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autonomous-skill

Use when user wants to execute long-running tasks that require multiple sessions to complete. This skill manages task decomposition, progress tracking, and autonomous execution using Claude Code headless mode with auto-continuation. Trigger phrases: "autonomous", "long-running task", "multi-session", "自主执行", "长时任务", "autonomous skill".

feiskyer0 source installs☆ 0 Repository stars

Installation

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.

SkillHub CLI

skillhub install feiskyer/autonomous-skill

Inspect the source and compatibility requirements, then follow its installation steps.

Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.

View source ↗Guides

Skill instructions

Autonomous Skill - Long-Running Task Execution

Execute complex, long-running tasks across multiple sessions using a dual-agent pattern (Initializer + Executor) with automatic session continuation.

Directory Structure

All task data is stored in .autonomous/<task-name>/ under the project root:

project-root/
└── .autonomous/
    ├── build-rest-api/
    │   ├── task_list.md
    │   └── progress.md
    ├── refactor-auth/
    │   ├── task_list.md
    │   └── progress.md
    └── ...

This allows multiple autonomous tasks to run in parallel without conflicts.

Workflow Overview

User Request → Generate Task Name → Create .autonomous/<task-name>/ → Execute Sessions

Step 1: Initialize Task Directory

Generate a task name from user's description and create the directory:

# Generate task name (lowercase, hyphens, max 30 chars)
# Example: "Build a REST API for todo app" → "build-rest-api-todo"
TASK_NAME=$(echo "$USER_TASK" | tr '[:upper:]' '[:lower:]' | sed 's/[^a-z0-9]/-/g' | sed 's/--*/-/g' | cut -c1-30 | sed 's/-$//')

# Create task directory
TASK_DIR=".autonomous/$TASK_NAME"
mkdir -p "$TASK_DIR"

echo "Task directory: $TASK_DIR"

Step 2: Analyze Current State

Check if this is a new task or continuation:

TASK_DIR=".autonomous/$TASK_NAME"

# Look for existing task list
if [ -f "$TASK_DIR/task_list.md" ]; then
  echo "=== CONTINUATION MODE ==="
  echo "Found existing task at: $TASK_DIR"

  # Show progress summary
  TOTAL=$(grep -c '^\- \[' "$TASK_DIR/task_list.md" 2>/dev/null || echo "0")
  DONE=$(grep -c '^\- \[x\]' "$TASK_DIR/task_list.md" 2>/dev/null || echo "0")
  echo "Progress: $DONE/$TOTAL tasks completed"

  # Show recent progress notes
  echo ""
  echo "=== Recent Progress ==="
  head -50 "$TASK_DIR/task_list.md"
else
  echo "=== NEW TASK MODE ==="
  echo "Creating new task at: $TASK_DIR"
  mkdir -p "$TASK_DIR"
fi

Step 3: Choose Agent Mode

For NEW Tasks (Initializer Mode)

If task_list.md does N...

Source information

Source
github
Repository
openclaw/skills
Path
skills/feiskyer/autonomous-skill
Version
—
Commit
2d1425b20b23895bf165ab062c0d4c6b7bc9a11c
Classification source
rules
Status
active
Visibility
public

These signals come from indexed source analysis and may lag behind changes. Check the current source files.

Extracted content

SKILL.md
# Autonomous Skill - Long-Running Task Execution

Execute complex, long-running tasks across multiple sessions using a dual-agent pattern (Initializer + Executor) with automatic session continuation.

## Directory Structure

All task data is stored in `.autonomous/<task-name>/` under the project root:

```
project-root/
└── .autonomous/
    ├── build-rest-api/
    │   ├── task_list.md
    │   └── progress.md
    ├── refactor-auth/
    │   ├── task_list.md
    │   └── progress.md
    └── ...
```

This allows multiple autonomous tasks to run in parallel without conflicts.

## Workflow Overview

```
User Request → Generate Task Name → Create .autonomous/<task-name>/ → Execute Sessions
```

## Step 1: Initialize Task Directory

Generate a task name from user's description and create the directory:

```bash
# Generate task name (lowercase, hyphens, max 30 chars)
# Example: "Build a REST API for todo app" → "build-rest-api-todo"
TASK_NAME=$(echo "$USER_TASK" | tr '[:upper:]' '[:lower:]' | sed 's/[^a-z0-9]/-/g' | sed 's/--*/-/g' | cut -c1-30 | sed 's/-$//')

# Create task directory
TASK_DIR=".autonomous/$TASK_NAME"
mkdir -p "$TASK_DIR"

echo "Task directory: $TASK_DIR"
```

## Step 2: Analyze Current State

Check if this is a new task or continuation:

```bash
TASK_DIR=".autonomous/$TASK_NAME"

# Look for existing task list
if [ -f "$TASK_DIR/task_list.md" ]; then
  echo "=== CONTINUATION MODE ==="
  echo "Found existing task at: $TASK_DIR"

  # Show progress summary
  TOTAL=$(grep -c '^\- \[' "$TASK_DIR/task_list.md" 2>/dev/null || echo "0")
  DONE=$(grep -c '^\- \[x\]' "$TASK_DIR/task_list.md" 2>/dev/null || echo "0")
  echo "Progress: $DONE/$TOTAL tasks completed"

  # Show recent progress notes
  echo ""
  echo "=== Recent Progress ==="
  head -50 "$TASK_DIR/task_list.md"
else
  echo "=== NEW TASK MODE ==="
  echo "Creating new task at: $TASK_DIR"
  mkdir -p "$TASK_DIR"
fi
```

## Step 3: Choose Agent Mode

### For NEW Tasks (Initializer Mode)

If `task_list.md` does N...

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