LingTai kernel v0.15.1
Highlights
- New
claude-codeLLM provider: drive a Claude subscription via theclaudeCLI (#525, originally #299). - MCP manual sidecar contract + bundled manuals for curated MCPs (#528/#529/#530), Telegram media guidance (#526).
- Kernel state-write safety: shared
_fsutilfilesystem/JSON/JSONL helpers (#510/#522) and session-recovery / ToolExecutor helper consolidation inturn.py(#511/#523). - Spill + refresh visibility: expired-spill artifact messaging (#192/#291) and refresh-permanent-failure visibility (#292); headless runtime liveness proof (#351).
- Clearer Codex pre-molt summarize guidance (#531).
Validation
- Release candidate:
2d2380186ace612770b91d4c93260318618020bf(chore: bump kernel to 0.15.1) on top of834ce8bb274575f97318be1facc764930a460cf0. - Version bump: exactly one
pyproject.tomlversion string changed from0.15.0to0.15.1. - Passed:
compileall, package build, andtwine checkfor the generated sdist/wheel. - Pytest caveat: the full local anaconda run reported three subprocess import failures caused by subprocesses not inheriting
PYTHONPATH=src; targeted reruns withPYTHONPATH=srcpassed, so the gate classified them as local environment artifacts rather than kernel regressions.
Contributors
Thanks to: huangzesen, TZZheng, wchwawa, rawpaper123, LuuOW, zechenzhangAGI.