From a3b9dcf6d7826e2b2210524e42822ecd297945cf Mon Sep 17 00:00:00 2001 From: nathan Date: Tue, 19 May 2026 15:49:33 -0700 Subject: [PATCH] Update handoff for learning exploit guardrails --- dev/HANDOFF.md | 38 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 38 insertions(+) diff --git a/dev/HANDOFF.md b/dev/HANDOFF.md index bfd8d8d2..21935b5c 100644 --- a/dev/HANDOFF.md +++ b/dev/HANDOFF.md @@ -8726,3 +8726,41 @@ Roadmap state: - Current version section: `0.1.R Knowledge And Skill Foundation` - Items remaining in `0.1.R`: `3` - Immediate next roadmap item: `Add design notes for avoiding exploit farming and rote memorization`. + +## Agrarian 0.1.R Learning Exploit Guardrails - 2026-05-19 + +Current repo: + +- `/home/nathan/AgrarianGameBuild` +- Latest pushed game commit: `66c6052 Add learning exploit guardrails` + +Completed roadmap item: + +- `Add design notes for avoiding exploit farming and rote memorization` + - Added exploit-farming and rote-memorization guardrails to + `Docs/KnowledgeAndSkillFoundation.md`. + - Covered diminishing returns, meaningful action context, prompt/question + exposure tracking, corrective recovery credit, learned-concept separation, + and varied wording. + - Defined the rule that rewards should come from meaningful decisions, + varied practice, and useful recovery rather than low-cost repetition. + +Verification: + +- `python3 Scripts/verify_learning_exploit_guardrails.py` passed. +- `python3 -m py_compile Scripts/verify_learning_exploit_guardrails.py` passed. +- `git diff --check` passed. + +Deployment classification: + +- `Design/documentation and verifier only`. + +Automation: + +- Email summary sent to `nathan@pacificao.com`. + +Roadmap state: + +- Current version section: `0.1.R Knowledge And Skill Foundation` +- Items remaining in `0.1.R`: `2` +- Immediate next roadmap item: `Add persistence requirements for knowledge, skill experience, learned concepts, failed attempts, and tutorial state`.