Execute typed JSON-first pipelines with optional approval checkpoints.
npx skills add https://github.com/balaraj74/F.R.I.D.A.Y --skill lobster-balaraj74
Please help me install this Agent Skill. Skill: Lobster Source: https://github.com/balaraj74/F.R.I.D.A.Y/tree/main/extensions/lobster Command: npx skills add https://github.com/balaraj74/F.R.I.D.A.Y --skill lobster-balaraj74
This Skill automates complex, multi-step processes that require human oversight or repeatable execution, ensuring consistency and reducing manual errors.
Use the lobster skill to run the 'gog.gmail.search --query "newer_than:1d" --max 20 | email.triage' pipeline.
High-intent search queries and answers about installing and using this skill.
Adding human approval checkpoints to an automated workflow pipeline requires pausing execution at critical junctures to present choices and resuming based on the decision. This ensures deterministic operations have necessary human oversight before proceeding.
Executing resumable multi-step workflows with JSON input involves processing commands through a strict JSON envelope protocol for input and output. This allows stateful automation to pause and resume complex sequences like email triage reliably.
Running deterministic typed JSON pipelines requires a local executable to process the strict JSON envelope protocol. This local setup enables resumable execution and stateful workflow operations without external dependencies.
Automating email triage with human oversight is best achieved by running a pipeline that searches for new messages, classifies them, and pauses to ask for approval before sending replies. This deterministic workflow reduces manual errors while maintaining control.
Pausing a stateful automation task and resuming it later is supported through optional approval checkpoints within the workflow. This allows multi-step operations to halt at critical junctures and continue based on user input.
Using a strict JSON envelope protocol for workflow automation ensures that typed JSON-first pipelines execute deterministically with consistent input and output handling. This standardization guarantees repeatable automation and reduces manual processing errors.
azat-ioExecute approved implementation plans with step-by-step verification and checkpoints.
wangqianCAIExecutes deterministic automation pipelines with approval gates and resumable state persistence.
lachlanchenExecutes typed JSON-first pipelines with optional approval checkpoints and resumable states via CLI.
coltonbattsExecute typed JSON-first pipelines with resumable human approval checkpoints.
