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lec77

SkVM General Usage

by Le Chen · GitHub ↗ · v0.1.0 · MIT-0
cross-platform ⚠ suspicious
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Install in OpenClaw
/install skvm-general
Description
Drive the skvm CLI on behalf of a user to profile models, AOT-compile skills, run skill-assisted tasks, run benchmarks, and manage compiled proposals. Trigge...
Usage Guidance
This skill appears to be a coherent CLI wrapper for skvm, but it references environment variables and local paths that are not declared in the registry metadata. Before using/installing: (1) verify the authenticity of the skvm binary if you must run the suggested install script (avoid running curl | sh from an unverified source), (2) expect to supply an OPENROUTER_API_KEY if you run commands that call an LLM — the metadata should have declared this but did not, (3) confirm you are OK with the skill reading/writing the .skvm directories (profiles, proposals, logs), (4) ask the publisher to clarify the jit-optimize triggering rule vs. the 'manage proposals' content and to update metadata to list required env vars (OPENROUTER_API_KEY, SKVM_PROFILES_DIR) if applicable. If you are uncomfortable providing an LLM API key or installing third-party binaries, avoid running LLM-invoking commands or the suggested install command.
Capability Analysis
Type: OpenClaw Skill Name: skvm-general Version: 0.1.0 The skvm-general skill bundle provides a structured interface for an AI agent to interact with the 'skvm' CLI tool, used for profiling and optimizing LLM skills. The SKILL.md file contains well-defined instructions, including mandatory safety checks that prevent the agent from auto-installing software or performing high-cost operations without explicit user consent. While it suggests a 'curl | sh' installation method (skillvm.ai/install.sh) to the user, the agent itself is restricted from executing it, and no indicators of malicious intent, data exfiltration, or obfuscation were found.
Capability Tags
requires-sensitive-credentials
Capability Assessment
Purpose & Capability
The skill's name and description match the instructions: it drives the skvm CLI to profile models, AOT-compile skills, run tasks, benchmark, and manage proposals. The operations described (skvm profile, aot-compile, run, bench, proposals, logs) are coherent with the stated purpose.
Instruction Scope
The SKILL.md confines actions to running the skvm CLI and reading/writing skvm-related directories (profiles, proposals, logs). It explicitly requires user confirmation before expensive runs and stops if prerequisites are missing. There is a minor scope ambiguity around 'jit-optimize': the header says not to trigger for jit-optimize but the document includes steps for 'manage jit-optimize proposals' (likely local management only) — this should be clarified.
Install Mechanism
This is instruction-only (no install spec), so it does not install code itself. The document suggests an install command (curl -fsSL https://skillvm.ai/install.sh | sh) to give users guidance if skvm is missing; recommending a curl|sh installer is a usability convenience but carries the usual safety caveats and should be verified by the user.
Credentials
The SKILL.md conditionally requires OPENROUTER_API_KEY for LLM-calling commands and references SKVM_PROFILES_DIR and .skvm log/cache paths, but the skill metadata declared no required env vars or config paths. That mismatch (SKILL.md accessing undeclared env vars/paths) is inconsistent and could surprise users with prompts to provide credentials or grant access to local directories.
Persistence & Privilege
The skill is not marked always:true, has no install actions, and does not request system-wide persistence or modify other skills' configs in the provided instructions. Autonomous invocation is allowed by default but not a special privilege here.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install skvm-general
  3. After installation, invoke the skill by name or use /skvm-general
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
initial release
Metadata
Slug skvm-general
Version 0.1.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is SkVM General Usage?

Drive the skvm CLI on behalf of a user to profile models, AOT-compile skills, run skill-assisted tasks, run benchmarks, and manage compiled proposals. Trigge... It is an AI Agent Skill for Claude Code / OpenClaw, with 90 downloads so far.

How do I install SkVM General Usage?

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

Is SkVM General Usage free?

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

Which platforms does SkVM General Usage support?

SkVM General Usage is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created SkVM General Usage?

It is built and maintained by Le Chen (@lec77); the current version is v0.1.0.

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