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".
Suivez les instructions du dépôt pour votre agent. Consultez les fichiers et dépendances avant l’installation.
SkillHub CLI
skillhub install feiskyer/autonomous-skillExaminez la source et la compatibilité, puis suivez les étapes d’installation.
Donnez le lien à votre agent et demandez-lui d’examiner instructions et dépendances avant d’expliquer les étapes.
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...
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# 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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