How do I trigger a retrospective summary?

You can use triggers like 'retrospect report', 'aggregate report', 'activity summary', or 'session trends' to initiate the analysis.

Does it support visual data representation?

Yes, the skill generates Mermaid.js charts to visualize trends and collaboration scores directly within the Markdown reports.

What is the Retrospect Report skill for?

It aggregates data from previous Claude Code sessions to create detailed reports on activity patterns, productivity metrics, and collaboration quality.

What kind of metrics does this skill track?

It tracks session duration, prompt counts, tool calls, subagent usage, and specific collaboration scores like bias awareness and critical thinking.

Where are the generated reports saved?

Reports are generated as Markdown files and saved automatically in the .retro/reports/ directory within your project.

Retrospect Report & Analytics

Name: Retrospect Report & Analytics
Author: digital-stoic-org

bydigital-stoic-org

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Analytics & Monitoring

Generates comprehensive activity reports and trend visualizations from AI interaction sessions to improve workflow efficiency.

The Retrospect Report skill allows users to analyze their historical interaction patterns with Claude by aggregating session data into detailed markdown reports. It automatically calculates productivity metrics—such as session duration, tool usage, and prompt density—while incorporating collaboration insights like context quality and critical thinking scores. By transforming raw session logs into visual Mermaid charts and trend summaries, it helps developers and teams identify bottlenecks, refine AI prompting strategies, and maintain a high standard of hybrid human-AI intelligence.

Key Features

01Automatic calculation of productivity metrics like prompt frequency and subagent spawns

02Automated report generation saved directly to your project's retro directory

035 GitHub stars

04Integration of collaboration insights including context quality and critical thinking scores

05Multi-session data aggregation across custom timeframes including weekly and monthly views

06Visual trend reporting using Mermaid.js syntax for easy interpretation of activity patterns

Use Cases

01Generating performance summaries for team-lead reviews of AI-assisted coding workflows

02Identifying patterns in complex debugging sessions to improve future prompt engineering

03Conducting weekly retrospective reviews of development activity to optimize tool usage

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add digital-stoic-org/agent-skills retrospect-report

For use in Claude.ai and ChatGPT

Key Features

01Automatic calculation of productivity metrics like prompt frequency and subagent spawns

02Automated report generation saved directly to your project's retro directory

035 GitHub stars

04Integration of collaboration insights including context quality and critical thinking scores

05Multi-session data aggregation across custom timeframes including weekly and monthly views

06Visual trend reporting using Mermaid.js syntax for easy interpretation of activity patterns

Use Cases

01Generating performance summaries for team-lead reviews of AI-assisted coding workflows

02Identifying patterns in complex debugging sessions to improve future prompt engineering

03Conducting weekly retrospective reviews of development activity to optimize tool usage