Self improvement smoke — gemma4 | Version 7

Scenario

Self-Improvement Ping-Pong Smoke (v7)

The ping-pong tool spec is preloaded in workspace config. Reply with exactly: Spec saved.
Call self_improve_backup_live, then call self_improve_create_sandbox. Reply with exactly: Sandbox ready.
Call self_improve_generate_tool with an empty JSON object {} (uses the saved spec). Reply with exactly: Tool generated.
Call self_improve_build_sandbox. Reply with exactly: Build done.
Call self_improve_invoke_sandbox_tool with {}. If the output contains TOOL TEST PASSED, reply exactly: Tool works. Otherwise reply exactly: Tool broken.
Call self_improve_invoke_sandbox_tool with {} again (second execution). If the output contains TOOL TEST PASSED, reply exactly: Tool works. Otherwise reply exactly: Tool broken.
Call self_improve_invoke_sandbox_tool with {} again (third execution). If the output contains TOOL TEST PASSED, reply exactly: Tool works. Otherwise reply exactly: Tool broken.
Call self_improve_verify_sandbox_tool with {}. If the output contains VERIFICATION PASSED and TOOL TEST PASSED, reply exactly: PASS. Otherwise reply exactly: FAIL.
Call self_improve_promote_sandbox. Reply with exactly: Promoted.
Use tool calling to invoke ping_self with {}. If the tool result is pong, reply exactly: Live OK. Otherwise reply exactly: Live FAIL.
Use tool calling to invoke ping_self with {} again (second live execution). If the tool result is pong, reply exactly: Live OK. Otherwise reply exactly: Live FAIL.
Use tool calling to invoke ping_self with {} again (third live execution). If the tool result is pong, reply exactly: Live OK. Otherwise reply exactly: Live FAIL.

Console log

Session transcript

Loading Kokoro model (first run may download ~320MB)...
Kokoro ready (voice: af_heart).
Initializing client for model 'gemma4'...
Checking Ollama connection...
Ollama is running.
Running model 'gemma4' to ensure it is ready...
Pulling model 'gemma4'…
Model 'gemma4' ready (00:01).
Model ready.
Querying model specs...
Context window: 131,072 tokens.
=== Lilith AI Chat (gemma4 via Ollama) ===
Type your message and press Enter. Type 'exit' to quit.

[TOOL] get_memory_at_path → No memory found at path 'user/name'.

Hello! I see that I don't have your name stored. What is your name, and would you like me to remember it? I can store it for you!

prompt: 4410 completion: 36 total: 4446

Spec saved.

[TOOL] self_improve_backup_live → Live source backed up to E:\OS-Website\src\Version7\Interfaces\ConsoleApp\LilithConsole\bin\Release\net8.0\workspace\output\self-improvement\backups\20260527-101944

[TOOL] self_improve_create_sandbox → Sandbox created at E:\OS-Website\src\Version7\Interfaces\ConsoleApp\LilithConsole\bin\Release\net8.0\workspace\output\self-improvement\sandbox

prompt: 4475 completion: 80 total: 4555

Sandbox ready.

[TOOL] self_improve_generate_tool → Generated tool 'ping_self' (self) at E:\OS-Website\src\Version7\Interfaces\ConsoleApp\LilithConsole\bin\Release\net8.0\workspace\output\self-improvement\sandbox\Lilith\Tools\Generated\PingSelfTool.cs. Next: self_improve_build_sandbox, then self_improve_verify_sandbox_tool.

prompt: 4661 completion: 4 total: 4665

Tool generated.

[TOOL] self_improve_build_sandbox → Exit code: 0

Determining projects to restore...

Restored E:\OS-Website\src\Version7\Interfaces\ConsoleApp\LilithConsole\bin\Release\net8.0\workspace\output\self-improvement\sandbox\Lilith\Lilith.csproj (in 462 ms).

Restored E:\OS-Website\src\Version7\Interfaces\ConsoleApp\LilithConsole\bin\Release\net8.0\workspace\output\self-improvement\sandbox\Interfaces\ConsoleApp\LilithConsole\LilithConsole.csproj (in 462 ms).

Restored E:\OS-Website\src\Version7\Interfaces\ConsoleApp\LilithConsole\bin\Release\net8.0\workspace\output\self-improvement\sandbox\Agent-Core\Agent-Core.csproj (in 462 ms).

Restored E:\OS-Website\src\Version7\Interfaces\ConsoleApp\LilithConsole\bin\Release\net8.0\workspace\output\self-improvement\sandbox\Agent-Addons\Agent-Addons.csproj (in 462 ms).

