Execute multi-step JSON-first workflows with human approval checkpoints.
npx skills add https://github.com/Clawdi-AI/openclaw --skill lobster-workflow-clawdi-ai
Please help me install this Agent Skill. Skill: Lobster Workflow Source: https://github.com/Clawdi-AI/openclaw/tree/main/extensions/lobster Command: npx skills add https://github.com/Clawdi-AI/openclaw --skill lobster-workflow-clawdi-ai
This Skill automates complex, multi-step processes that require human oversight or repeatable actions, ensuring deterministic execution and providing clear checkpoints for approval.
Use the lobster skill to run the pipeline 'gog.gmail.search --query "newer_than:1d" --max 20 | email.triage'.
High-intent search queries and answers about installing and using this skill.
You can automate a multi-step workflow with human approval checkpoints by defining a typed JSON-first pipeline that pauses execution for user confirmation before critical actions, resuming via a token after approval.
A typed JSON-first pipeline for deterministic automation is a structured execution sequence that processes commands and data predictably, ensuring repeatable multi-step operations like email triaging, monitoring, and synchronization.
To triage incoming emails automatically, run a pipeline command that searches for new emails and classifies them, such as using a query to fetch recent messages and pipe them to an email triaging module.
Yes, you can resume a paused workflow operation after providing approval by using a specific token to continue the deterministic execution of the pipeline from the checkpoint where it halted.
Yes, this workflow orchestration supports integration with external tools for complex automation by using invocation commands to connect and orchestrate actions across different components within the pipeline.
You should use approval gates in an automated pipeline before critical actions, such as sending replies or performing synchronization, to ensure deterministic execution while maintaining human oversight over sensitive operations.
linuxhsjExecute multi-step workflows with typed JSON pipelines and approval checkpoints.
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