skills.rest
dwaynimay
dwaynimayCOMMUNITY
Explore all skills by this author →
GitHub

timeline-report

Generate narrative project history reports from claude-mem timeline data.

1|Updated Apr 27, 2026
Search Tags:#project history#claude-mem#timeline report#memory ROI#software archaeology#sqlite analytics#architecture evolution
One-click install
npx skills add https://github.com/dwaynimay/IoTProject --skill timeline-report-dwaynimay
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: timeline-report
Source: https://github.com/dwaynimay/IoTProject/tree/main/.agents/skills/timeline-report
Command: npx skills add https://github.com/dwaynimay/IoTProject --skill timeline-report-dwaynimay

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you understand how a software project evolved over time by turning a complete claude-mem timeline into a coherent narrative report that explains decisions, pivots, and outcomes.

Core Features & Use Cases

  • Full-history journey report generation: Produces a comprehensive “Journey Into [Project]” narrative covering genesis, architecture evolution, breakthroughs, work patterns, technical debt, challenges, and lessons.
  • Token Economics & Memory ROI analysis: Computes quantitative insights (e.g., discovery token totals, top expensive observations, and ROI estimates) by referencing the claude-mem SQLite database.
  • Chronological, evidence-based storytelling: Anchors the report in observation timestamps and references specific “aha” moments and debugging sagas from the timeline.

Quick Start

Ask an AI to “Generate a timeline report for this IoTProject repository, including Token Economics & Memory ROI,” and ensure the claude-mem worker is running with observations recorded for the same project name used by the API.

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 development history report from project timeline data?▼

A project history narrative report transforms a complete claude-mem timeline into a coherent story explaining development decisions, pivots, and outcomes using evidence-based chronological storytelling anchored in observation timestamps.

What is memory ROI analysis in software archaeology?▼

Memory ROI analysis computes quantitative insights like discovery token totals and top expensive observations by querying the claude-mem SQLite database to evaluate the economic efficiency of your project memory.

Can I analyze token economics for my project's recorded observations?▼

Yes, you can analyze token economics by running SQLite-based queries against the claude-mem database to calculate discovery token totals, identify the most expensive observations, and estimate overall memory ROI.

Do I need a running claude-mem worker to generate a full-stack evolution summary?▼

Yes, generating a full-stack evolution summary requires the claude-mem worker to be actively running so the Skill can fetch the complete timeline and perform SQLite-based token economics queries on recorded observations.

What's the best way to document architecture evolution and technical debt over time?▼

The best way to document architecture evolution is to generate a comprehensive journey report that anchors storytelling in observation timestamps, referencing specific debugging sagas and technical debt accumulation from the project timeline.

Related Skills

Explore More Software Engineering Skills→
ajsai47ajsai47
11

timeline-report

Generate a narrative markdown report from claude-mem timeline data.

Community
Advanced
smarmen86smarmen86

retro

Generates engineering retrospectives from git commit history and timeline events.

Community
Advanced
liujiayi3703liujiayi3703

timeline-report

Generate narrative project history reports from Claude-mem timeline data.

Community
Advanced
dmccrearydmccreary
90

timeline-generator

Generate interactive timeline visualizations from chronological data with category filtering.

Community
Intermediate