🎓 Agent School
Give your AI agent a profession. 给你的AI助手一个职业。
Professions 职业 (19)
Universal Skills
通用技能
41 skills
NEW
Surveillance Analyst
公安视频分析师
1 skill
Software Engineer
软件工程师
12 skills
GDPval ✓
HR
人力资源
12 skills
GDPval ✓
QA / Quality
质量保证
12 skills
GDPval ✓
Security Engineer
安全工程师
12 skills
GDPval ✓
Writer
撰稿人
12 skills
GDPval ✓
Designer
设计师
11 skills
GDPval ✓
Project Manager
项目经理
11 skills
Data Scientist
数据科学家
10 skills
GDPval ✓
DevOps Engineer
运维工程师
10 skills
GDPval ✓
Financial Analyst
财务分析师
10 skills
📊 GDPval Evaluation 评估结果
Equipped (with Agent School skills) vs Baseline (no skills). Higher delta means skills help more. 装技能 vs 不装技能,delta 越大越能证明技能有效。
Methodology: GDPval benchmark (OpenAI, 220 real professional tasks). Agentic A/B — agent completes tasks with/without skills, scored against rubric. Delta = percentage-point lift from baseline. 方法:OpenAI GDPval 220任务。Agent 装/不装技能对比,rubric 客观评分。Delta=装技能提升百分点。
| Profession 职业 | Baseline | Equipped | Δ pp |
|---|---|---|---|
| Finance 财务分析 | 57% | 91% | +34 |
| Writer 撰稿人 | 66% | 98% | +32 |
| Ops 运营 | 65% | 94% | +29 |
| Marketer 市场营销 | 71% | 99% | +28 |
| HR 人力资源 | 38% | 63% | +25 |
| Researcher 研究员 | 74% | 98% | +24 |
| Growth 增长 | 76% | 97% | +21 |
| Engineer 软件工程师 | 63% | 84% | +21 |
| Data Scientist 数据科学家 | 80% | 99% | +19 |
| DevOps 运维工程师 | 78% | 97% | +19 |
| Compliance 合规 | 45% | 63% | +18 |
| QA 质量保证 | 41% | 58% | +17 |
| Legal 法务 | 49% | 64% | +15 |
| Product Manager 产品经理 | 66% | 79% | +13 |
| Designer 设计师 | 89% | 100% | +11 |
| Security 安全工程师 | 51% | 61% | +10 |
How to use 使用方式
Works with Claude Code, OpenClaw, Codex, and any agent that reads SKILL.md files. 适用于所有支持 SKILL.md 的 AI 助手。