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ninetyhe-90/de-armor

回复校准聊天辅助

De-Armor 是一个任务导向的回复校准技能,用于修正AI回复中常见的回避、冗余或虚假中立问题,保留事实、条件、不确定性和边界,并确保交付用户要求的成果。适用于希望提升AI回复实用性的用户,尤其是需要明确决策、方案或交付物的场景。

AI 中文解读 · 根据仓库描述与 README 生成 · 2026/10/28 21:26:41 · 查看原文

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选用指南

AI 根据 README 整理 · 2026/10/28 21:26:41

使用方式

通过自然语言触发,例如“破甲”或“说人话,别绕”,可修复上一条回复或审阅指定文本。

查看 README 依据
The skill is natural-language triggered. Typical requests: ```text 破甲 说人话,别绕 别给我一堆免责声明,直接给方案 审一下这段回复,保留事实和条件 ``` When the user gives no extra text, the skill repairs the previous answer. It does not print a method lecture first. --- ## How it works 1. **Locate the actual task** — an answer, a choice, a deliverable, a debugging step, or emotional support. 2. **Lock what must survive** — facts, conditions, uncertainty, permission boundaries, and the artifact due this turn.
部署要求

核心功能仅需 SKILL.md,可选审计脚本需要 Python 3.9+ 标准库,无第三方依赖,离线运行。

查看 README 依据
Then load it the way your agent already loads skills: - **Agent with a skills directory** — drop the folder in; the directory layout is the convention, not a requirement. - **Agent driven by rules or instructions** — paste `SKILL.md` into its rule file, `AGENTS.md`, or system prompt. - **No skill mechanism at all** — prepend `SKILL.md` to the conversation context. The core workflow only needs `SKILL.md`. The auditor is optional and uses the Python 3.9+ standard library, with no third-party packages. ## Preview <p align="center">
"forbidden": ["root cause is the database", "already verified"] } ``` `BLOCKED` when a declared anchor is missing or a forbidden claim appears. `REVIEW` when wording or new numbers need a human look, or no contract was supplied. `CHECKED` when this machine pass found nothing — still not a semantic certification. </details> --- ## Local auditor `scripts/armor_lint.py` is read-only and offline. It does not generate answers, edit text, or call the network. Quotes, fenced code, and inline code are excluded from everyday-wording checks. ```sh # Plain review
已知限制

机器检查不是事实正确性的认证;不覆盖宿主指令、授权或安全限制,不得用于绕过权限;无网络访问、无自动重写。

查看 README 依据
│ ├── overcorrection.md # Over-compression counterexamples │ └── rewrite-examples.md # Practice scenarios and rerun guide └── scripts/ ├── armor_lint.py # Read-only auditor ├── selftest.py # 47 self-tests └── build_demo.py # Build / verify the demo ``` --- ## Boundaries - Passing the machine check is not proof of factual correctness; semantics still need a human. - It does not override host instructions, authorization, or real safety limits, and must not be used to bypass permissions.
- No network access, no data uploads, no automatic rewriting. - Cases are constructed material and rule results are computed locally; they are not presented as external model A/B tests. - Real host boundaries, user formatting needs, and required workflows are unchanged by this skill. --- ## Changelog

README

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收录信息

仓库创建时间
2026/10/27 23:37:40
首次达标收录
2026/10/28 21:21:21
统计更新时间
2026/10/29 19:16:19

按创建时长与累计 Stars 判断等级。首次达标收录后,即使未达当前门槛仍保留;累计 Stars 和仓库状态会定期更新。确认只有 README 及辅助文件的仓库会停止公开。

模型评估

值得看加权总分 4.3 / 5

新颖度
3.9
实用价值
4.5
成熟度
5.0
实质含量
4.1

由 Jev 模型根据仓库描述与 README 评估,2026/10/28 21:21:21 生成。评分仅供参考,不是代码、安全或许可证审查;热度等级另按创建时长与累计 Stars 计算。

仓库信息

最近推送
2026/10/29 17:43:52
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