Does it integrate with other Skrillz plugins?

Yes, it is built as a foundation layer designed to work seamlessly with context-state-tracker for persistence and security-sandbox for safe command execution.

Can I set a maximum number of autonomous iterations?

Yes, the configuration includes a max_iterations parameter which can be set to a specific number to prevent runaway processes or set to None for unlimited operations.

What is the difference between an INIT and CONTINUE session?

An INIT session occurs when the manager detects a new project without existing progress logs. A CONTINUE session automatically restores state from tracking files to resume an ongoing task where it last stopped.

How does this skill handle context window limitations?

By managing sessions iteratively, it allows the AI to save its progress, shut down gracefully, and start a fresh session with the restored state, effectively bypassing single-session context limits.

Autonomous Session Manager

Name: Autonomous Session Manager
Author: adaptationio

byadaptationio

0•

Productivity & Workflow

Manages the full lifecycle of autonomous coding sessions by automating initialization, state resumption, and iterative execution flows.

The Autonomous Session Manager is a foundational skill designed to orchestrate complex, long-running autonomous coding tasks by managing session states and transitions. It intelligently detects whether to initialize a new project or resume a previous one by checking for existing feature logs, ensuring that progress is preserved across multiple model iterations. By providing automated session continuation and graceful shutdown procedures, it allows Claude to operate independently over extended periods, maintaining project context and tracking iteration limits for efficient and safe autonomous development workflows.

Key Features

01Iteration and Turn Limit Management

02Graceful Shutdown with Automatic State Saving

03Automatic Session Detection (Init vs. Continue)

04Persistent State Restoration and Progress Tracking

05Configurable Auto-Continuation with Built-in Delays

060 GitHub stars

Use Cases

01Automating the resumption of interrupted coding tasks after tool execution or reboots

02Managing autonomous agent loops for continuous codebase maintenance and feature implementation

03Orchestrating multi-step software development projects that exceed standard context limits

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add adaptationio/skrillz autonomous-session-manager

For use in Claude.ai and ChatGPT

Download Skill