메뉴
Public stub — full GitHub daily discovery Skill lives in ion-private-core (CONFIDENTIAL). Use for 全品类开发流程 GitHub 高星发现（AI/MCP/Web3/前端/测试/视频/量化/CI/CD/数据库/K8s 等），每类 Top5 榜、DEX curated 全量存根、vendor 浅克隆。
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
| name | ion-github-daily-discovery |
| description | Public stub — full GitHub daily discovery Skill lives in ion-private-core (CONFIDENTIAL). Use for 全品类开发流程 GitHub 高星发现（AI/MCP/Web3/前端/测试/视频/量化/CI/CD/数据库/K8s 等），每类 Top5 榜、DEX curated 全量存根、vendor 浅克隆。 |
机密内容仅在闭源仓 ion-private-core。禁止把目录、存根正文或 vendor-ion-discovery 策略推送到公开 ion-dex-nuke 远程。
# 1. 克隆私有仓（若尚未）
git clone https://github.com/s2530786-cell/ion-private-core d:\openclaw-tools\ion-private-core
# 2. 链接私有 Skills 到 ion-dex-nuke（junction）
d:\openclaw-tools\ion-private-core\scripts\link-skills-to-ion-dex.ps1
# 3. 在 ion-dex-nuke 根目录执行发现（写入私有仓 .memory-bank）
cd d:\openclaw-tools\ion-dex-nuke
$env:ION_PRIVATE_CORE_ROOT = "d:\openclaw-tools\ion-private-core"
# 完整每日流水线（计划任务同款）
scripts\github-daily.cmd
# 或 node scripts/github-daily-pipeline.mjs
# 分步手动：
node scripts/github-daily-discovery.mjs
node scripts/github-dex-enrich-catalog.mjs
node scripts/github-daily-skill-stubs.mjs
node scripts/github-daily-top.mjs --per-category --limit 5
# Awesome 清单全量解析（无每类 Top5 上限；非 Scraping/Scraping，用 awesome-web-scraping 等）
node scripts/github-daily-awesome-ingest.mjs --merge-catalog
# 或：$env:ION_GITHUB_AWESOME_INGEST="1"; node scripts/github-daily-pipeline.mjs
Cursor 不会自动扫描几百个 github-discovered-* 目录；靠下面 四层 保证可发现、可加载：
| 层 | 机制 | 作用 |
|---|---|---|
| 1 | 每日流水线 | 刷新目录 + 每类 Top5（+DEX 全量）私有存根 + discovered-index.md |
| 2 | Junction | link-skills-to-ion-dex.ps1 → .cursor/skills-private/github-discovered/... |
| 3 | skill-route | node scripts/skill-route.mjs --task "..." 按仓库名/话题匹配存根 |
| 4 | 关键词路由 | 任务含 langchain、github发现 等 → kw-github-daily |
开发前（Agent 铁律）：
node scripts/skill-route.mjs --task "你的任务描述"
# 输出 GITHUB DISCOVERED 段时，Read 对应 .cursor/skills-private/github-discovered/*/SKILL.md
公开索引（无机密）：.cursor/skills/ion-github-daily-discovery/discovered-index.md（流水线每日更新）
加载 私有 路径（二选一）：
d:\openclaw-tools\ion-private-core\.cursor\skills\ion-github-daily-discovery\SKILL.mdion-dex-nuke\.cursor\skills-private\ion-github-daily-discovery\SKILL.md（junction 后）| 资产 | 位置 |
|---|---|
latest.json / latest.md / runs/ | ion-private-core/.memory-bank/github-daily/ |
github-discovered-* Skills | ion-private-core/.cursor/skills/github-discovered/ |
| 克隆区 | d:\vendor-ion-discovery（本地，gitignore） |
| 查询配置副本 | ion-private-core/scripts/github-daily-queries.json |
公开仓仅保留：scripts/github-daily-*.mjs、scripts/ion-private-core-path.mjs、docs/github-daily-discovery.md（操作说明，无目录数据）。
Guides 51bitquant ai-hedge-fund-crypto LangGraph DAG workflow with multi-timeframe technical ensemble and LLM portfolio decisions for cryptocurrency. Use for crypto-specific agent graphs, strategy ensembling, or ION DEX AI trading research modules.
Enforces Chinese as the default language for ION DEX planning, development, testing, audit reports, delivery summaries, and user communication. Use for all ION DEX work unless the user explicitly requests another language.
Uses Claude-Flow/RuFlo 3.7.0-alpha.35 as a controlled AI agent orchestration accelerator for planning, multi-agent decomposition, swarm experiments, MCP diagnostics, memory workflows, and code analysis. Use when the user mentions Claude-Flow, RuFlo, 98 AI agents, swarm, hive-mind, autopilot, or agent orchestration.
Applies Cursor official-documentation workflows to ION DEX development. Use proactively for every development, verification, review, debugging, workflow, or tooling task to choose the right Cursor mode, Agent Review/Bugbot path, Rules/Skills/MCP/Hooks strategy, Cloud Agent/CLI/SDK automation, safety controls, and verification plan.
Finds, lists, and inspects available Cursor Agent Skills in project and user skill directories. Use when the user asks what skills exist, wants a skill installed, wants to locate a workflow, or when the agent needs to choose the right skill before acting.
Guides AI4Finance FinRL-Trading (FinRL-X) modular quant infrastructure with weight-centric strategy pipeline, bt backtesting, and Alpaca live execution. Use for production-oriented quant layering, portfolio weights, or DRL/LLM-ready strategy modules in ION DEX backend design.