lobsterLobster workflow runtime for deterministic pipelines with approval gates. Use when: (1) Running multi-step automations that need human approval before side effects, (2) Monitoring PRs/issues for changes, (3) Processing data through typed JSON pipelines, (4) Email triage or batch operations, (5) Any workflow that should halt and ask before acting. Lobster saves tokens by running deterministic pipelines instead of re-planning each step.
Install via ClawdBot CLI:
clawdbot install guwidoe/lobsterGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/guwidoe/lobster-skillAudited Apr 17, 2026 · audit v1.0
Generated Mar 1, 2026
Monitor GitHub pull requests for changes and automatically notify teams when a PR requires review or has been updated. This workflow uses stateful diffing to only alert on new changes, reducing noise and ensuring timely code reviews.
Process incoming emails in batches, filter for specific keywords or senders, and require human approval before sending automated responses or forwarding to relevant departments. This ensures compliance and prevents accidental communication.
Extract order data from APIs, transform it into a standardized JSON format, and apply approval gates before updating inventory or triggering shipment notifications. This reduces errors in fulfillment processes.
Automatically scan transaction logs for anomalies, group results by risk level, and halt for manager approval before flagging suspicious activities. This integrates deterministic checks with human oversight for regulatory compliance.
Fetch user-generated content from social media platforms, filter for inappropriate material using predefined rules, and require moderator approval before taking actions like removal or warnings, ensuring consistent policy enforcement.
Offer Lobster as a cloud-based service with tiered pricing based on workflow complexity and usage volume. Provide managed state storage and integration support, targeting enterprises needing scalable automation with approval gates.
Provide consulting services to design and implement custom Lobster workflows for specific industries, such as finance or healthcare. Offer training, support, and tailored integrations with existing tools like GitHub or email systems.
Distribute Lobster as open-source software to build a community, while monetizing through premium features like advanced analytics, enterprise-grade security, and dedicated support. Encourage contributions and extensions via the GitHub repository.
💬 Integration Tip
Set up environment variables like CLAWD_URL and CLAWD_TOKEN for seamless integration with Clawdbot tools, and use workflow files for reusable, complex pipelines to save development time.
Scored Apr 19, 2026
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