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Install in OpenClaw
/install polymarket-predictradar-daily-anomalies-skills
Description
Polymarket Daily Anomaly Report. Scans for 3 types of market anomalies: Black Swan (sudden probability shifts in 2h windows), Whale Wars (large opposing bets...
Usage Guidance
This skill appears to implement the promised Polymarket anomaly reporting logic, but it depends on a shared 'polymarket-data-layer' (mcp-client and gamma-client) and likely expects environment variables (e.g., MCP_URL and possibly API keys) that are not declared in the skill metadata. Before installing or running: 1) Ask the publisher what runtime dependencies and env vars (MCP_URL, API keys, search provider keys) are required and where the polymarket-data-layer modules come from. 2) Confirm whether mcp-client requires credentials with access to proprietary DBs or cloud services; do not provide high-privilege cloud keys unless you trust the source. 3) Review the full content-analysis.js (the shared module code) and any mcp/gamma clients that will run in your environment to ensure they don't send data to unexpected hosts. 4) Note privacy/ethical implications: the skill displays full 42-char wallet addresses for copy-trading and runs queries across wallet histories (may reveal user-associated activity). If you cannot verify the origin of the shared data-layer or required credentials, run it in an isolated environment or decline installation.
Capability Analysis
Type: OpenClaw Skill
Name: polymarket-predictradar-daily-anomalies-skills
Version: 1.0.0
The skill bundle is designed to generate analytical reports on Polymarket anomalies, including sudden price shifts (Black Swans), opposing large bets (Whale Wars), and suspicious new-wallet activity (Insider Watch). The logic is implemented through a Node.js script (`scripts/content-analysis.js`) and detailed instructions in `SKILL.md` that utilize a Model Context Protocol (MCP) for data queries and the Gamma API for market metadata. The code and instructions are transparent, follow security best practices by explicitly forbidding the exposure of internal infrastructure details, and contain no evidence of malicious intent, data exfiltration, or unauthorized execution.
Capability Assessment
Purpose & Capability
The name/description (daily anomaly report for Polymarket) matches the code and SKILL.md: it queries trade data, classifies domains, and builds reports. However, the skill requires a shared 'polymarket-data-layer' (mcp-client and gamma-client) via relative requires, which implies runtime dependencies outside the skill package. The registry metadata declares no required env vars or credentials, yet the code and usage comments indicate an external MCP_URL and a live MCP service may be required. This is a proportion mismatch between claimed requirements and actual runtime needs.
Instruction Scope
SKILL.md explicitly requires live queries to MCP, Gamma API, and WebSearch and forbids fabricating numbers — consistent with purpose. But it also instructs to display full wallet addresses for copy-trading and to construct clickable Polymarket URLs. The instructions rely on making many SQL queries via mcp.query (including historical queries across wallets) which could surface large volumes of user/market data. The SKILL.md does not declare what credentials or audit/logging policy will be used for WebSearch or MCP access, nor does it limit what context the agent may read beyond the data sources. The instructions reference a shared mcp-client wrapper and handshake behavior (initialize + notifications/initialized), which means the agent must have access to that shared code and any credentials it uses.
Install Mechanism
No install spec — instruction-only plus a single script file. That minimizes disk-install risk. The code uses relative requires (polymarket-data-layer), so risk stems from relying on the host environment to provide that module rather than from an install step downloading arbitrary archives.
Credentials
Registry metadata declares no required env vars or credentials, but the script usage comment ('MCP_URL=... node content-analysis.js') and reliance on mcp-client/gamma-client imply environment configuration and possibly secrets (MCP service URL, API keys) are needed. SKILL.md also expects WebSearch for news context but does not specify which search provider or required API keys. The skill will access wallet addresses and trade histories (sensitive user-related data) but doesn't declare or justify the credentials/privileges needed to query that data—this is an inconsistency and a potential privacy/credential exposure risk.
Persistence & Privilege
The skill does not request always:true and has no install hooks. It appears to be user-invokable and not forced into all agent runs. It does not modify other skills or system-wide settings in the provided files.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install polymarket-predictradar-daily-anomalies-skills - After installation, invoke the skill by name or use
/polymarket-predictradar-daily-anomalies-skills - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Polymarket Daily Anomalies Skill v1.0
- Launches daily anomaly detection reports for Polymarket, focused on three event types: Black Swan (rapid price swings), Whale Wars (opposing large bets), and Insider Watch (suspicious new-wallet activity).
- Automatically scans recent trades and market data using only live, real data sources—outputs never contain fabricated stats or news.
- Includes clickable Polymarket links and full wallet addresses for each anomaly found, enabling user verification and copy-trading.
- Results are enriched with 1–2 paragraph news context for non-sports events via web search. Sports markets get brief match info.
- Users can trigger reports with natural phrases like “any anomalies today," “insider watch,” or “whale wars.”
Metadata
Frequently Asked Questions
What is polymarket-predictradar-daily-anomalies-skills?
Polymarket Daily Anomaly Report. Scans for 3 types of market anomalies: Black Swan (sudden probability shifts in 2h windows), Whale Wars (large opposing bets... It is an AI Agent Skill for Claude Code / OpenClaw, with 88 downloads so far.
How do I install polymarket-predictradar-daily-anomalies-skills?
Run "/install polymarket-predictradar-daily-anomalies-skills" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is polymarket-predictradar-daily-anomalies-skills free?
Yes, polymarket-predictradar-daily-anomalies-skills is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does polymarket-predictradar-daily-anomalies-skills support?
polymarket-predictradar-daily-anomalies-skills is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created polymarket-predictradar-daily-anomalies-skills?
It is built and maintained by Yeri (@cnica); the current version is v1.0.0.
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