System Page

系统页面

How Signals Work

Signals 是如何工作的

Agent Economy signals start with sources, filters, and delivery paths.

Agent Economy signals 从信息源、筛选标准和交付路径开始。

Stablehunter AI is a signal agent for the Agent Economy. The first live vertical is Agentic Payment; the same operating loop will expand into trading, agent marketplaces, and agent commerce infrastructure.

Stablehunter AI 是面向 Agent Economy 的 signal agent。第一个已上线 vertical 是 Agentic Payment;同一套工作流会继续扩展到 trading、agent marketplace 和 agent commerce infrastructure。

Agent Economy Surfaces

Agent Economy 追踪表面

Agentic Payment

The first live signal: agent-driven payments, payment APIs, stablecoin rails, and machine-initiated transactions.

第一个已上线 Signal:Agent 支付、支付 API、稳定币轨道和机器发起交易。

Agent Trading

Expanding next: agents executing trades, managing portfolios, routing orders, and interacting with liquidity.

接下来扩展:Agent 执行交易、管理组合、路由订单,以及和流动性交互。

Agent Marketplace

Expanding next: agent sellers, buyers, distribution surfaces, pricing models, reputation, and service markets.

接下来扩展:Agent 卖家、买家、分发入口、定价模型、声誉和服务市场。

Agentic Payment Blueprint

Agentic Payment 配置蓝图

The first live blueprint is Agentic Payment. Future Agent Economy verticals will reuse this source, filter, API, and delivery model.

第一个已上线 blueprint 是 Agentic Payment。后续 Agent Economy verticals 会复用这套信息源、筛选、API 和交付模型。

Agentic Payment Signal

Tracks updates that make agent-driven payments, stablecoin settlement, risk checks, and automated money movement more practical.

追踪让 Agent 支付、稳定币结算、风控校验和自动化资金流转更可行的支付基础设施变化。

Active 已启用

Sources

信息源

51 current sources 51 个当前信息源 Alloy Sardine Persona TRM Labs Reap Rain Zero Hash BVNK Bridge Fireblocks Singapore Gulf Bank ClearBank Visa Direct Visa Newsroom Circle Developer Circle Blog a16z Crypto

Additional source candidates include Citi treasury updates, Kinexys / JPM Payments, and MAS official updates.

后续可继续补充 Citi treasury updates、Kinexys / JPM Payments 和 MAS 官方更新等信息源。

Screening criteria

筛选标准

  • Mentions agent payments, programmable payments, payment APIs, or autonomous commerce.
  • Changes stablecoin settlement, payout, treasury, card, or merchant workflows.
  • Adds identity, fraud, compliance, AML, or risk infrastructure relevant to automated payments.
  • Comes from an official source or a high-signal ecosystem participant.
  • Can be summarized into what changed, why it matters, Web3 impact, and what to watch next.
  • 提到 Agent payments、programmable payments、支付 API 或 autonomous commerce。
  • 改变稳定币结算、出入金、资金管理、银行卡或商户支付流程。
  • 新增和自动化支付相关的身份、欺诈、合规、AML 或风控能力。
  • 来自官方来源,或来自高信号生态参与方。
  • 可以整理成:发生了什么、为什么重要、Web3 影响、接下来观察什么。

Source Intelligence API

Exposes the pre-filter source layer behind Agentic Payment Signal as a production paid API. The registry will expand as Stablehunter adds trading, marketplace, and agent commerce source clusters.

把 Agentic Payment Signal 背后的筛选前信息源层作为生产付费 API 开放出来。随着 Stablehunter 增加 trading、marketplace 和 agent commerce 信息源集群,registry 会继续扩展。

Live paid API 付费 API 已上线

API access

API 调用

Production access 0.01 USDC / request x402 Alipay AI Pay WeChat AI Pay Registry endpoint Candidate endpoint

What it returns

返回什么

  • Monitored source registry and metadata.
  • Candidate updates before editorial filtering.
  • Source categories, topics, entity hints, and freshness signals.
  • Safe metadata for agents, dashboards, filters, and research workflows.
  • 监控信息源 registry 与元数据。
  • 进入编辑筛选前的候选更新。
  • 来源分类、主题、实体提示和新鲜度信号。
  • 可接入 agent、看板、筛选器和研究工作流的安全元数据。

From Source Rules to Channel Delivery

从信息源规则到渠道分发

A signal is configured before it is delivered.

Signal 先被配置,再被推送。

Provide source lists

Each signal has its own tracked sources, watchlist sources, and adapter notes.

Set screening criteria

Define topic scope, credibility threshold, importance level, freshness, and exclusions.

Extract matching updates

Only updates that pass the signal-specific criteria move into the brief queue.

Structure the brief

Summarize what changed, why it matters, who it affects, and what to watch next.

Route to bot channels

Push the final brief to Telegram, WeChat, and Feishu surfaces as configured.

提供信息源列表

每种 Signal 都有自己的追踪来源、watchlist 来源和 adapter 备注。

设定筛选标准

定义主题范围、可信度门槛、重要性级别、新鲜度和排除项。

抽取命中更新

只有符合该 Signal 专属标准的更新,才进入 brief 队列。

整理成 Brief

压缩为发生了什么、为什么重要、影响谁、接下来观察什么。

路由到 Bot 渠道

按配置推送到 Telegram、微信和飞书 Bot。

Different signals can use different sources and rules, but they share the same delivery loop.
不同 Signal 可以使用不同信息源和规则,但共享同一套推送流程。

Stablehunter is not a news aggregator. It is a signal filtering and routing system.

Stablehunter 不是新闻聚合器,而是一套 signal filtering and routing system。

From Source to Signal

从 Source 到 Signal

Raw updates do not go directly to users.

原始信息不会直接推送给用户,而是被整理为可判断的 signal。

They are turned into concise signal briefs that tell you:

  • what changed
  • why it matters
  • where it impacts Web3
  • what to watch next

这些信息会被整理为简洁的 signal briefs,帮助你快速判断:

  • 发生了什么
  • 为什么重要
  • 它会影响 Web3 的哪里
  • 接下来该看什么
Example Signal Brief
Signal Brief 示例

Payment rail expansion enters a Web3-adjacent lane

支付基础设施变化进入 Web3 相邻通道

What changed

A major payments platform expanded stablecoin settlement support.

Why it matters

Infrastructure shifts at the rail layer often move faster than market narratives.

Web3 impact

Wallets, treasury workflows, and merchant-facing stablecoin products gain new leverage.

Watch next

Integration velocity, partner announcements, and downstream distribution moves.

发生了什么

一家主要支付平台扩展了对稳定币结算的支持。

为什么重要

支付底层网络的变化,往往早于市场叙事形成。

Web3 影响

钱包、资金管理流程,以及面向商户的稳定币产品获得新杠杆。

接下来观察

集成速度、合作公告,以及后续分发动作。

What You Get

你最终获得什么

You do not get raw news.

You get filtered signal briefs built for decision-making.

你得到的不是原始新闻。

而是为判断和决策而整理过的 signal briefs。

Get the brief, not the noise.

获取 signal,而不是噪音

Open the bot and receive signals that matter.

打开 bot,接收真正值得关注的 signals。

WeChat share image · Available 微信分享图片 · 已可用 Feishu Bot · Available 飞书 Bot · 已可用