weekly-retro

Analyze job-search pipeline metrics to identify bottlenecks and generate coaching recommendations.

1|Updated Feb 24, 2026
One-click install
npx skills add https://github.com/jonalexjames84/portfolio --skill weekly-retro-jonalexjames84
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: weekly-retro
Source: https://github.com/jonalexjames84/portfolio/tree/main/job-search-os/.claude/skills/weekly-retro
Command: npx skills add https://github.com/jonalexjames84/portfolio --skill weekly-retro-jonalexjames84

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the end-of-week review of your job-search pipeline, turning scattered metrics into a clear, coachable retrospective that highlights bottlenecks and actionable improvements.

Core Features & Use Cases

  • Automatic extraction of weekly metrics from sources like app-tracker, interview-history, and connection-tracker.
  • Funnel analysis that identifies where opportunities are slipping and generates 3 concrete coaching recommendations.
  • Week-over-week trend reporting and motivation messaging to keep you aligned with your target plan and timeline.

Quick Start

Run the weekly-retro workflow at the end of each week to generate a data-driven coaching retro from your current pipeline data.

Frequently Asked Questions about weekly-retro

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

FAQPage Schema
How do I identify bottlenecks in my job-search pipeline using weekly metrics?

To identify bottlenecks in your job-search pipeline, this Skill analyzes weekly metrics from application and interview history to calculate stage conversions, highlighting where opportunities slip and providing actionable coaching steps.

Can I track week-over-week trends in my job applications and referrals?

Yes, you can track week-over-week trends in job applications and referrals by running this retrospective workflow, which compares current pipeline data against previous weeks to report progress and keep you aligned with your target timeline.

What is the best way to generate coaching recommendations from job-search data?

The best way to generate coaching recommendations from job-search data is through funnel analysis of your application tracker and connection history, which automatically extracts metrics to produce three concrete, data-driven coaching steps for your week.

Do I need a specific application tracker to analyze my job-search funnel?

You need sources like an app-tracker, interview-history, and connection-tracker to analyze your job-search funnel, as the retrospective extracts weekly metrics directly from these inputs to calculate conversions and identify pipeline bottlenecks.

When should I run a job-search retrospective for my weekly pipeline review?

You should run a job-search retrospective at the end of each week to review your pipeline, as it processes your accumulated application and interview metrics to deliver trend reporting, motivation messaging, and targeted coaching for the following week.

Why does my job-search pipeline show low interview conversions from referrals?

Low interview conversions from referrals indicate a bottleneck in your job-search pipeline, which this retrospective identifies by calculating conversion rates across stages and generating targeted coaching recommendations to improve your specific connection strategy.