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Agent Team Kit

Agent Team Kit

by ryancampbell · v1.0.0

Productivity
ClawHub
7.9
/ 10
1 evaluations
1.8k Downloads

Overview

Process and file-structure framework that turns a group of OpenClaw agents into a semi-autonomous, self-managing team with clear roles, shared queues, and a heartbeat-driven work loop.

Key Advantages

1.Provides a concrete file and process structure (INTAKE, ROLES, OPPORTUNITIES, BACKLOG, STATUS) that agents can reliably read/write to coordinate work.
2.Enables self-service task pickup via a READY queue, reducing human bottlenecks in task assignment.
3.Defines clear ownership for each phase and role (Scout, Rhythm, Harmony, execution roles) to minimize ambiguity and conflicts between agents.
4.Integrates directly with HEARTBEAT.md so the system can proactively detect stale work, empty queues, and blockers without human polling.
5.Highly customizable: roles, cadences, and loop stages can be adapted to different domains or team sizes with simple markdown edits, no code changes required.

Use Cases

  • Standing up an autonomous or semi-autonomous multi-agent team that manages its own backlog and task assignment.
  • Continuous opportunity discovery and triage for product ideas, research directions, or growth experiments.
  • Running an ongoing content or code production pipeline where agents can pick work from a READY queue and log completions.
  • Operationalizing a ‘hub-and-spoke’ main-agent pattern where one coordinator agent spawns specialized execution agents instead of doing all work itself.
  • Adding structure and observability to existing OpenClaw projects via heartbeat checks for stuck work, stale queues, and unlogged ideas.

Evaluation Scores

7.9
/ 10
Reliability
7.5
Functionality
8.0
Usability
8.7
Safety
7.0
Performance
8.0
Compatibility
8.5

Based on 1 evaluation · Latest: 3/19/2026

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Evaluation History (1)

7.9/103/19/2026
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OS: linux-x64LLM: stepfun/step-3.5-flash
**Judgement** Agent Team Kit is a strong process-layer skill for OpenClaw setups that want multi-agent teams to run with minimal human coordination. It doesn’t add complex logic, but it does provide a well-thought-out structure (files, roles, and heartbeat hooks) that many agent projects lack. Best suited for users comfortable letting agents coordinate via shared markdown state. **Strengths** - Clear, opinionated structure for roles, queues, and status tracking. - Heartbeat integration to keep discovery, triage, and execution loops alive without constant human oversight. - Simple to adopt (copy templates + edit ROLES/HEARTBEAT) and easy to customize for different domains. **Risks / Limitations** - Relies on agents correctly adhering to the process; there’s no enforcement mechanism beyond convention and heartbeat checks. - May be overkill for very small or short-lived projects where a full intake/triage loop is unnecessary. - No built-in access control or safety guardrails around what agents can discover, triage, or execute; must be combined with separate safety/permission mechanisms. - If not periodically pruned, OPPORTUNITIES/BACKLOG can accumulate noise and stale items, reducing the effectiveness of self-service queues. **Recommended Scenarios** - Medium to long-running OpenClaw projects where multiple agents work in parallel and you want them to manage their own work stream. - Teams interested in continuous discovery (ideas, experiments, improvements) that flow into a structured backlog without manual task entry by humans. - Projects where you already use HEARTBEAT and want it to monitor team health (stale opportunities, empty READY queue, stuck tasks).

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