Weekly Review

Aggregate weekly actions and metrics into a KALM-framed digest with SMART next steps.

Updated Jun 2, 2026

Search Tags:#automation #analytics #logs #metrics #memory #weekly-review #SMART

Ready to run

npx skills add https://github.com/Atrium-Hermes/atrium-lighthouse --skill weekly-review-atrium-hermes

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: Weekly Review
Source: https://github.com/Atrium-Hermes/atrium-lighthouse/tree/main/skills/weekly-review
Command: npx skills add https://github.com/Atrium-Hermes/atrium-lighthouse --skill weekly-review-atrium-hermes

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Weekly reviews convert scattered metrics, logs, and decisions into a concise, auditable plan, ensuring actions from last week are reviewed and tracked against goals.

Core Features & Use Cases

KALM framing: structure findings as Keep/Add/Less/More to guide weekly improvement.
SMART actions: translate findings into Specific, Measurable, Owner, and Time-bound steps for next week.
Audit-friendly outputs: generate a reusable artifact that can be reviewed against memory goals and activity logs.

Quick Start

Run the weekly review focusing on memory, logs, and recent commits to generate a SMART plan for next week.

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 review from logs and metrics?▼

Generate a weekly review by aggregating last week's actions and metrics into a structured digest. The process applies KALM framing to findings and converts them into SMART next steps for actionable planning.

What is the KALM framework for weekly analytics?▼

KALM is a framing method that structures weekly analytics findings into Keep, Add, Less, and More categories. It guides continuous improvement by evaluating which activities to maintain or change.

How do I convert activity logs into SMART actions for next week?▼

Convert activity logs into SMART actions by analyzing recent metrics and code changes. The system translates findings into Specific, Measurable, Owner-assigned, and Time-bound steps for next week.

Can I track weekly metrics against memory goals for auditability?▼

Yes, you can track weekly metrics against memory goals for auditability. The generated outputs reference memory goals, activity logs, and code changes to ensure decisions are tracked and auditable.

Does the weekly digest include recent code commits?▼

Yes, the weekly digest includes recent code commits. It focuses on memory, logs, and recent commits to generate a comprehensive SMART plan that references code changes for tracking.

What is the best way to structure a weekly review for a team?▼

The best way to structure a weekly review for a team is using KALM framing and SMART action conversion. This approach transforms scattered metrics into an auditable artifact with clear, measurable steps.