China hard-tech supply-chain intel: a pre-registered, timestamped signal board covering semiconductors, solid-state batteries, eVTOL and innovative drugs. Every signal carries predicted_on/verify_by dates and gets publicly marked hit/miss when due — a falsifiable track record, not raw news.
Scored across 6 tools
Tools are mostly distinct: ask_edge is natural-language judgment, read_signal_board returns the current structured board, get_track_record covers historical verification, and read_earnings_tracker focuses on earnings verification. The overlap between get_track_record and read_earnings_tracker is mitigated by explicit 'Use instead' guidance, but a few signal/verification boundaries remain close.
All names use consistent snake_case with a verb_noun pattern: ask_edge, get_track_record, list_articles, read_article, read_earnings_tracker, read_signal_board. The convention is predictable and readable throughout.
Six tools is well-scoped for a focused industry-intelligence server, with each tool earning its place across query, signal board, track record, earnings tracking, and article list/read functions.
The read-only intelligence surface covers current signals, historical verification, earnings tracking, and article discovery/reading, plus a natural-language judgment query. Minor gaps include no article/signal search or lookup-by-ID tool, but core consumption workflows are covered.
问答式信息差查询：Agent 用自然语言问产业问题，返回最相关的信号+信息差依据。区别于数据 API——返回的是判断层（what it means），不是原始数据。
Inputs: question (required), limit.
读取信号验证记录（track record）：命中率、已验证/待验证统计、每条信号从 predicted_on 到 verify_by 的结果。这是唯一用时间积累的资产——判断层的命中历史，LLM 无法生成。Use when: 评估信号板可信度、查某行业历史命中率、复盘已兑现/落空案例。Use instead: 要当前信号清单用 read_signal_board；问判断层问题用 ask_edge；查财报追踪用 read_earnings_tracker。
Inputs: industry, include_signals.
列出中国硬科技供应链研究文章清单（标题/主题/链接），供 Agent 发现可引用的深度内容。
Inputs: limit, topic.
读取指定研究文章全文（中文），供 Agent 引用分析。文章是我们对产业的一手调查笔记（信息差视角）。
Inputs: title (required).
读取中报信号验证追踪表：我们信号板预测的公司 vs 实际披露业绩 vs 验证状态（验证/部分验证/待验证）
Inputs: status, industry.
读取信号信息差看板，返回结构化 JSON，包含 📊 高信息差信号（真信息差）。每条信号含 predicted_on/verify_by/verify_event/result 验证记录字段。
Inputs: limit, result, industry.
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