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1593
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Install in OpenClaw
/install plan
Description
Auto-learns when to plan vs execute directly. Adapts planning depth to task type. Improves strategy through outcome tracking.
Usage Guidance
This skill appears coherent and low-risk for its stated purpose. Before installing, confirm two things with the skill author or your admin: (1) where and how outcome/tracking data will be stored (local files, agent workspace, or an external service) and whether those records contain sensitive details you don't want kept; (2) what exactly the 'promotion' / auto-start behavior does and whether you want the agent to be allowed to auto-execute promoted plan types without human confirmation. If you want tighter control, require human validation for promotions or restrict the agent's ability to write persistent records or execute tasks autonomously.
Capability Analysis
Type: OpenClaw Skill
Name: plan
Version: 1.0.0
The skill bundle, consisting of `_meta.json`, `SKILL.md`, `outcomes.md`, and `strategies.md`, is entirely focused on instructing the AI agent on how to improve its own planning, execution, and learning processes. The `SKILL.md` file, which is the primary prompt injection surface, contains no instructions for executing commands, accessing sensitive files, making network requests, exfiltrating data, or any other actions that could be considered malicious or even suspicious. All content is self-referential to the agent's internal meta-cognition and process improvement, posing no security risks to the host system or user data.
Capability Assessment
Purpose & Capability
Name/description (adaptive planning + outcome tracking) match the actual contents: SKILL.md, strategies.md, and outcomes.md provide planning heuristics and tracking templates. The skill declares no binaries, env vars, or installs — consistent with an instruction-only planning helper.
Instruction Scope
Instructions stay within planning/tracking scope and do not direct the agent to read system files, call external endpoints, or access credentials. They are somewhat open-ended about where/how outcomes and tracking data are recorded (templates are provided but no explicit storage path or external endpoint), which could lead different agents to choose local files, a workspace, or external services — the skill does not specify or require any particular destination.
Install Mechanism
No install spec or code files; this is instruction-only, which is the lowest-risk install surface. No downloads, archives, or third-party packages are referenced.
Credentials
The skill requests no environment variables, credentials, or config paths. There are no disproportionate or unexplained secret requests.
Persistence & Privilege
always:false and default autonomous invocation behavior are used. The SKILL.md includes a 'promotion rule' that asks the agent to consider auto-starting certain plan types after multiple successful runs; combined with autonomous invocation, this could lead the agent to begin executing tasks without human validation for promoted types. This is expected behavior for an adaptive planner but worth confirming with policy controls or explicit confirmation steps.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install plan - After installation, invoke the skill by name or use
/plan - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release
Metadata
Frequently Asked Questions
What is Plan?
Auto-learns when to plan vs execute directly. Adapts planning depth to task type. Improves strategy through outcome tracking. It is an AI Agent Skill for Claude Code / OpenClaw, with 1593 downloads so far.
How do I install Plan?
Run "/install plan" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Plan free?
Yes, Plan is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Plan support?
Plan is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Plan?
It is built and maintained by Iván (@ivangdavila); the current version is v1.0.0.
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