deterministic-controllerDeterministic, evidence-gated controller templates for OpenClaw enabling repeatable orchestration loops with heartbeat, cron poll, and sprint planning.
Install via ClawdBot CLI:
clawdbot install variable190/deterministic-controllerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 22, 2026
A development team uses the deterministic controller to orchestrate OpenClaw for managing agile sprints. It ensures repeatable heartbeat cycles for task updates and cron polls for backlog grooming, with evidence-gated completion to track deliverables via artifact paths. This is ideal for maintaining a lean portfolio queue in ACTIVITIES.md and importing sprint plans from external tools.
A marketing agency employs this skill to coordinate OpenClaw for executing multi-channel campaigns. The deterministic loop handles heartbeat prompts for progress checks and cron polls for audience engagement data, with evidence gating to verify content creation artifacts. It supports importing campaign plans via Plan Path for structured workflow management.
Academic or corporate research teams utilize the controller to manage OpenClaw for iterative research projects. It provides a repeatable orchestration loop for heartbeat updates on experiments and cron polls for data collection, with evidence gating to ensure all research artifacts are documented before marking tasks as done. This helps maintain a focused activities queue.
A customer support department implements this skill to automate OpenClaw for handling ticket queues. The deterministic controller manages heartbeat prompts for agent check-ins and cron polls for new ticket imports, with evidence gating to require resolution artifacts before closing cases. It integrates with external sprint plans for priority management.
A software-as-a-service company offers this deterministic controller as part of a premium automation toolkit. Customers pay a monthly fee for access to templates and docs that enhance OpenClaw's orchestration capabilities, generating revenue through tiered subscriptions based on usage levels and support services.
A consulting firm provides implementation and customization services for the deterministic controller skill. They help clients integrate the templates into their OpenClaw setups, offering one-time project fees or retainer-based support for ongoing maintenance and optimization of the orchestration workflows.
A tech startup distributes the deterministic controller as a free, open-source skill to attract users to their platform. Revenue is generated by upselling premium features, such as advanced analytics or automated configuration tools, while the core templates remain accessible to all users for basic orchestration needs.
💬 Integration Tip
Manually copy templates into your workspace and configure openclaw.json with heartbeat prompts, as this skill does not auto-install; refer to docs for cron payload and config snippets.
Scored Apr 19, 2026
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Calendar management and scheduling. Create events, manage meetings, and sync across calendar providers.
Sync and query CalDAV calendars (iCloud, Google, Fastmail, Nextcloud, etc.) using vdirsyncer + khal. Works on Linux.
Manage tasks and projects in Todoist. Use when user asks about tasks, to-dos, reminders, or productivity.
日历管理技能 - 让 AI 能够读取日程、创建事件、设置提醒。当用户要求查看日程、添加日历事件、提醒 upcoming events 时触发此技能。
Use when you have a written implementation plan to execute in a separate session with review checkpoints