Agent Skills: Autonomous Session Manager

Session lifecycle management for autonomous coding. Use when starting new coding sessions, resuming work, detecting session type (init vs continue), or managing auto-continuation between sessions.

UncategorizedID: adaptationio/skrillz/autonomous-session-manager

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pnpm dlx add-skill https://github.com/adaptationio/Skrillz/tree/HEAD/.claude/skills/autonomous-session-manager

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.claude/skills/autonomous-session-manager/SKILL.md

Skill Metadata

Name
autonomous-session-manager
Description
Session lifecycle management for autonomous coding. Use when starting new coding sessions, resuming work, detecting session type (init vs continue), or managing auto-continuation between sessions.

Autonomous Session Manager

Manages session lifecycle for autonomous coding operations - creation, resumption, detection, and auto-continuation.

Quick Start

Detect Session Type

from scripts.session_detector import detect_session_type, SessionType

session_type = detect_session_type(project_dir)
if session_type == SessionType.INIT:
    # First run - need to initialize
    pass
else:
    # Continuation - resume previous work
    pass

Create New Session

from scripts.session_manager import SessionManager

async with SessionManager(project_dir, model="claude-sonnet-4-5-20250929") as session:
    result = await session.run(prompt)

Auto-Continue After Session

from scripts.auto_continue import auto_continue

# Automatically start next session after 3 second delay
await auto_continue(delay_seconds=3)

Session Workflow

┌─────────────────────────────────────────────────────────────┐
│                    SESSION LIFECYCLE                         │
├─────────────────────────────────────────────────────────────┤
│                                                              │
│  1. DETECT SESSION TYPE                                      │
│     ├─ Check for feature_list.json                          │
│     ├─ If missing → INIT session                            │
│     └─ If exists → CONTINUE session                         │
│                                                              │
│  2. CREATE SESSION                                           │
│     ├─ Initialize SDK client                                │
│     ├─ Configure tools and permissions                      │
│     └─ Set working directory                                │
│                                                              │
│  3. RUN SESSION                                              │
│     ├─ Execute prompt (initializer or coding)               │
│     ├─ Handle tool calls                                    │
│     └─ Capture results                                      │
│                                                              │
│  4. END SESSION                                              │
│     ├─ Save state                                           │
│     ├─ Check completion status                              │
│     └─ Trigger auto-continue or shutdown                    │
│                                                              │
└─────────────────────────────────────────────────────────────┘

Key Features

| Feature | Description | |---------|-------------| | Session Detection | Automatically determines if INIT or CONTINUE | | State Restoration | Reads progress files at session start | | Auto-Continue | Configurable delay between sessions | | Graceful Shutdown | Saves state before termination | | Iteration Tracking | Counts sessions for limits |

Configuration

# Session configuration
SESSION_CONFIG = {
    "model": "claude-sonnet-4-5-20250929",
    "max_turns": 1000,
    "continue_delay": 3,  # seconds
    "max_iterations": None,  # None = unlimited
}

Integration Points

  • context-state-tracker: Provides state persistence
  • security-sandbox: Provides command validation
  • autonomous-loop: Uses session manager for continuous operation

References

  • references/SESSION-LIFECYCLE.md - Detailed lifecycle documentation
  • references/CONFIGURATION.md - Configuration options

Scripts

  • scripts/session_manager.py - Core SessionManager class
  • scripts/session_detector.py - Session type detection
  • scripts/auto_continue.py - Auto-continuation logic