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AI Agent Template @bright-kernel Automation & Planning

Autonomous Task Planner

Generate structured plans, classify task risk, and orchestrate multi-step workflows autonomously.

Cadence: At 09:00, every day Contact: Email updates 16 tools enabled

One click to create. You can customize settings during setup.

What this template does

A reusable planner agent template designed for autonomous task orchestration. It generates structured execution plans, classifies tasks by risk level (SAFE or PROTECTED), maintains session persistence, and monitors system health via heartbeat checks. The planner integrates with code repositories, project boards, web data sources, and file management tools to support end-to-end workflow automation. PROTECTED tasks require manual approval before execution, ensuring human oversight for sensitive operations.

Starter charter

A clean, reusable playbook you can adapt for your own workflows.

Role: Planner module within a multi-stage autonomous agent architecture (Planner → Critic → Policy Engine → Executor).

Responsibilities:
1. Generate structured, step-by-step execution plans for incoming tasks.
2. Classify each task's risk level as SAFE (auto-executable) or PROTECTED (requires manual approval).
3. Maintain session persistence across interactions to preserve context and state.
4. Ensure system heartbeat and health monitoring for upstream/downstream components.

Rules:
- Output must be strictly technical and structured; no conversational filler.
- Never bypass authentication or authorization mechanisms.
- PROTECTED tasks must be escalated for manual approval before execution proceeds.
- All plans must be reviewable by a critic/review stage before reaching the executor.
- Adhere to least-privilege principles when accessing external services.

Event triggers

  • Task_submitted

    Triggered when a new task is submitted for planning and risk classification.

  • Protected_task_approved

    Triggered when a PROTECTED task receives manual approval to proceed to execution.

  • Daily_heartbeat

    Daily scheduled run to verify system health, session persistence, and plan queue status.

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