continuity

julwrites's avatarfrom julwrites

Manage session continuity (Ledgers and Handoffs). Use this to save state before clearing context or ending a session.

⭐0stars🔀0forks📁View on GitHub🕐Updated Jan 3, 2026

When & Why to Use This Skill

The Continuity skill is a specialized tool designed to manage long-term memory and session state for AI agents. It enables seamless workflow transitions by allowing agents to create 'Ledgers' for in-session state preservation and 'Handoffs' for between-session continuity, ensuring that critical progress, decisions, and next steps are never lost when clearing context or switching tasks.

Use Cases

  • Context Window Optimization: Save the current state of work and key variables before clearing a bloated conversation history to maintain performance without losing project progress.
  • Multi-Session Project Management: Create structured handoffs at the end of a session to provide the next agent (or the same agent in a new session) with a clear summary of what was done and what remains.
  • State Checkpointing: Establish recovery points during complex, multi-step operations, allowing the agent to 'read-latest' and resume from a known good state if an error occurs or a pivot is needed.
  • Collaborative Agent Workflows: Facilitate the transfer of technical context and decision logs between different specialized agents working on the same codebase or project.
namecontinuity
descriptionManage session continuity (Ledgers and Handoffs). Use this to save state before clearing context or ending a session.

Continuity System

Use this skill to manage long-term memory artifacts.

Create a Ledger (In-Session State)

Save the current state of your work before clearing context.

python3 scripts/continuity.py ledger create "Title of work" "Description of current state, working files, and next steps"

Create a Handoff (Between-Session State)

Create a summary for the next session/agent.

python3 scripts/continuity.py handoff create "Title of handoff" "Summary of what was done, what is left, and key decisions"

Read Latest

Retrieve the most recent context.

python3 scripts/continuity.py ledger read-latest
python3 scripts/continuity.py handoff read-latest