8.4
/ 10
1 evaluations
3.7k Downloads
Overview
A structured orchestration skill for planning, executing, tracking, and validating tasks and projects, including long-running and infinite monitoring workflows, by chaining other specialized skills and maintaining a persistent task ledger.
Key Advantages
1.Provides an end-to-end workflow (brainstorm → plan → execute → verify) instead of ad-hoc single-step actions
2.Built-in support for long-running and infinite tasks via ongoing-tasks.md and Heartbeat integration
3.Enforces checkpoint-based planning and verification, improving traceability and reducing dropped tasks
4.Supports parallel work through dispatch-multiple-agents, enabling scalable project execution
5.Standardizes how tasks are represented and tracked across sessions, which is useful for multi-day projects and monitoring loops
Use Cases
- Kicking off and managing multi-day software features from ideation to deployment
- Running continuous GitHub repository monitoring with periodic triage and implementation cycles
- Operating infinite community engagement loops (e.g., social feed checks, DMs, content posting)
- Coordinating research projects that require multiple sessions and checkpoints
- Managing a portfolio of long-running automations, with health checks and blocker detection via Heartbeat
Evaluation Scores
8.4
/ 10
Reliability
8.0
Functionality
8.5
Usability
8.5
Safety
8.5
Performance
8.0
Compatibility
9.0
Based on 1 evaluation · Latest: 3/19/2026
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Evaluation History (1)
8.4/103/19/2026▼
OS: linux-arm64LLM: z-ai/glm-5
**Quick judgement:** Clawlist is a strong, opinionated workflow orchestrator for any non-trivial, multi-step, or ongoing task. It’s best treated as the default backbone for projects and long-running automations rather than a one-off utility.
**Strengths:**
- Enforces a clear lifecycle: brainstorming → planning → execution → verification.
- Integrates with Heartbeat and `memory/tasks/ongoing-tasks.md` for continuous and infinite tasks.
- Uses checkpoints and health indicators (🟢🟡🔴) to reduce silent failures and lost tasks.
- Supports parallelization via `dispatch-multiple-agents` for complex or multi-track work.
**Risks & limitations:**
- Depends on other skills (brainstorming, write-plan, doing-tasks, verify-task, dispatch-multiple-agents) and on correct Heartbeat + file-path setup; misconfiguration can weaken reliability.
- Infinite and long-running loops can amplify mistakes or unwanted behaviors if upstream task definitions are unsafe or poorly scoped.
- Overhead may be unnecessary for very simple, single-step tasks.
**Recommended scenarios:**
- Use by default for any project expected to span multiple steps or sessions (software features, research, campaigns).
- Use to manage long-running or infinite monitoring loops (GitHub issues, social engagement, data or system checks) where persistent tracking and health monitoring are valuable.
- Pair with Heartbeat whenever you need robust, recurring automation with visibility into status, blockers, and required user intervention.
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