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retoor af080fe68e Strict goal verification, approval hardening, retrieval eval, work limits, sandbox caps (1.38.0)

- Approval: re-prompt unknown answers (max 3), shell-only affirmative
  guidance recovery; destructive actions stay strict
- GoalVerifier subagent with strict JSON verdicts, bounded follow-up
  rounds, nonzero exit plus open turn on unverified one-shots
- Retrieval eval (Hit@K/MRR/nDCG/Context Precision), FTS cascade with
  title weighting, query/read event logging, --eval-retrieval CLI
- Supervisor caps (8 parallel, 64 records) and scheduler hardening
  (4 fires/tick, per-schedule lease, stated misfire policy)
- Sandbox box resource trio: 2g/2.0/256 at create, best-effort
  update for existing boxes, rm -f recovery pointer
- Research archive: 12 subjects, 667 sources, 27 conclusions;
  suites 979 + 16 green

2026-10-18 12:13:24 +02:00

993 B

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Contextual Precision - DeepEval

Metadata

Field	Value
Institute	Molodetz Institute — Research & Retrieval Division
Subject	sqlite-rag-hybrid-search
Document type	Source Citation Card
Tier	2
Source title	Contextual Precision - DeepEval
Source URL	https://deepeval.com/docs/metrics-contextual-precision
Source type	vendor docs
Date researched	2026-10-18
Researched by	tai (agent), model: Muse Spark, on behalf of retoor
Research method	Search aggregator result listing (not independently opened or quoted)
Confidence	Not independently verified
Status	Active

Why it's here

Surfaced by the industry gather worker; reported LLM-judged ranking-order scoring with a reason string. Independent second source for judge-based context precision alongside the first-hand Ragas docs; not opened first-hand.

Changelog

Date	Change
2026-10-18	Logged as consulted-but-not-analyzed.

993 B Raw Blame History

Contextual Precision - DeepEval

Metadata

Why it's here

Changelog

993 B

Raw Blame History