Add advisors module: custom logging, PII redaction and token-budget advisors

Tests pin down chain ordering (including ties), BaseAdvisor stream behaviour, redaction order versus memory and logging, the tool loop, and how a refusal surfaces on calls, streams and over HTTP.

Co-Authored-By: Claude Sonnet 5 <[email protected]>
Claude-Session: https://claude.ai/code/session_01Ja4jkzrbQ4LQZBNrb5mkZE
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Claude
2026-09-24 16:21:19 +00:00
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# Token budget and the tool loop
the model reports 100+10 tokens for round 1 (asks for the tool) and 130+20 for round 2 (answers)
so the provider would bill 260 tokens for this one question
budget advisor at +250 (outside the tool loop): recorded 260
budget advisor at +400 (inside the tool loop): recorded 260