smith-reflect

Analyze completed Smith workflows to extract lessons and update the Ledger.

50|8|Updated Apr 12, 2026
One-click install
npx skills add https://github.com/ATTCKDigital/smith --skill smith-reflect
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: smith-reflect
Source: https://github.com/ATTCKDigital/smith/tree/main/skills/smith-reflect
Command: npx skills add https://github.com/ATTCKDigital/smith --skill smith-reflect

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates post-mortem learning by analyzing completed Smith workflows and extracting actionable lessons to feed the Ledger, enabling continuous improvement and traceability.

Core Features & Use Cases

  • Analyze completed Smith workflows (build, bugfix, audit, and implement cycles) to identify what worked, what failed, and why.
  • Update the Ledger with new patterns and antipatterns to guide future work and audits.
  • Provide an evidence trail and insights that support reviews, compliance checks, and process enhancements.

Quick Start

Run /smith-reflect after a workflow completes to extract lessons and update the Ledger, or invoke it manually to review recent work.

Frequently Asked Questions about smith-reflect

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

FAQPage Schema
How do I automate postmortem lessons from completed workflows?

Identify workflow patterns and antipatterns by analyzing completed build, bugfix, audit, and implement cycles. The Skill assesses finished sessions to extract evidence trails and process improvements applicable to future runs.

How do I update the Ledger with workflow lessons?

Update the Ledger by running the smith-reflect Skill after a workflow completes. It identifies what worked, what failed, and why, then feeds new patterns and antipatterns into the Ledger to guide future work and audits.

Does the postmortem analysis work with bugfix and audit cycles?

Yes, the postmortem analysis works with bugfix and audit cycles, alongside build and implement workflows. It evaluates all completed session types to identify what worked, what failed, and why, ensuring comprehensive process improvement.

What limitations exist when deriving lessons from completed workflows?

Deriving lessons relies on completed workflow data, meaning it cannot assess sessions still in progress. It requires finished build, bugfix, audit, or implement cycles to accurately identify patterns and extract evidence trails for the Ledger.