← Back to Skills Marketplace
Skill Learner
by
noahfleming
· GitHub ↗
· v1.0.0
· MIT-0
281
Downloads
1
Stars
1
Active Installs
1
Versions
Install in OpenClaw
/install skill-learner
Description
Identify repeated workflows, recurring user asks, common failures, and reusable procedures that should become new skills or improvements to existing skills....
Usage Guidance
This skill is low-risk and coherent with its stated purpose. Before installing, consider: (1) confirm you want the agent to autonomously identify and propose new skills (autonomous invocation is allowed by default); (2) ensure any recommendations the skill makes do not include copying or storing sensitive data (PII, credentials) into new SKILL.md or reference files; and (3) review any created/edited skill content before enabling it, to avoid accidental propagation of secrets or incorrect automation.
Capability Analysis
Type: OpenClaw Skill
Name: skill-learner
Version: 1.0.0
The skill-learner bundle is a meta-utility designed to help the AI agent identify repetitive workflows and suggest improvements or new skills. The instructions in SKILL.md are focused entirely on pattern recognition and organizational efficiency, containing no executable code, network requests, or malicious prompt-injection attempts.
Capability Assessment
Purpose & Capability
Name and description match the SKILL.md: the skill is a meta-workflow for identifying repeatable patterns and recommending skill artifacts. It requests no credentials, binaries, or installs, which is proportionate.
Instruction Scope
Runtime instructions are methodological guidance (identify patterns, extract reusable pieces, recommend minimal skill shapes, and report). They do not direct the agent to read unrelated system files, environment variables, or send data to external endpoints.
Install Mechanism
No install spec and no code files; this is instruction-only, so nothing is written to disk or fetched at install time.
Credentials
No environment variables, credentials, or config paths are required or referenced. Requested access is minimal and appropriate for the described purpose.
Persistence & Privilege
always is false and the skill is user-invocable; it can be invoked autonomously (platform default) but does not request elevated or persistent privileges or modify other skills' configs.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install skill-learner - After installation, invoke the skill by name or use
/skill-learner - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of skill-learner.
- Detects repeated workflows, recurring user instructions, and common mistakes.
- Guides when and how to convert patterns into new or improved skills.
- Provides a clear workflow for extracting reusable procedures and decision rules.
- Recommends the leanest documentation or automation to prevent repetition.
- Emphasizes minimizing clutter and avoiding unnecessary skills.
Metadata
Frequently Asked Questions
What is Skill Learner?
Identify repeated workflows, recurring user asks, common failures, and reusable procedures that should become new skills or improvements to existing skills.... It is an AI Agent Skill for Claude Code / OpenClaw, with 281 downloads so far.
How do I install Skill Learner?
Run "/install skill-learner" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Skill Learner free?
Yes, Skill Learner is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Skill Learner support?
Skill Learner is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Skill Learner?
It is built and maintained by noahfleming (@noahfleming); the current version is v1.0.0.
More Skills