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Install in OpenClaw
/install openclaw-task-executor
Description
Classifies tasks by complexity, plans execution, spawns and monitors subagents as needed, and reports progress and results continuously.
Usage Guidance
This skill is internally consistent for orchestrating and monitoring subagents, but it gives the agent broad runtime discretion: it asks the agent to read repo files and configs and to spawn/monitor subagents with aggressive retry/reporting rules. Before installing, confirm these operational controls: limit which workspace paths the skill may read, set timeouts and retry caps for subagents, confirm what 'TOM' means in your environment, and verify platform session APIs (sessions_spawn, sessions_send, etc.) to ensure they don't expose data to unexpected destinations. Run initial tests in a restricted environment and monitor resource usage and logs. If you need stricter confinement, require an approval step before any sensitive file reads or subagent spawns.
Capability Analysis
Type: OpenClaw Skill
Name: openclaw-task-executor
Version: 1.0.0
The skill bundle defines a standard operational workflow and protocol for task execution and subagent management within the OpenClaw environment. The instructions in SKILL.md emphasize structured planning, progress reporting, and explicitly require authorization for sensitive operations, showing no signs of malicious intent, data exfiltration, or harmful prompt injection.
Capability Assessment
Purpose & Capability
Name/description claim: classify tasks, plan, spawn/monitor subagents, and report — matches the SKILL.md which specifies classification rules, plan→spawn→monitor→report flow, and explicit platform session API operations (sessions_spawn, sessions_history/list, sessions_send). No unrelated binaries/envs/install steps are requested.
Instruction Scope
Instructions explicitly tell the agent to read local code and configuration (docs/tools/exec*.md, openclaw.json) and to spawn and monitor subagents. Reading local repo/config files is reasonable for planning/exec, but it grants the agent broad read access to the workspace. The skill also prescribes aggressive behaviors (auto-retry on timeout, 'never give up') and frequent reporting (every 30–60s) which can cause heavy activity if not rate-limited.
Install Mechanism
Instruction-only skill with no install spec and no code files. Low installation risk: nothing is written to disk by an installer.
Credentials
No environment variables, credentials, or config paths are required by the metadata. The SKILL.md references local files and platform session APIs, which is consistent with its purpose; it does not request unrelated secrets.
Persistence & Privilege
always is false and model invocation is allowed (default). The skill relies on spawning subagents but does not request permanent inclusion or to modify other skills/config. Autonomous invocation is normal; however, the combination of autonomous subagent spawning plus aggressive retry/report policies increases operational blast radius and should be governed by platform limits.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install openclaw-task-executor - After installation, invoke the skill by name or use
/openclaw-task-executor - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of openclaw-task-executor with "The Executor Protocol"
- Introduces clear task classification (Simple, Medium, Complex) and requirements for planning before execution
- Defines strict prohibitions and workflow standards for task management, reporting, retries, and monitoring
- Establishes protocol for subagent usage and parallel execution limits
- Details OpenClaw code review standards, including specific documentation and configuration checks
Metadata
Frequently Asked Questions
What is Openclaw Task Executor?
Classifies tasks by complexity, plans execution, spawns and monitors subagents as needed, and reports progress and results continuously. It is an AI Agent Skill for Claude Code / OpenClaw, with 78 downloads so far.
How do I install Openclaw Task Executor?
Run "/install openclaw-task-executor" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Openclaw Task Executor free?
Yes, Openclaw Task Executor is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Openclaw Task Executor support?
Openclaw Task Executor is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Openclaw Task Executor?
It is built and maintained by TOMUIV (@tomuiv); the current version is v1.0.0.
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