Weekly Review

Generate a metric-grounded weekly KALM retrospective with SMART next-week actions.

6|2|Updated May 21, 2026
One-click install
npx skills add https://github.com/anajuliabit/aeon --skill weekly-review-anajuliabit
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Weekly Review
Source: https://github.com/anajuliabit/aeon/tree/main/skills/weekly-review
Command: npx skills add https://github.com/anajuliabit/aeon --skill weekly-review-anajuliabit

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It prevents weekly reviews from becoming vague, unverifiable summaries by grounding findings in objective metrics and turning them into specific, checkable actions.

Core Features & Use Cases

  • Closed-loop retrospectives: Audits last week's “Next week priorities” and classifies items as shipped, slipped, abandoned, or blocked using logs and git evidence.
  • Objective metric gathering: Combines weekly activity logs, skill-run pass/fail counts (with fallback), issues opened/resolved, and code/PR activity to quantify outcomes.
  • KALM + SMART actions: Produces prioritized Keep/Add/Less/More findings and converts top findings into SMART checklists that can be audited next week.
  • Goal progress tracking: Compares review outcomes against goals defined in memory/MEMORY.md and flags progress, stalling blockers, or retirement/revision needs.

Quick Start

Run the weekly-review skill with optional focus (set var to a system area like crypto or notifications) to generate a KALM grounded weekly report with SMART next-week actions.

Frequently Asked Questions about Weekly Review

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

FAQPage Schema
How do I generate a weekly retrospective for autonomous agent operations?

A weekly retrospective for autonomous agents is generated by reading memory context and logs, computing objective skill-run metrics, and emitting an auditable article. It audits previous priorities and produces SMART next-week actions for recurring operations.

What is the KALM framework for weekly reviews?

The KALM framework for weekly reviews categorizes findings into Keep, Add, Less, and More actions. It converts top metric-grounded findings into SMART checklists that can be audited in the following week's review cycle.

How do I track goal progress in a weekly review using memory context?

Tracking goal progress in a weekly review is done by comparing outcomes against goals defined in memory or MEMORY.md. The Skill flags progress, identifies stalling blockers, and signals when goals require retirement or revision based on objective metrics.

How do I audit last week's priorities using git evidence and activity logs?

Auditing last week's priorities using git evidence and activity logs involves classifying items as shipped, slipped, abandoned, or blocked. The Skill combines weekly activity logs, skill-run pass/fail counts, issues opened/resolved, and code/PR activity to cite evidence for each finding.

Can I focus a weekly review on a specific system area like crypto or notifications?

You can focus a weekly review on a specific system area by setting a focus variable to domains like crypto or notifications. This generates a KALM grounded weekly report with SMART next-week actions tailored to that specific operational scope.

What happens to skill-run metrics when source logs are missing or degraded?

When source logs are missing or degraded, the weekly review applies a degraded-source fallback to compute objective skill-run metrics. This ensures the retrospective remains metric-grounded and continues producing auditable findings despite incomplete log data.