菜单
AIsa Multi-source Search — 多源搜索：网页搜索、学术论文、Perplexity Sonar 四个层次（fast/synthesis/reasoning/deep-research）、Tavily（search/extract/crawl/map）。替代 web_search 和 Perplexity 独立订阅。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
AUTO-INVOKE for fast technical scans and market briefs. Triggers: scan TICKER (or 扫 TICKER, quick TICKER) for single/multi quick analysis; portfolio health (or portfolio-health, 持仓健康) for batch portfolio scan; market brief HK/US (or brief HK/US, 市场简报 HK/US) for index+sector overview. Output is a DSA-style 决策看板 / 市场简报 emitted on stdout for you to deliver.
AUTO-INVOKE for structured adversarial review when the user wants to stress-test a plan, decision, thesis, or article angle. Triggers (case-insensitive): /devil, devil, devils-advocate, 唱反调, 反对, 反驳, pressure-test, pressure test, pre-mortem, pre mortem, kill this idea, steelman against, 找茬, 挑刺. The skill produces a strict 3-section adversarial output. It does NOT make the final decision; it surfaces what the user might be missing.
Monthly portfolio allocation review — load rules + latest valuation, compute bucket weights vs targets, identify rebalance candidates, enforce gold/cash/single-name caps, save JSON+TXT, and deliver a concise summary.
Policy-constrained Portfolio Manager (PM) decision workflow — compute investable/bucket weights, diagnose drifts and breaches, and emit three-layer recommendations with audit + chat rendering.
Detect and reject fabricated portfolio reports with fake holdings (AAPL, TSLA, GOOGL) vs real anchors (NVDA, NVDA, MSFT, 0700.HK, 0700.HK, Japanese/Singaporean funds)
Deterministic portfolio valuation and chat-friendly push using Yahoo multi-endpoint fallbacks (v7 quote → v8 chart → v7 spark), static valuation for MMF/StructNote/CODE items, at-cost valuation for HSBC 2028 bond, FX overrides, MMF safety allocation, ringfenced obligations, liabilities deduction, separate lots for duplicate tickers (e.g., 0700.HK A/B), JSON snapshotting, and cron scheduling at SGT 18:00 with manual /888 trigger.
| name | aisa-search |
| description | AIsa Multi-source Search — 多源搜索：网页搜索、学术论文、Perplexity Sonar 四个层次（fast/synthesis/reasoning/deep-research）、Tavily（search/extract/crawl/map）。替代 web_search 和 Perplexity 独立订阅。 |
| auto_invoke_on | ["搜索研究","查论文","深度研究","学术搜索","抓取网页内容","爬虫","信息检索","引文搜索"] |
统一的多源搜索引擎。 一个 API Key 覆盖网页、学术、Perplexity 和 Tavily。
web_search — 结果更结构化，支持学术和深度研究deep-research 生成 2000+ 字的深度报告scholar 查最新研究成果tavily-extract 获取干净正文tavily-crawl 递归抓取python3 ${CLAUDE_PLUGIN_ROOT}/skills/aisa-search/scripts/call.py search <action> [options]
| Action | 用途 | 参数 |
|---|---|---|
web | 结构化网页搜索 | --query |
scholar | 学术论文搜索 | --query |
mixed | Web + Scholar 混合 | --query |
sonar | Perplexity Sonar 快速回答 | --query |
sonar-pro | Sonar Pro 综合回答 | --query |
sonar-reasoning | Sonar Reasoning Pro | --query |
deep-research | 深度研究报告 | --query |
tavily-search | Tavily 搜索 | --query |
tavily-extract | 提取网页正文 | --urls |
tavily-crawl | 递归爬取 | --url, --depth |
tavily-map | 站点地图 | --url |
# 投资研究 — 深度报告
python3 ${CLAUDE_PLUGIN_ROOT}/skills/aisa-search/scripts/call.py search deep-research --query "AI agent market size and key players 2026"
# 快速事实核查
python3 ${CLAUDE_PLUGIN_ROOT}/skills/aisa-search/scripts/call.py search sonar --query "What is the latest Fed rate decision?"
# 论文搜索
python3 ${CLAUDE_PLUGIN_ROOT}/skills/aisa-search/scripts/call.py search scholar --query "transformer architecture attention mechanism"
# 抓取多篇文章正文
python3 ${CLAUDE_PLUGIN_ROOT}/skills/aisa-search/scripts/call.py search tavily-extract --urls "https://example.com/article1,https://example.com/article2"
# 爬取文档站
python3 ${CLAUDE_PLUGIN_ROOT}/skills/aisa-search/scripts/call.py search tavily-crawl --url "https://docs.example.com" --depth 2
| 需求 | 用哪个 |
|---|---|
| 快速查事实 | sonar |
| 全面研究 | sonar-pro |
| 需要推理分析 | sonar-reasoning |
| 深度研究报告 | deep-research |
| 学术论文 | scholar |
| 网页正文提取 | tavily-extract |
| 多源混合 | mixed |