retrospect

Analyze decision logs to form falsifiable arc-level claims about project trajectory.

1|Updated Apr 18, 2026
One-click install
npx skills add https://github.com/ntholm86/autonomous-agent-skills --skill retrospect-ntholm86
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: retrospect
Source: https://github.com/ntholm86/autonomous-agent-skills/tree/main/retrospect
Command: npx skills add https://github.com/ntholm86/autonomous-agent-skills --skill retrospect-ntholm86

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps users analyze recorded decision trails to understand project evolution, identify patterns, and assess progress at an arc level, making complex histories comprehensible and actionable.

Core Features & Use Cases

  • Trail Analysis: Reads and interprets the full decision log to reveal meaningful patterns and recurring issues.
  • Arc Claim Formation: Constructs falsifiable, high-level statements about the project's trajectory and stability.
  • Use Case: Before declaring project convergence, review the entire trail to ensure progress is genuine and not superficial, supporting informed decision-making.

Quick Start

Run the retrospect skill to analyze the entire decision trail of your project and generate a summary of its current trajectory.

Frequently Asked Questions about retrospect

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

FAQPage Schema
How do I analyze project decision logs to assess progress and stability?

Project trail evaluation involves reading full decision logs to identify recurring patterns and decision-making behaviors, ultimately forming falsifiable arc-level claims to assess whether your project's progress is genuine before declaring convergence.

How do I evaluate my project's decision trail before declaring convergence?

You can evaluate your project's decision trail by running a comprehensive trail analysis that reads the full decision log, reveals meaningful patterns, and constructs falsifiable high-level statements about your project's trajectory and stability.

What is an arc-level claim in project evaluation?

An arc-level claim in project evaluation is a falsifiable, high-level statement constructed from detailed decision logs that summarizes the project's trajectory and stability for strategic review and convergence assessment.

Can I use log analysis for iterative development workflows?

Yes, log analysis is applicable to iterative development workflows and project management, as it reads full decision trails to assess project progress, identify recurring issues, and form falsifiable arc-level claims for strategic review.

Do I need a complete decision log to perform project progress assessment?

Yes, comprehensive project progress assessment depends on reading full logs to form falsifiable arc-level claims, ensuring that progress evaluation is based on genuine historical decision patterns rather than superficial data.