agent-step-sequencerMulti-step scheduler for in-depth agent requests. Detects when user needs multiple steps, suggests plan and waits for confirmation, persists state, and runs heartbeat-aware flow. Use when requests have 3+ actions, sequential dependencies, output dependencies, or high scope/risk.
Install via ClawdBot CLI:
clawdbot install gostlightai/agent-step-sequencerGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 1, 2026
A financial analyst needs a comprehensive report on emerging tech sectors, requiring sequential steps: gather data from multiple APIs, analyze trends, and compile findings into a structured document. The sequencer ensures each step completes with required outputs before proceeding, handling API rate limits with delays.
A development team is migrating a legacy application to a new framework, involving steps like code analysis, refactoring, testing, and deployment. The sequencer manages dependencies between steps, such as requiring test results before deployment, and recovers from failures like build errors autonomously.
A marketing agency produces multi-part campaigns, where steps include topic research, drafting copy, designing visuals, and scheduling posts. The sequencer coordinates these steps with output dependencies, ensuring visuals are ready before scheduling, and handles retries if content sources are unavailable.
A researcher conducts a study requiring steps like literature review, data collection, analysis, and paper writing. The sequencer enforces sequential order, with steps marked done only when required files exist, and prompts the user if data sources fail after retries.
An entrepreneur sets up an online store with steps for product catalog import, payment gateway integration, and SEO optimization. The sequencer handles high-scope tasks by breaking them down, applying delays for API calls, and resuming after interruptions like gateway resets.
Offer the sequencer as a cloud-based service for businesses needing automated multi-step workflows, charging monthly fees based on usage tiers. Revenue comes from subscriptions, with upsells for advanced features like custom integrations and priority support.
Provide the sequencer as part of consulting packages for process automation, helping clients implement it in their existing systems. Revenue is generated through project-based fees and ongoing maintenance contracts for customization and troubleshooting.
License the sequencer technology to large enterprises for internal use, such as in R&D or IT departments, with one-time licensing fees and annual support renewals. Revenue includes upfront payments and recurring support charges for updates and training.
💬 Integration Tip
Ensure the STEP_AGENT_CMD environment variable is correctly set to invoke the agent, and test the heartbeat flow to guarantee seamless recovery from interruptions like gateway resets.
Scored Apr 22, 2026
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