experientiallabs

Set up the full CLaaS stack (vLLM + API + OpenClaw/Telegram) locally. Uses Docker if available, falls back to native setup otherwise.

Deploy the CLaaS Modal serverless distillation API. Use when deploying the SDPO distillation service to production.

Deploy the CLaaS Tinker stack (API + OpenClaw/Telegram) via Docker Compose. No GPU required.

Delete all checkpoints from your Thinking Machine Tinker prod account to reduce storage charges. Requires TINKER_API_KEY.

Address reviewer feedback on GitHub pull requests by making targeted fixes or explaining disagreements. Use when responding to PR comments.

Run the live Experiential build-to-serve path as an unattended automation. Fits the pinned terminal-tasks trace export through the CLI, calibrates the judge non-interactively, fits a router, verifies exact replay, and serves the frozen policy on loopback. Use…

Improve a canonical common-owned judge from reviewed rollout evidence, human labels, and leakage-safe calibration without bypassing the frozen router workflow.

Mandatory pre-merge gate for every PR. Runs /code-review --fix at an effort level scaled to the PR's breadth, resolves every review comment (Cursor, Greptile, humans), and verifies the diff complies with AGENTS.md. Use whenever the user says a PR is ready to…

End-to-end happy-path test of the Experiential local gateway, covering interactive first-run setup via the exp run TUI, the served OpenAI-compatible routes, usage accounting, restart persistence, and integration with an external OpenAI-compatible client such…