humanpages
Search and hire real humans for tasks — photography, delivery, research, and more
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".
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-skillInspect 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.
Execute complex, long-running tasks across multiple sessions using a dual-agent pattern (Initializer + Executor) with automatic session continuation.
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.
User Request → Generate Task Name → Create .autonomous/<task-name>/ → Execute Sessions
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: $TASK_DIR"
Check if this is a new task or continuation:
TASK_DIR=".autonomous/$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
If task_list.md does N...
These signals come from indexed source analysis and may lag behind changes. Check the current source files.
# 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...Search and hire real humans for tasks — photography, delivery, research, and more
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