Optimize Initializing Speed

SkillDev tools

Use when optimizing VM Initializing-to-Running latency while preserving functionality and low implementation complexity.

Use Optimize Initializing Speed in Claude, ChatGPT or Ahel Desktop

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Also: Claude Code · Cursor · Codex

Then ask your AI: use the Optimize Initializing Speed skill

Details

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add Ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Optimize Initializing SpeedStart free

What this skill tells your AI

The instructions your AI receives, as published by kernel/hypeman in skills/optimize-initializing-speed/SKILL.md and read by Ahel’s review.

Goal

Minimize Create/Start -> Running latency without removing functionality. Base your decisions on what to optimize by using real measurements.

Priority Levers

  1. Keep Running gated only on program-start + agent-ready markers.
  2. Replace readiness polling with event-driven signaling
  3. Move heavy non-critical setup (kernel headers) off the critical path (ask permission from user if moving logic to async / could be still processing after Running is set).
  4. Add fast-path checks (skip work when already installed/valid).
  5. Parallelize independent init stages with simple barriers (no DAG engine). Avoid parallel tasks that are likely to conflict.

Guardrails

  • Keep guest-agent gate strict unless skip_guest_agent=true.
  • Preserve lifecycle semantics and blocked/allowed operations in Initializing.

Measurement Protocol

  1. Measure baseline and candidate on the same host with the same 5-run harness.
  2. Report per-run samples + median/mean/min/max.
  3. Validate full regression suite before merge.

Required Outputs

  • Exact before/after latency numbers.
  • Short breakdown of biggest contributors.
  • Risk notes, if any

Signals

GitHub stars
368
Forks
29
Last commit
Oct 2026
Advanced
Item type
skill
Key
optimize-initializing-speed
Source
github.com/kernel/hypeman