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macro-signal-monitor

Compare gap and coil signals to classify Kalshi contracts as watchlist or tradable.

2|Updated Feb 25, 2026
Search Tags:#market monitoring#automated reporting#kalshi#trading watchlist#macro signals#gap and coil#signal freshness
One-click install
npx skills add https://github.com/terraleiloa/seren-skills --skill macro-signal-monitor
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: macro-signal-monitor
Source: https://github.com/terraleiloa/seren-skills/tree/main/kalshi/macro-signal-monitor
Command: npx skills add https://github.com/terraleiloa/seren-skills --skill macro-signal-monitor

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

Macro signal research for Kalshi contracts is hard to operationalize because it requires consistently comparing “gap” and “coil” views, judging freshness, and translating that into a watchlist vs. tradable decision.

Core Features & Use Cases

  • Gap/Coil Alignment Monitoring: Checks macro support from the gap and coil signal families for relevant Kalshi contracts.
  • Freshness and Health Assessment: Evaluates whether signals are healthy, stale, or ambiguous, and explains why that changes confidence.
  • Mapping and Change Tracking: Maps macro signals to candidate contracts and summarizes what changed since the prior scan, while persisting snapshots.

Quick Start

Run the skill’s agent script in monitor mode with your Kalshi connectors and SEREN_API_KEY set, then review the generated mini research note and structured payload for which contracts remain watchlist-only due to freshness or ambiguity.

Frequently Asked Questions about macro-signal-monitor

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I monitor Kalshi macro signals for contract tradability?▼

Signal freshness determines tradability confidence by identifying whether gap and coil signals are healthy, stale, or ambiguous. Stale or ambiguous signals change confidence levels and restrict contracts to a watchlist-only status until clarity improves.

How do I track changes in Kalshi macro signals between scheduled reviews?▼

Yes, macro signal monitoring can screen candidate Kalshi contracts by ranking gap and coil alignment and mapping directional agreement to specific contract levels. This screening evaluates signal health and excludes ambiguous contracts from tradable recommendations.

What do I need to set up to automate Kalshi macro signal reporting?▼

Run the skill's agent script in monitor mode with your configured Kalshi connectors and SEREN_API_KEY set. The script executes health assessments, contract mapping, and alignment ranking, then outputs a mini research note and a structured payload for review.

Why are some Kalshi contracts marked watchlist-only instead of tradable?▼

Limitations of automated macro signal monitoring include dependency on connector-based retrieval for markets, gap, and coil data, and the need for storage persistence. If connectors fail or signals are stale, the system cannot generate reliable tradability guidance.

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