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phase5: learned class-selection policy (SPEC §13) — rank classes by ledger evidence
crates/policy: reads the append-only ledger and ranks playbook classes by the Wilson score lower bound of their machine-verified win rate — the same 'quote the lower bound' discipline the rest of the project uses. A class that won 1/1 does not outrank one that won 8/10 (wider interval); untried classes fall back to the cheapest-first prior; tried-and-failed classes rank last. Advisory only — the gates still decide every verdict. On the current 33-row ledger it ranks class 5 (algorithmic) first, then class 3, then class 1 — the proven winners — with class 7 (untried) above the evidence-against classes. Wins count only machine-sanitizer-verified accepts (conservatively excluding pre-gate accepts and the overturned comrak-010): the policy trusts the ledger's machine record, not narrative. 4 unit tests (Wilson monotonicity, small-sample penalty, ranking order). Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
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@@ -351,6 +351,15 @@ version = "0.3.33"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "19f132c84eca552bf34cab8ec81f1c1dcc229b811638f9d283dceabe58c5569e"
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[[package]]
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name = "policy"
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version = "0.1.0"
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dependencies = [
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"anyhow",
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"clap",
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"ledger",
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]
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[[package]]
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name = "proc-macro2"
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version = "1.0.106"
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