yetone
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kill-ai-slop
Kill AI Slop is a multilingual field guide and agent skill that catalogues 33 common AI-generated design tells with interactive before-after demos, and provides a tool to scan and fix web projects.
AI 仓库情报摘要
FR-AI / ANALYSIS为什么值得关注
它将通用聊天机器人提示词设计变成有明确边界、输出契约和自测流程的垂直业务提示词工程，提升了 Agent 的实际落地可用性。
适合谁使用
- 构建领域专用 Agent 的开发者
- 提示词和系统工程师
- 使用 npx skills 或 monorepo 技能流程的团队
- 交付客服、销售或内部运营 Agent 的产品和运营人员
典型使用场景
- 为客服 Agent 生成包含拒绝规则和工具边界的系统提示词
- 按 domain、tools、strictness 等选项配置销售或内部运营 Agent
- 在回归测试前添加输出契约和自测用例
- 通过 lang 选项生成中英双语或本地化提示词
项目优势
- 交付物具体：系统提示词、拒答表、工具边界卡、输出契约和 10 个自测用例
- 支持 domain、tools、strictness、length、lang 等配置项
- 明确避免泛泛的“helpful assistant”式提示词
- 可通过 npx skills add 或本地 monorepo 快速安装
使用前须知
- README 未提供基准测试或更多生产示例
- 按说明使用需要 skills CLI 或 monorepo 环境
- 范围是提示词生成，不替代运行时行为或法律建议
README 快速开始
Agent System Prompt
Vertical business system prompt: role, tool boundaries, refusals, output contract, plus 10 self-tests.
中文简介： 垂直业务 System Prompt（角色/工具边界/拒答/输出契约 + 自测 10 例）。 — 详见 README.zh.md.
What this skill does
- Writes a paste-ready system prompt for one vertical agent
- Adds refusal table, tool boundary card, and output contract
- Includes 10 self-test cases with pass/fail signals
- Avoids generic “helpful assistant” mush
Install
npx skills add / --skill agent-system-prompt
Local monorepo: skills/agent-system-prompt/.
Options
| Option | Values | Default |
|---|---|---|
lang | en · zh · bilingual | en |
domain | support · sales · internal-ops · devtools · custom | custom |
tools | none · read · read-write | read |
strictness | friendly · neutral · strict | neutral |
length | compact · standard · full | standard |
When to use
| Use | Don't |
|---|---|
| Ship a domain agent with policies | Generic chatbot with no vertical |
| Need refusals + tool limits written down | Support-only macro pack alone |
| Self-test before regression pack | Legal advice substitute |
Deliverable
System prompt + refusal table + output contract + tool card + 10 tests.
See SKILL.md.
Example
../../output/samples/agent-system-prompt-example-01.md
License
MIT — see LICENSE.
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