How does it handle very long conversation logs?

The skill uses a chunked reading strategy that analyzes the beginning for goals, the end for outcomes, and uses grep to identify file modifications throughout the entire file.

SpecStory is a tool that automatically records your AI coding sessions. This skill allows Claude to analyze those recorded sessions to provide high-level summaries of your work.

What format does the output use?

It provides a structured format including the timestamp, a brief title, the user's goal, the final outcome with an emoji indicator, a list of modified files, and any key insights discovered.

Can I summarize just the work I completed today?

Yes, you can provide 'today' as an argument to the skill to filter and summarize only the sessions that occurred within the current calendar day.

Where does this skill look for my coding history?

The skill specifically searches for markdown files within the .specstory/history/ directory of your current project.

SpecStory Session Summarizer

Name: SpecStory Session Summarizer
Author: organvm-iv-taxis

byorganvm-iv-taxis

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Productivity & Workflow

Generates standup-ready summaries of your AI coding sessions by analyzing SpecStory history logs.

The SpecStory Session Summarizer is a specialized capability for Claude Code designed to automate the process of reviewing and reporting on AI-driven development work. By intelligently parsing the .specstory/history directory, it extracts key goals, outcomes, file modifications, and architectural decisions from complex, multi-turn conversations. This skill is particularly useful for developers who need to prepare for daily standups, track project progress over time, or quickly identify unfinished tasks and blockers without manually reading through thousands of lines of session logs.

Key Features

01Supports time-based filtering for 'today' or a specific number of recent sessions

022 GitHub stars

03Extracts goals, file changes, and key architectural decisions automatically

04Identifies recurring work patterns and unfinished TODOs across multiple sessions

05Intelligently parses large .specstory history files using a strategic chunking approach

06Generates formatted standup reports with outcome emojis and concise summaries

Use Cases

01Identifying blockers and pending tasks at the end of a work day to ensure a smooth handoff

02Tracking development progress and file modifications over a series of complex coding sessions

03Preparing for daily standup meetings by summarizing AI-assisted tasks from the previous day

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add organvm-iv-taxis/a-i--skills specstory-session-summary

For use in Claude.ai and ChatGPT

Download Skill