Overview
- Skill Key
- feiskyer/autonomous-skill
- Author
- feiskyer
- Source Repo
- openclaw/skills
- Version
- -
- Source Path
- skills/feiskyer/autonomous-skill
- Latest Commit SHA
- 2d1425b20b23895bf165ab062c0d4c6b7bc9a11c
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".
Stars
0
Installs
0
Status
ACTIVE
Visibility
PUBLIC
直接复制以下提示词,发送给你的 AI 助手即可完成安装。
请先检查是否已安装 SkillHub 商店,若未安装,请根据 https://skillhub-1388575217.cos.ap-guangzhou.myqcloud.com/install/skillhub.md 安装 SkillHub 商店,然后安装 autonomous-skill 技能。 若已安装,则直接安装 autonomous-skill 技能。
# 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...
human-pages-ai
Search and hire real humans for tasks — photography, delivery, research, and more
zseven-w
Reusable skill templates for OpenClaw AI agents. Templates for API integration, data processing, web scraping, CLI tools, and file processing.
capt-marbles
Attio CRM integration for managing companies, people, deals, notes, tasks, and custom objects. Use when working with Attio CRM data, searching contacts, managing sales pipelines, adding notes to records, creating tasks, or syncing prospect information.
capt-marbles
Web scraping and crawling with Firecrawl API. Fetch webpage content as markdown, take screenshots, extract structured data, search the web, and crawl documentation sites. Use when the user needs to scrape a URL, get current web info, capture a screenshot, extract specific data from pages, or crawl docs for a framework/library.
caqlayan
Tweet Processor Skill
carlosarturoleon
Connect to Windsor.ai MCP for natural language access to 325+ data sources including Facebook Ads, GA4, HubSpot, Shopify, and more.