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wrensignal
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performance-report

Generate structured performance reports from WrenOS trading data with Telegram delivery.

Updated Aug 27, 2026
Search Tags:#automation#performance#analytics#reporting#risk-management#trading#telegram
One-click install
npx skills add https://github.com/wrensignal/wrenOS --skill performance-report-wrensignal
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: performance-report
Source: https://github.com/wrensignal/wrenOS/tree/main/packs/core-skills-pack/performance-report
Command: npx skills add https://github.com/wrensignal/wrenOS --skill performance-report-wrensignal

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Performance reporting for crypto agent systems often requires manually compiling metrics, drawing insights, and delivering updates, which is error-prone and time-consuming.

Core Features & Use Cases

  • Automated daily and weekly performance summaries with per-strategy breakdowns, risk metrics, and regime analysis.
  • Telegram delivery on a configurable schedule, ensuring operators receive timely and auditable artifacts.
  • Data integration from strategy-builder, risk-manager, trailing-stop, and heartbeat-monitor to produce a consistent narrative and artifacts for audits.

Quick Start

Schedule daily and weekly performance reports to Telegram and run the first report.

Frequently Asked Questions about performance-report

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

FAQPage Schema
How do I automate trading performance reports for Telegram delivery?▼

Automated trading performance reports for Telegram delivery are generated by compiling local trading and state data into structured summaries with per-strategy breakdowns and risk metrics. You can schedule these daily and weekly updates to ensure timely, auditable artifacts.

What data sources are needed to generate automated performance reports?▼

Generating automated performance reports requires accessing local state data from strategy-builder, risk-manager, trailing-stop, and heartbeat-monitor. These integrations compile metrics into a consistent narrative for audit purposes.

Can I schedule daily and weekly crypto trading summaries automatically?▼

Yes, you can schedule daily and weekly crypto trading summaries automatically. The reporting mechanism applies configurable scheduling to generate structured performance updates and deliver them directly to Telegram.

What is included in a per-strategy performance breakdown?▼

A per-strategy performance breakdown includes specific strategy metrics, regime notes, and risk management metrics. This data is compiled into a portable JSON or Markdown artifact for comprehensive operator review.

Does generating these performance reports require external API connections?▼

Generating these performance reports does not require external API connections as it processes local trading and state data. It integrates internal components like heartbeat-monitor and trailing-stop to produce the report artifact.

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