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Drive the skvm CLI to profile models, AOT-compile skills, run single-task executions and benchmarks, and manage compilation/jit proposals via safe CLI workflows
SkVM General equips the agent to operate the skvm command-line tool for model profiling, AOT compilation of skills, single-task skill runs, benchmarking, and managing optimization proposals. It provides guarded, reproducible CLI recipes and safety checks (binary presence, API key requirements) so the agent can perform expensive or destructive actions only with explicit confirmation. Concrete outputs include cached model profiles, AOT-compiled skill proposals, bench logs, and proposal management actions.
Use this skill when a user asks to profile models, run aot-compile, run a skill on an ad-hoc task, run benchmarks, or inspect/manage skvm proposals. Avoid using it for editing/optimizing a skill itself (use skvm-jit or companion skills for optimization) and never accept proposals without explicit user consent. Also avoid wide multi-model runs without confirmation due to cost.
profile, aot-compile, run, bench, and proposals management; clear rules for when to prompt the user and which operations require explicit confirmation.Designed for CLI-capable assistants and code/IDE-focused agents (Codex/Code models, Copilot-style integrations, OpenClaw/CLI harnesses, Claude Code / Cursor-like code assistants) that can run shell commands and surface stderr progress.
SkVM General is a CLI driver skill for the skvm tool, which AOT-compiles and runs LLM agent skills across heterogeneous models. The SKILL.md is thorough with clear step-by-step instructions for profiling, compiling, running tasks, benchmarking, and managing proposals. No scripts were included — all functionality is driven via CLI commands documented in the markdown. Security concern: the skill references a curl|sh install pattern.
Well-documented skill with clear trigger conditions and safety guardrails (confirmation before expensive runs, no auto-accept of proposals). Main security deduction is the curl|bash install pattern. No scripts bundled — purely documentation-driven.
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