Execute multi-step automation workflows with approval checkpoints and resumable continuation.
npx skills add https://github.com/chiragborse1/KovaLab --skill lobster-chiragborse1
Please help me install this Agent Skill. Skill: Lobster Source: https://github.com/chiragborse1/KovaLab/tree/main/extensions/lobster Command: npx skills add https://github.com/chiragborse1/KovaLab --skill lobster-chiragborse1
Lobster reduces risky, one-off automation by providing deterministic, multi-step workflows that can pause for human approval and then resume safely, instead of running side effects immediately.
Primary use cases include triage and monitoring workflows (e.g., email triage, PR monitoring) where actions may require a human “yes” before execution.
Ask Kova to run an approval-gated Lobster pipeline that triages recent emails and pauses for confirmation before sending any replies.
High-intent search queries and answers about installing and using this skill.
Approval checkpoints pause workflow execution before side-effectful actions like sending or deleting, returning a structured JSON envelope with requiresApproval status and a resume token. You review the pending action, then use the token to continue the deterministic pipeline safely from that exact point.
Deterministic pipeline execution ensures repeated workflow runs produce consistent outcomes by avoiding LLM variance inside the steps. You need it for stateful, repeatable automation like scheduled monitoring or email triage where reliable, typed JSON inputs and outputs are critical.
You integrate structured JSON envelopes by parsing the typed protocol payload containing ok, status, output, and requiresApproval fields returned by the workflow. This JSON-first format provides reliable integration points for monitoring pipeline status and handling approval gates.
Yes, resumable pipelines support scheduled monitoring with conditional actions by executing deterministic workflows that pause at approval gates before side effects. This allows safe, stateful monitoring of PRs or emails where actions require a human yes before execution.
Approval-gated JSON pipelines require explicit human intervention at checkpoints, which can delay time-sensitive automated actions. They also rely on typed JSON inputs and resume tokens, meaning improperly formatted data or lost tokens will halt deterministic workflow continuation.
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