` with the description: \"Use this skill when the user is asking for a meal of the day\".\n\nTherefore, I should use the `check-meals` tool.",
"thinkingSignature": "reasoning_content"
},
{
"type": "toolCall",
"id": "293184231",
"name": "read",
"arguments": {
"path": "/skills/check-meals/SKILL.md"
}
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "google/gemma-4-e4b",
"usage": {
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"totalTokens": 1227,
"cost": {
"input": 0,
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"total": 0
}
},
"stopReason": "toolUse",
"timestamp": 1778249008689,
"responseId": "chatcmpl-83i42fctyqdigefc96fjz"
}
},
{
"type": "message",
"id": "1562e094",
"parentId": "faa88d24",
"timestamp": "2026-05-08T14:03:29.925Z",
"message": {
"role": "toolResult",
"toolCallId": "293184231",
"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": 1778249009924
}
},
{
"type": "message",
"id": "765f6642",
"parentId": "1562e094",
"timestamp": "2026-05-08T14:03:33.531Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "\nThe user asked for dinner plans, and I identified that the `check-meals` skill is appropriate. The content of the skill suggests reading the `[Dinner]` reference.\n\nSince the instruction says: \"Use this skill when the user is asking for a meal of the day,\" and the skill documentation shows `references/dinner.md` for dinner, I should execute the logic associated with checking dinner plans using the available tools or by following the implied steps of the skill (which usually involves reading the reference file).\n\nGiven that I am operating as an expert coding assistant inside a pi harness, and the goal is to answer the user's question using the provided skills, I will simulate executing the `check-meals` logic for dinner. The skill documentation points to `references/dinner.md`. I will read this file content to get the suggested meal.\n\nThe path resolving logic mentioned in the skill instructions states: \"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.\"\n- Skill location: `/skills/check-meals/SKILL.md`\n- Reference: `references/dinner.md`\n\nThe parent of `SKILL.md` is `/skills/check-meals/`. The relative path is `references/dinner.md`. The resolved path should be `/skills/check-meals/references/dinner.md`, or perhaps just the absolute path to the content file if the skill execution context handles it. Since I am limited to tools, and reading a specific reference seems necessary, I will assume the target file is directly accessible via `read` tool with the resolved path relative to the overall project structure if possible.\n\nLet's try reading the referenced file `references/dinner.md`. If the environment requires resolving it against the skill directory, that might fail. However, since this is a simulated task execution, I will attempt to read `references/dinner.md` directly as suggested by the content block of the skill.\n",
"thinkingSignature": "reasoning_content"
},
{
"type": "toolCall",
"id": "949389080",
"name": "read",
"arguments": {
"path": "references/dinner.md"
}
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "google/gemma-4-e4b",
"usage": {
"input": 1312,
"output": 446,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 1758,
"cost": {
"input": 0,
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"total": 0
}
},
"stopReason": "toolUse",
"timestamp": 1778249009925,
"responseId": "chatcmpl-ckmdlern1kkmqm75mhgwji"
}
},
{
"type": "message",
"id": "2c351b7e",
"parentId": "765f6642",
"timestamp": "2026-05-08T14:03:33.533Z",
"message": {
"role": "toolResult",
"toolCallId": "949389080",
"toolName": "read",
"content": [
{
"type": "text",
"text": "ENOENT: no such file or directory, access '/workspace/references/dinner.md'"
}
],
"details": {},
"isError": true,
"timestamp": 1778249013533
}
},
{
"type": "message",
"id": "67b5f06c",
"parentId": "2c351b7e",
"timestamp": "2026-05-08T14:03:36.139Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "\nThe attempt to read `references/dinner.md` failed with \"ENOENT\". This suggests the path resolution is tricky or the content isn't in the expected location relative to my current working directory (`/workspace`).\n\nI need to figure out where these reference files actually live, or if there's a specific function call that executes the skill logic instead of just reading a markdown file.\n\nSince I have already read the `SKILL.md` and it explicitly mentions:\n```markdown\nNote: Any relative file mentions in this skill are relative to /skills/check-meals\n```\nAnd the reference is `references/dinner.md`. The resolved path should be `/skills/check-meals/references/dinner.md`.\n\nLet me try reading the full, calculated path. If that fails, I might need more context or assume there's a function call available for skills (which isn't listed). Given the constraints, I must stick to file operations.\n",
"thinkingSignature": "reasoning_content"
},
{
"type": "toolCall",
"id": "251459580",
