session-start

Recover Memory Bank context and generate a prioritized Todo List.

2|Updated Jan 26, 2026
One-click install
npx skills add https://github.com/u9401066/automl-stat-mcp --skill session-start-u9401066
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: session-start
Source: https://github.com/u9401066/automl-stat-mcp/tree/main/.claude/skills/session-start
Command: npx skills add https://github.com/u9401066/automl-stat-mcp --skill session-start-u9401066

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates the initial setup of a work session by retrieving context from a Memory Bank and planning tasks, reducing startup friction and cognitive load.

Core Features & Use Cases

  • Recover context from the Memory Bank at session start to resume work quickly
  • Generate a prioritized daily Todo List and outline actionable steps
  • Update activeContext.md with current goals and tasks for continuity

Quick Start

Ask the system to load the Memory Bank context and generate a prioritized plan for today.

Frequently Asked Questions about session-start

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

FAQPage Schema
How do I recover context from a memory bank when starting a new coding session?

To recover context from a memory bank, this skill reads current status files and updates activeContext.md, allowing you to resume paused work quickly by restoring previous session state and goals.

What is the best way to generate a prioritized todo list for resuming paused work?

Generating a prioritized todo list for resuming work involves checking progress against status files and outputting a concise, actionable task outline to guide immediate coding, analysis, or documentation efforts.

Can I use this session-start workflow for analysis and documentation tasks, or is it limited to coding?

This session-start workflow supports starting fresh, resuming after breaks, or continuing paused work across coding, analysis, and documentation tasks by enforcing a deterministic context recovery flow.

How does context recovery work for task planning after a break?

Context recovery for task planning works by reading current status files from the memory bank, checking progress, and generating a concise todo list and updated activeContext.md to reduce cognitive load.

Do I need any specific dependencies installed to automate my daily task planning?

No specific dependencies are required to automate daily task planning, as the skill relies solely on reading existing memory bank status files to outline actionable steps and update activeContext.md.

Why does my session-start process need an updated activeContext.md file?

Your session-start process needs an updated activeContext.md file to ensure continuity, as it captures current goals and tasks generated from the memory bank to maintain a deterministic workflow across breaks.