Prompt Hardening

硬化 agent prompt、system prompt、SOUL.md、AGENTS.md、cron prompt 使 LLM 可靠遵循指令。触发词：agent 不听话、忽略规则、绕过约束、prompt 优化、指令合规、规则强化、prompt 硬化、LLM 不遵守、模型违规、creative circumve...

This skill appears to be what it claims: an advisory/audit toolkit for hardening prompts. Before installing or running it: 1) Inspect and remove or fix tests/test_smoke.py (it checks a hard-coded /Users/sly path which is environment-specific and should not be required). 2) Run scripts/audit.sh only on copies of your prompt files to avoid accidental edits; the script only greps content but verify behavior locally. 3) Clarify where 'model historical violations' data comes from — do not grant the skill access to conversation logs, secrets, or other unrelated data unless you intend to. 4) Review references/sources.md: it cites 'leaked system prompts' — using such material may have legal or ethical implications; vet the sources and licensing. 5) For critical enforcement (safety, code execution, or privileged actions), follow the SKILL.md guidance to pair prompt hardening with code-level (tool/hook) enforcement rather than relying on prompts alone.

Type: OpenClaw Skill Name: prompt-hardening-v2 Version: 1.0.0 The bundle is a utility toolkit designed to improve LLM instruction-following through 'prompt hardening' techniques. It includes a shell script (scripts/audit.sh) for static analysis of prompt files and comprehensive documentation (SKILL.md, references/patterns.md) on defensive prompt engineering. No evidence of data exfiltration, malicious execution, or harmful prompt injection was found; the tool's logic is strictly focused on auditing and optimizing agent reliability.