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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
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
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install skvm-general - After installation, invoke the skill by name or use
/skvm-general - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
initial release
Metadata
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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