← Back to Skills Marketplace
ckchzh

Finetune

by BytesAgain2 · GitHub ↗ · v2.0.4 · MIT-0
cross-platform ✓ Security Clean
195
Downloads
0
Stars
1
Active Installs
5
Versions
Install in OpenClaw
/install finetune
Description
Reference tool for devtools — covers intro, quickstart, patterns and more. Quick lookup for Finetune concepts, best practices, and implementation patterns.
README (SKILL.md)

Finetune

Reference tool for devtools — covers intro, quickstart, patterns and more. Quick lookup for Finetune concepts, best practices, and implementation patterns. No API keys or credentials required.

Commands

Command Description
intro intro reference
quickstart quickstart reference
patterns patterns reference
debugging debugging reference
performance performance reference
security security reference
migration migration reference
cheatsheet cheatsheet reference

Output Format

All commands output plain-text reference documentation via heredoc. No external API calls, no credentials needed, no network access.


Powered by BytesAgain | bytesagain.com | [email protected]

Usage Guidance
This skill appears coherent and low-risk: it simply prints offline reference documentation and does not access network, credentials, or system files. Before installing, you may want to: (1) review the included script (scripts/script.sh) yourself — it is short and readable; (2) note the minor version-string inconsistencies between metadata (2.0.4), SKILL.md (2.0.3), and script (2.0.2) — likely harmless but worth awareness; and (3) if you operate in a high-security environment, run the skill in a sandbox or inspect future updates to ensure no network or credential access is added.
Capability Analysis
Type: OpenClaw Skill Name: finetune Version: 2.0.4 The 'finetune' skill is a static documentation reference tool. The primary script, scripts/script.sh, uses hardcoded heredocs to output plain-text information about development patterns and best practices, with no network activity, file system modifications, or credential access. The SKILL.md instructions accurately reflect the code's behavior and contain no evidence of prompt injection or malicious intent.
Capability Assessment
Purpose & Capability
Name/description (Finetune reference for devtools) aligns with the contents: SKILL.md and scripts/script.sh provide offline reference text. Nothing in the files requests unrelated resources or permissions.
Instruction Scope
SKILL.md explicitly states commands emit heredoc text with no external calls; scripts/script.sh implements only local text output and standard argument handling. The instructions do not read environment variables, system config paths, or transmit data.
Install Mechanism
No install spec is provided (instruction-only style). The single included script is harmless text-output code; nothing is downloaded or written to disk by an installer step.
Credentials
The skill declares no required environment variables, credentials, or config paths, and the script does not access any secrets or external APIs. Requested access is proportional to the stated purpose.
Persistence & Privilege
always is false and the skill does not request persistent system presence or modify other skill/system configurations. Autonomous invocation is allowed by default, which is normal and not concerning here given the skill's limited scope.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install finetune
  3. After installation, invoke the skill by name or use /finetune
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v2.0.4
Fix description
v2.0.3
Fix description
v2.0.2
Clean package with matching SKILL.md
v2.0.1
clean-package-fix
v1.0.0
publish v1.0.0
Metadata
Slug finetune
Version 2.0.4
License MIT-0
All-time Installs 1
Active Installs 1
Total Versions 5
Frequently Asked Questions

What is Finetune?

Reference tool for devtools — covers intro, quickstart, patterns and more. Quick lookup for Finetune concepts, best practices, and implementation patterns. It is an AI Agent Skill for Claude Code / OpenClaw, with 195 downloads so far.

How do I install Finetune?

Run "/install finetune" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Finetune free?

Yes, Finetune is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Finetune support?

Finetune is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Finetune?

It is built and maintained by BytesAgain2 (@ckchzh); the current version is v2.0.4.

💬 Comments