Feat/v0.6 self verifying#2

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hwfengcs wants to merge 39 commits into

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feat/v0.6-self-verifying

Commits on May 2, 2026

feat(cost): per-call token + USD tracking across all four providers

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ci: PyPI Trusted Publishers pipeline and 0.6.0a1 release

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docs: rewrite README around v0.6 framing and add release notes

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feat(web): Streamlit Web UI MVP and Hugging Face Spaces deploy guide

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docs(blog): first v0.6 post on traces, replay, cost, and verifiers

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feat(verifier): self-verifying revise loop driven by a 5th agent

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feat(researcher): reflexive query rewrite on weak first-pass results

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feat: add mid-flight plan refinement
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feat: harden plan refinement replay and timeline
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Commits on May 3, 2026

Commits on May 8, 2026

Commits on May 11, 2026