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docs: TypeSafe cookbooks applicability review for HAIP - #369

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telivity-otaip wants to merge 1 commit into
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cursor/typesafe-cookbooks-review-9d9b

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@telivity-otaip

@telivity-otaip telivity-otaip commented Sep 24, 2026 •

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Summary

Adds docs/plans/typesafe-cookbooks-review.md — a TypeSafe skill + cookbooks pass over HAIP that maps fragile semantic surfaces to specific cookbooks/patterns, and calls out deterministic agent math to leave alone.

Findings (short)

  • P0: Review keyword topics / star-only sentiment + coverage-based confidence; single autopilot confidence threshold across unlike agents.
  • P1: LlmService prompt-and-parse; grounding regex (keep code-first); Remy JSON tool routing / Cloud regex intent (sister repos).
  • P2: Guest/OTA/CSV entity matching; property-dedup spec-only.
  • Defer: Demand/pricing/overbooking/AR numeric engines.

What this PR is not

No TypeSafe SDK integration and no agent hardenings. Implementation of gates/review NLP can follow separately.

Validation

Cited HAIP paths and symbol checks (TOPIC_KEYWORDS, autopilotConfidenceThreshold, parse, significantNumbers) verified against the tree. Artifacts: /opt/cursor/artifacts/typesafe-cookbooks-review.md, /opt/cursor/artifacts/typesafe-cookbooks-review-validation.log.

Open in Web Open in Cursor 

Record which TypeSafe cookbooks and patterns apply to HAIP review NLP,
autopilot confidence gates, LLM explain/parse/grounding, Remy/Cloud
routing, and entity matching — and which deterministic agent math to leave alone.
@cursor
cursor Bot deleted the cursor/typesafe-cookbooks-review-9d9b branch September 24, 2026 06:28
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