assimilate-popular-wor…
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@a5c-aiInstall SkillAutomation
Skill
/langgraph-hitl
Human-in-the-loop integration for LangGraph workflows with approval and intervention points
Claude Code
$ npx -y skills add a5c-ai/babysitter --skill langgraph-hitl --agent claude-code
Codex
$ npx skills add a5c-ai/babysitter --skill langgraph-hitl -a codex -y
Cursor
$ npx skills add a5c-ai/babysitter --skill langgraph-hitl -a cursor -y
Gemini CLI
$ npx skills add a5c-ai/babysitter --skill langgraph-hitl -a gemini-cli -y
GitHub Copilot
$ npx skills add a5c-ai/babysitter --skill langgraph-hitl -a github-copilot -y
OpenCode
$ npx skills add a5c-ai/babysitter --skill langgraph-hitl -a opencode -y
Windsurf
$ npx skills add a5c-ai/babysitter --skill langgraph-hitl -a windsurf -y
SKILL.md
langgraph-hitl.SKILL.mdname: langgraph-hitl
description: Human-in-the-loop integration for LangGraph workflows with approval and intervention points
allowed-tools:
- Read
- Write
- Edit
- Bash
- Glob
- Grep
graph:
domains: [domain:software-engineering]
specializations: [specialization:ai-agents-conversational]
skillAreas: [skill-area:agentic-loops, skill-area:multi-agent-coordination]
roles: [role:ml-engineer, role:backend-engineer]
workflows: [workflow:feature-development, workflow:ml-model-lifecycle]
LangGraph Human-in-the-Loop Skill
Capabilities
- Implement interrupt points in LangGraph workflows
- Configure human approval gates
- Design intervention interfaces
- Handle workflow resumption after human input
- Implement timeout and escalation logic
- Create notification systems for pending approvals
Target Processes
- langgraph-workflow-design
- tool-safety-validation
Implementation Details
HITL Patterns
1. **Interrupt Before**: Pause before node execution 2. **Interrupt After**: Pause after node for review 3. **Conditional Interrupt**: Context-based pausing 4. **Tool Call Approval**: Review tool invocations
Configuration Options
- Interrupt node selection
- Approval timeout settings
- Escalation paths
- Notification channels
- State modification permissions
Best Practices
- Clear approval prompts
- Reasonable timeout defaults
- Proper escalation chains
- Audit logging for approvals
Dependencies
- langgraph
- langgraph-checkpoint (for persistence)
Read more
name: langgraph-hitl description: Human-in-the-loop integration for LangGraph workflows with approval and intervention points allowed-tools: - Read - Write - Edit - Bash - Glob - Grep graph: domains: [domain:software-engineering] specializations: [specialization:ai-agents-conversational] skillAreas: [skill-area:agentic-loops, skill-area:multi-agent-coordination] roles: [role:ml-engineer, role:backend-engineer] workflows: [workflow:feature-development, workflow:ml-model-lifecycle]
LangGraph Human-in-the-Loop Skill
Capabilities
- Implement interrupt points in LangGraph workflows
- Configure human approval gates
- Design intervention interfaces
- Handle workflow resumption after human input
- Implement timeout and escalation logic
- Create notification systems for pending approvals
Target Processes
- langgraph-workflow-design
- tool-safety-validation
Implementation Details
HITL Patterns
1. **Interrupt Before**: Pause before node execution 2. **Interrupt After**: Pause after node for review 3. **Conditional Interrupt**: Context-based pausing 4. **Tool Call Approval**: Review tool invocations
Configuration Options
- Interrupt node selection
- Approval timeout settings
- Escalation paths
- Notification channels
- State modification permissions
Best Practices
- Clear approval prompts
- Reasonable timeout defaults
- Proper escalation chains
- Audit logging for approvals
Dependencies
- langgraph
- langgraph-checkpoint (for persistence)
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Questions about langgraph-hitl.
- Which coding agents can use langgraph-hitl?
- langgraph-hitl installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.