Borrowing it
Nothing to install: this file belongs to liuyingxuvka/Khaos-Brain. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/liuyingxuvka/Khaos-Brain/main/.agents/skills/khaos-brain-open-ui/SKILL.mdgit clone --depth 1 https://github.com/liuyingxuvka/Khaos-BrainWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/liuyingxuvka/khaos-brain/khaos-brain-open-ui)<a href="https://agentmods.dev/skills/liuyingxuvka/khaos-brain/khaos-brain-open-ui"><img src="https://agentmods.dev/badge/skills/liuyingxuvka/khaos-brain/khaos-brain-open-ui/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/liuyingxuvka/khaos-brain/khaos-brain-open-ui"><img src="https://agentmods.dev/badge/skills/liuyingxuvka/khaos-brain/khaos-brain-open-ui.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00080 | $0.00398 |
| Opus 5 | $0.00040 | $0.00199 |
| Sonnet 5 | $0.00016 | $0.00080 |
| Haiku 4.5 | $0.00008 | $0.00040 |
Grade A, and why
khaos-brain-open-ui scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Khaos Brain Open UI
Overview
Open the local desktop card viewer for humans. This skill is an entry-point helper only; it does not change card content and does not replace preflight/postflight KB workflows.
Workflow
-
Resolve the predictive KB repository root. In this repository, use the current workspace root.
-
For the repository source runtime, select that current runtime explicitly:
python scripts/open_khaos_brain_ui.py --repo-root . --runtime source -
If the user asks for a packaged app first, build it:
python scripts/build_desktop_exe.py --repo-root . --json -
If the user wants a Windows desktop icon for the built release, create or refresh the exact release shortcut:
python scripts/install_desktop_shortcut.py --repo-root . --runtime release --json
Boundaries
- The viewer is read-only for normal browsing.
sourceandreleaseare explicit current entry choices. Never probe several paths, switch runtimes, reinterpret an old flag, or silently fall back when the selected entry is unavailable.- The exe bundles viewer code and public UI assets only. KB cards stay file-based and are read from
--repo-root. - Do not use this skill for AI memory preflight, retrieval scoring, feedback capture, card promotion, or maintenance. Use the existing predictive KB retrieval and maintenance workflows for those.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 39 lines · 80 tokens per session scan A 05d2d49c6adc
khaos-brain-open-ui is a skill published in the GitHub repository liuyingxuvka/Khaos-Brain (37 stars, last pushed 1mo ago), licensed MIT. It adds 80 tokens to every session and 398 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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