workflow-reflect

Analyze sigil execution observability signals to generate evidence-backed reflection reports.

20|3|Updated May 14, 2026
One-click install
npx skills add https://github.com/cyberAlchemyAI/Arcanum --skill workflow-reflect
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: workflow-reflect
Source: https://github.com/cyberAlchemyAI/Arcanum/tree/main/.claude/skills/workflow-reflect
Command: npx skills add https://github.com/cyberAlchemyAI/Arcanum --skill workflow-reflect

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Workflow Reflect provides a structured outer loop to analyze accumulated observability signals from sigil executions, detect recurring gaps, and propose concrete improvements with evidence.

Core Features & Use Cases

  • Load Signals: read and filter sigil telemetry to an analysis-ready state.
  • Group & Evaluate: cluster signals by type, severity, and drift to reveal patterns and threshold-driven insights.
  • Write Reflection: generate evidence-backed proposals and a final report for lifecycle decisions.

Quick Start

Run the Workflow Reflect tool to analyze your sigil signals and generate a reflection report.

Frequently Asked Questions about workflow-reflect

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

FAQPage Schema
How do I analyze observability signals to identify recurring workflow patterns?

You can filter sigil telemetry by name, mode, date range, and minimum signal count to prepare observability signals for analysis. This filtering clusters signals by type, severity, and drift to reveal recurring patterns and threshold-driven insights.

What is the best way to generate evidence-backed proposals from automation telemetry?

Generating evidence-backed proposals requires grouping accumulated observability signals to detect recurring gaps. You produce concrete proposals preserving the sigil contract unless telemetry evidence justifies changes, culminating in a final reflection report.

Can I filter sigil telemetry by date range and minimum signal count before writing a report?

Yes, you can apply filters by sigil name, mode, date range, and minimum signal count to determine whether to write a full reflection report or produce a dry run. This ensures only relevant observability signals are analyzed.

How does reflection report generation handle gap analysis and recommended next steps?

Reflection report generation aggregates context, patterns, and gap analysis from observability signals to output recommended next steps. It converts clustered telemetry into evidence-backed proposals for lifecycle decisions and maintenance improvements.

When should I produce a dry run instead of a full reflection report for sigil maintenance?

You should produce a dry run when evaluating filtered observability signals without committing to final evidence-backed proposals. Use a dry run to validate pattern detection and gap analysis before writing the final reflection report.