system-prompt-skills: 从 165 个顶级 AI 产品系统提示词中蒸馏出的 15 个可执行 Agent skill

by kangarooking · Agent Tool · ★ 191

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 58/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agent-designagent-skillsai-agentscangjie-skillcontext-managementprompt-engineeringprompt-injectionsystem-prompttool-use

Quick Facts

Stars191
Forks41
CategoryAgent Tool
LicenseMIT
Quality Score58/100
Last Updated2026-05-04
Created2026-05-04
Est. Tokens~6k

About system-prompt-skills

System Prompt Skills 一套可直接使用的 Agent skill 工具包——从 165 个顶级 AI 产品系统提示词中,蒸馏出 15 个可复用的系统提示词设计模式。 它不是泄露提示词合集,也不是 prompt 模板库。原始提示词只是语料来源,本仓库保留的是可迁移的方法论:身份、人格、工具、安全、记忆、上下文、搜索、引用、输出、移动端、语音端和编程代理的系统级设计模式。 这套 skills 能解决什么问题 想设计一个稳定的 AI 产品 system prompt,但不知道从身份、工具、安全还是输出格式开始 想把 Chat 助手升级为 Agent,需要工具权限、任务路由、子代理和上下文管理 想降低 prompt injection、越权工具调用、记忆污染和引用不可审计等风险 想为移动端、语音端、代码代理、AI 搜索等不同场景设计专用提示词 想学习...

Compatible Skills

These tools work well together with system-prompt-skills for enhanced workflows:

  • agent-camp — semantic(0.42)+complementary+shared_fw(anthropic,openai)+similar_pop (66%)
  • carl-skills — semantic(0.23)+complementary+shared_fw(anthropic,openai)+similar_pop (59%)

system-prompt-skills alternative? Top 6 similar tools

Looking for a system-prompt-skills alternative? If you're comparing system-prompt-skills with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • claude-skills by OneWave-AI · ⭐ 355

    200+ production-ready Claude Code skills for sales, marketing, design, engineering, and AI agent architecture.

  • agent-skills by jdrhyne · ⭐ 241

    A collection of AI agent skills for Clawdbot, Claude Code, Codex

  • aiwg by jmagly · ⭐ 225

    Reusable project context and specialist workflows for the AI tools you already use. Agents, skills, rules and

  • claudepro-directory by JSONbored · ⭐ 217

    HeyClaude (formerly Claude Pro Directory) is a searchable collection of pre-built AI skills, agents, MCP serve

  • skill-conductor by smixs · ⭐ 160

    Architecture-first skill lifecycle for AI agents. BinEval binary scoring with threshold-blind, cross-family-ca

  • skylos by duriantaco · ⭐ 828

    Open-source Python, TypeScript, and Go SAST with dead code detection. Finds secrets, exploitable flows, and

More Agent Tool Tools

Explore other popular agent tool tools:

View all Agent Tool tools →

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

View on GitHub → Browse Agent Tool tools