First public release of the AI4Science CLI.
Install:
pipx install pwm-ai4science # command: ai4science
Highlights:
- Four-layer PWM artifacts (Principle / Spec / Benchmark / Solution) with
Pydantic schemas, templates, and a CASSI worked example. - Deterministic CASSI Physics Judge (S1-S4 + silent-failure detector) with
its own independent forward operator — no LLM in the verdict path. - Claude-Code-class chat agent: tool use + diff preview, streaming + inline
tool visibility, plan mode, @mentions, image input, custom slash commands,
project memory (AI4SCIENCE.md), --continue, sub-agents, and an in-process
PWM MCP server. - Wallet-bound GPU compute providers: dispatch → sub-GPU poller → judge-
verified credits (Phase 0). - 230 tests; multi-OS docs (INSTALL, Windows sub-GPU, RELEASING).