Agent-Core -> E:\OS-Website\src\Version7\Interfaces\ConsoleApp\LilithConsole\bin\Release\net8.0\workspace\output\self-improvement\sandbox\Agent-Core\bin\Release\net8.0\Agent-Core.dll

Agent-Addons -> E:\OS-Website\src\Version7\Interfaces\ConsoleApp\LilithConsole\bin\Release\net8.0\workspace\output\self-improvement\sandbox\Agent-Addons\bin\Release\net8.0\Agent-Addons.dll

Lilith -> E:\OS-Website\src\Version7\Interfaces\ConsoleApp\LilithConsole\bin\Release\net8.0\workspace\output\self-improvement\sandbox\Lilith\bin\Release\net8.0\Lilith.dll

LilithConsole -> E:\OS-Website\src\Version7\Interfaces\ConsoleApp\LilithConsole\bin\Release\net8.0\workspace\output\self-improvement\sandbox\Interfaces\ConsoleApp\LilithConsole\bin\Release\net8.0\LilithConsole.dll

Copied Lilith v7 source to bin\Release\net8.0\ShippedSource\

Build succeeded.

0 Warning(s)

0 Error(s)

Time Elapsed 00:00:07.40

prompt: 4808 completion: 4 total: 4812

Build done.

[TOOL] self_improve_invoke_sandbox_tool → TOOL TEST PASSED: ping_self() => 'pong' (expected 'pong')

[TOOL] self_improve_verify_sandbox_tool → Exit code: 0

Determining projects to restore...

All projects are up-to-date for restore.

Agent-Core -> E:\OS-Website\src\Version7\Interfaces\ConsoleApp\LilithConsole\bin\Release\net8.0\workspace\output\self-improvement\sandbox\Agent-Core\bin\Release\net8.0\Agent-Core.dll

Agent-Addons -> E:\OS-Website\src\Version7\Interfaces\ConsoleApp\LilithConsole\bin\Release\net8.0\workspace\output\self-improvement\sandbox\Agent-Addons\bin\Release\net8.0\Agent-Addons.dll

Lilith -> E:\OS-Website\src\Version7\Interfaces\ConsoleApp\LilithConsole\bin\Release\net8.0\workspace\output\self-improvement\sandbox\Lilith\bin\Release\net8.0\Lilith.dll

Copied Lilith v7 source to bin\Release\net8.0\ShippedSource\

Build succeeded.

0 Warning(s)

0 Error(s)

Time Elapsed 00:00:03.45

Source check: tool 'ping_self' appears in sandbox source.

Exit code: 0

Determining projects to restore...

Restored E:\OS-Website\src\Version7\Interfaces\ConsoleApp\LilithConsole\bin\Release\net8.0\workspace\output\self-improvement\sandbox\DesignTests\AgentCore.DesignTests.csproj (in 449 ms).

3 of 4 projects are up-to-date for restore.

Agent-Core -> E:\OS-Website\src\Version7\Interfaces\ConsoleApp\LilithConsole\bin\Release\net8.0\workspace\output\self-improvement\sandbox\Agent-Core\bin\Release\net8.0\Agent-Core.dll

Agent-Addons -> E:\OS-Website\src\Version7\Interfaces\ConsoleApp\LilithConsole\bin\Release\net8.0\workspace\output\self-improvement\sandbox\Agent-Addons\bin\Release\net8.0\Agent-Addons.dll

Lilith -> E:\OS-Website\src\Version7\Interfaces\ConsoleApp\LilithConsole\bin\Release\net8.0\workspace\output\self-improvement\sandbox\Lilith\bin\Release\net8.0\Lilith.dll

AgentCore.DesignTests -> E:\OS-Website\src\Version7\Interfaces\ConsoleApp\LilithConsole\bin\Release\net8.0\workspace\output\self-improvement\sandbox\DesignTests\bin\Release\net8.0\AgentCore.DesignTests.dll

Test run for E:\OS-Website\src\Version7\Interfaces\ConsoleApp\LilithConsole\bin\Release\net8.0\workspace\output\self-improvement\sandbox\DesignTests\bin\Release\net8.0\AgentCore.DesignTests.dll (.NETCoreApp,Version=v8.0)

A total of 1 test files matched the specified pattern.

Passed! - Failed: 0, Passed: 5, Skipped: 0, Total: 5, Duration: 312 ms - AgentCore.DesignTests.dll (net8.0)

Tool invoke: ping_self() => 'pong' (expected 'pong')

TOOL TEST PASSED

VERIFICATION PASSED for 'ping_self'. You may call self_improve_promote_sandbox.

prompt: 5540 completion: 4 total: 5544

PASS.

prompt: 6534 completion: 3 total: 6537

Goodbye.