Agent Systems Handbook（智能体系统手册）
import SupportCTA from "/snippets/support-cta.mdx";
This directory collects Codex-compatible skills that are useful for everyday workflows and personal operations. Each skill should be usable as an installable package with a human-facing README.md, an agent-facing SKILL.md, and only the supporting resources it needs.
Specialization IDs
Specialization IDs use two letters followed by a two-digit sequence number. The first letter identifies the category: G = General, P = Professional. The second identifies the format: W = Workshop-type short course, T = Internship with real-project engagement.
| ID | Specialization | Category and format |
|---|---|---|
GW01 | Setup and Examples | General · Workshop-type |
GW02 | Professional AI Agent Course | General · Workshop-type |
PT01 | AI-Native Internship | Professional · Internship (real-project engagement) |
GW02 · Professional AI Agent Course
The Professional AI Agent Course composes twelve focused capabilities for Lessons 2–5. Each package link opens the complete skill codebase. Start with the shared setup and classroom guide; production course persistence is a separately tracked backend dependency.
| Lesson | Skill package | Course capability |
|---|---|---|
| 2 | local-document-organizer | Organize files |
| 2 | personal-knowledge-capture | Understand sources |
| 2 | personal-workflow-automation | Automate tool steps |
| 3 | web-builder | Build a local site |
| 3 | webapp-testing | Test behavior |
| 3 | vercel-deploy | Deploy a preview |
| 4 | business-data-structuring | Structure a dataset |
| 4 | crm-operations | Operate CRM objects |
| 4 | business-data-analysis | Analyze evidence |
| 5 | content-strategy | Plan content |
| 5 | prompthon-social-campaign-manager | Distribute through canonical Social operations |
| 5 | ai-search-visibility | Discover visibility gaps |
PT01 · AI-Native Internship
The PT01 · AI-Native Internship specialization is a separate three-phase pathway: 4–6 private two-hour coaching sessions based on the student's existing skill proficiency, a formal GitHub open-source contribution, and supervised real-project engagement subject to readiness and project matching. Coaching covers flexible content areas rather than a fixed session-by-session syllabus. Its curriculum and deliverables are documented separately from the GW02 skill packages.
Additional Practitioner Skills
| Skill | Package path | What it demonstrates |
|---|---|---|
| Agent Runtime Cache Benchmark | skills/agent-runtime-cache-benchmark/README.md | Local-first comparison of cold and warm agent runs, cache-break detection from structured run artifacts, and report-driven prompt-cache tuning |
| Daily News Watcher | skills/daily-news-watcher/README.md | SQLite-backed persistent news monitoring, RSS/Atom + optional Playwright fetching, URL+hash deduplication, and per-run Markdown reports |
| Garbage Collector | skills/garbage-collector/README.md | Preview-first local cleanup, readable CSV rules, reversible duplicate cleanup, and explicit approval before destructive actions |
| Presentation Template Designer | skills/presentation-template-designer/README.md | Brief-first layout planning, portable template manifests, deterministic validation, editable-backend selection, and explicit privacy boundaries before generation or upload |
| Prompt Cache Agent Harness | skills/prompt-cache-agent-harness/README.md | Claude prompt-cache layer planning, captured usage metadata review, cache-read/write reporting, and optional caller-supplied input-cost estimates |
| Safety Escalation Review | skills/safety-escalation-review/README.md | Local evidence review, redacted escalation memos, and human-owned safety handoff checklists without external reporting |
Skill Package Shape
Each shared skill should keep the package itself small: