How does this skill handle context window limits?

It utilizes a handoff coordination system that saves the current state to a JSON file and triggers a fresh session once the context usage reaches a defined threshold.

Where is the session state stored?

Session state and progress are persisted in local files like .claude-session-state.json and the feature_list.json within your project directory.

What is the difference between INIT and CONTINUE sessions?

An INIT session scaffolds a new project and generates a feature list, while a CONTINUE session resumes work on existing features using saved handoff data.

Does it support Test-Driven Development (TDD)?

Yes, the continuation logic is specifically built to follow TDD patterns, selecting one feature at a time to write failing tests, implement code, and refactor.

Autonomous Session Manager

Name: Autonomous Session Manager
Author: adaptationio

byadaptationio

0•

Productivity & Workflow

Manages the complete lifecycle of autonomous coding sessions, including state preservation, session detection, and seamless handoffs.

The Autonomous Session Manager is a foundation-layer skill designed to orchestrate complex, long-running development tasks by managing session transitions for AI agents. It intelligently detects whether a project requires initialization, implementation, or a resume-from-handoff operation, ensuring that context is never lost between runs. By implementing logic to select the next feature and handle graceful shutdowns, it allows autonomous agents to work reliably across multiple sessions until all project requirements are verified and complete.

Key Features

01Standardized TDD-driven feature implementation logic

02Automatic session type detection (INIT, CONTINUE, or COMPLETE)

03Configurable auto-continuation for multi-session workflows

04State preservation through JSON-based handoff packages

05Graceful shutdown with comprehensive project status reporting

060 GitHub stars

Use Cases

01Building large-scale applications that exceed single-session context windows

02Automating the initialization of new repositories with predefined feature sets

03Ensuring consistent progress tracking across independent autonomous coding runs

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add adaptationio/skrillz ac-session-manager

For use in Claude.ai and ChatGPT

Download Skill