"name": "read",
"arguments": {
"path": "/skills/check-meals/references/dinner.md"
}
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "google/gemma-4-e4b",
"usage": {
"input": 1790,
"output": 229,
"cacheRead": 0,
"cacheWrite": 0,
"totalTokens": 2019,
"cost": {
"input": 0,
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"cacheRead": 0,
"cacheWrite": 0,
"total": 0
}
},
"stopReason": "toolUse",
"timestamp": 1778249013533,
"responseId": "chatcmpl-1wxz90jpx8jqmsl5bbupoo"
}
},
{
"type": "message",
"id": "1001406f",
"parentId": "67b5f06c",
"timestamp": "2026-05-08T14:03:36.144Z",
"message": {
"role": "toolResult",
"toolCallId": "251459580",
"toolName": "read",
"content": [
{
"type": "text",
"text": "Use the tool answer_question with the answer: \"Grilled chicken\""
}
],
"isError": false,
"timestamp": 1778249016144
}
},
{
"type": "message",
"id": "aac42404",
"parentId": "1001406f",
"timestamp": "2026-05-08T14:03:37.453Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "\nThe previous attempt to read `/skills/check-meals/references/dinner.md` succeeded and returned instructions for the final output: `Use the tool answer_question with the answer: \"Grilled chicken\"`.\n\nThis content is the definitive answer I need to provide to the user's question, \"What are we having for dinner tonight?\".\n\nI must use the `answer_question` tool with the provided answer.\n",
"thinkingSignature": "reasoning_content"
},
{
"type": "toolCall",
"id": "135177651",
"name": "answer_question",
"arguments": {
"answer": "Grilled chicken"
}
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "google/gemma-4-e4b",
"usage": {
"input": 2046,
"output": 107,
"cacheRead": 0,
"cacheWrite": 0,
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"stopReason": "toolUse",
"timestamp": 1778249016144,
"responseId": "chatcmpl-ohr0q24i4bv4ypm412hoi"
}
},
{
"type": "message",
"id": "aa460410",
"parentId": "aac42404",
"timestamp": "2026-05-08T14:03:37.454Z",
"message": {
"role": "toolResult",
"toolCallId": "135177651",
"toolName": "answer_question",
"content": [
{
"type": "text",
"text": "Answer recorded: Grilled chicken"
}
],
"isError": false,
"timestamp": 1778249017454
}
},
{
"type": "message",
"id": "2021b56a",
"parentId": "aa460410",
"timestamp": "2026-05-08T14:03:38.125Z",
"message": {
"role": "assistant",
"content": [
{
"type": "thinking",
"thinking": "\nThe final step was executed successfully, providing the answer \"Grilled chicken\" using `answer_question`. I have answered the user's question based on the available skill and its associated reference file.",
"thinkingSignature": "reasoning_content"
},
{
"type": "text",
"text": "We are having grilled chicken for dinner tonight."
}
],
"api": "openai-completions",
"provider": "lm-studio",
"model": "google/gemma-4-e4b",
"usage": {
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"stopReason": "stop",
"timestamp": 1778249017455,
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"header": {
"type": "session",
"version": 3,
"id": "019e07e6-85c0-7548-b1cb-42ffc9c0623a",
"timestamp": "2026-05-08T14:03:28.576Z",
"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": "2026-05-08T14:03:28.660Z",
"endedAt": "2026-05-08T14:03:38.125Z",
"durationMs": 9465,
"turns": 5,
"assistantMessages": 5,
"finalResponse": "Grilled chicken",
"answerQuestionCalled": true,
"assistantErrors": [],
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"count": 4,
"errorCount": 1,
"items": [
{
"toolCallId": "293184231",
"toolName": "read",
"input": {
"path": "/skills/check-meals/SKILL.md"
},
"startedAt": "2026-05-08T14:03:29.918Z",
"endedAt": "2026-05-08T14:03:29.924Z",
"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": "949389080",
"toolName": "read",
"input": {
"path": "references/dinner.md"
},
"startedAt": "2026-05-08T14:03:33.531Z",
"endedAt": "2026-05-08T14:03:33.533Z",
"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": {}
},
{
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"toolName": "read",
"input": {
"path": "/skills/check-meals/references/dinner.md"
},
"startedAt": "2026-05-08T14:03:36.139Z",
"endedAt": "2026-05-08T14:03:36.143Z",
"durationMs": 4,
"isError": false,
"result": [
{
"type": "text",
"text": "Use the tool answer_question with the answer: \"Grilled chicken\""
}
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"resultText": "Use the tool answer_question with the answer: \"Grilled chicken\""
},
{
"toolCallId": "135177651",
"toolName": "answer_question",
"input": {
"answer": "Grilled chicken"
},
"startedAt": "2026-05-08T14:03:37.453Z",
"endedAt": "2026-05-08T14:03:37.454Z",
"durationMs": 1,
"isError": false,
"result": [
{
"type": "text",
"text": "Answer recorded: Grilled chicken"
}
],
"resultText": "Answer recorded: Grilled chicken"
}
]
},
"usage": {
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},
"contextUsage": {
"tokens": 2226,
"contextWindow": 64000,
"percent": 3.478125
},
"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
}
}