timeline-report

Generate a markdown narrative report from a project's claude-mem timeline.

Updated Jun 2, 2026
One-click install
npx skills add https://github.com/chicago-joe/manymems --skill timeline-report-chicago-joe
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: timeline-report
Source: https://github.com/chicago-joe/manymems/tree/main/plugin/skills/timeline-report
Command: npx skills add https://github.com/chicago-joe/manymems --skill timeline-report-chicago-joe

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill provides a comprehensive narrative analysis of a project's complete development history by querying claude-mem's persistent memory timeline. It enables teams to understand how decisions, actions, and memory recall shaped the project from inception to the present, turning scattered observations into a coherent story.

Core Features & Use Cases

  • Comprehensive timeline synthesis: collates all observations, sessions, and summaries into an integrated narrative.
  • Token economics perspective: traces memory usage and ROI by analyzing discovery_tokens, context injections, and recall events.
  • End-to-end workflow: fetches the full timeline, estimates token usage, runs a dedicated analysis agent, and saves a markdown report.

Quick Start

Ask to generate a Journey Into [PROJECT] by fetching the full timeline and running the analysis workflow.

Frequently Asked Questions about timeline-report

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

FAQPage Schema
How do I generate a narrative project history from my development timeline?

To generate a narrative project history, this skill fetches your complete development timeline via the claude-mem API, runs a dedicated analysis agent on the data, and saves a cohesive markdown report covering project genesis and architecture evolution.

What is a timeline analysis report and what does it include?

A timeline analysis report collates scattered project observations, sessions, and summaries into an integrated narrative covering complete development history, architecture evolution, and memory usage in real-world terms.

Do I need a running claude-mem worker to analyze project memory?

Yes, analyzing project memory requires a running claude-mem worker and API access to the project's full timeline to fetch data, estimate token usage, and query the database for token economics.

How do I trace token economics and memory usage ROI for my project?

Trace token economics and memory usage ROI by querying the claude-mem persistent memory timeline; the analysis tracks discovery_tokens, context injections, and recall events to evaluate memory's real-world impact.

Can I convert claude-mem timeline data into a markdown report automatically?

Yes, this skill automatically converts claude-mem timeline data into a markdown report by orchestrating timeline fetching, token usage estimation, analysis execution, and saving the final report to a deterministic file path.

What's the best way to synthesize scattered development sessions into a coherent story?

Synthesize scattered development sessions into a coherent story by using a narrative analysis workflow that queries persistent memory, collates all observations, and generates an integrated timeline report.