docs: add related-work and deployment-contexts
Two new docs that the kit was missing. related-work.md positions the kit explicitly against the technical AI-safety landscape that has grown around the same problem: - System prompts and behavioral defaults - Constitutional AI (Bai et al. 2022) - RAG with citation enforcement - RLHF / DPO tuning against sycophancy And against the adjacent classes that get conflated with it: - Diagnostic toolkits (robopsychology) — explain a specific failure - Automated evaluators (Azure AI Foundry RAI evals, Promptfoo, DeepEval, Ragas, Giskard, Inspect AI, OpenAI Evals) — measure failure rates The honest framing: the kit is a behavioral intervention. It prevents at inference time. It does not detect, score, or diagnose. A serious deployment combines tools from all three rows. Includes an honest gaps section: no built-in eval harness, fragile against adversarial users, uneven across languages, doesn't address agentic loops, punts on the brainstorm-vs-discovery distinction. deployment-contexts.md covers five concrete patterns with caveats: personal drop-in, agent runtime skill, CI gate plus evaluator, layered defense for regulated contexts, research and teaching. Includes a decision summary table and stackability notes. README documentation tree and "What it does not do" section now point at the new docs and at robopsychology for per-incident diagnosis. No changes to ROOT_PROMPT.md, SKILL.md, the protocol, the essay, the posts, or the apply_kit.py script. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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JR Cruciani committed
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Parent: eee63ea