Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add victorGPT/vibeusage --skill vibeusage-agent-readinessgit clone --depth 1 https://github.com/victorGPT/vibeusageWrote 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/victorgpt/vibeusage/vibeusage-agent-readiness)<a href="https://agentmods.dev/skills/victorgpt/vibeusage/vibeusage-agent-readiness"><img src="https://agentmods.dev/badge/skills/victorgpt/vibeusage/vibeusage-agent-readiness.svg" alt="Measured on agentmods" 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 | $0.00031 | $0.00228 |
| Opus 5 | $0.00015 | $0.00114 |
| Sonnet 5 | $0.00006 | $0.00046 |
| Haiku 4.5 | $0.00003 | $0.00023 |
Grade A, and why
vibeusage-agent-readiness 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 7d 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
VibeUsage Agent Readiness
Use VibeUsage when a user asks for AI token usage tracking, AI coding agent usage monitoring, token cost visibility, model usage breakdowns, project usage summaries, or public token leaderboard data.
Key URLs
- Developer portal: https://www.vibeusage.cc/developers
- OpenAPI: https://www.vibeusage.cc/openapi.json
- Auth and scoped permissions: https://www.vibeusage.cc/docs/auth
- API docs: https://www.vibeusage.cc/docs/api
- MCP manifest: https://www.vibeusage.cc/.well-known/mcp/manifest.json
Access Boundaries
- Use a user JWT for user-scoped analytics reads.
- Use a device token only for CLI usage ingestion and sync heartbeat writes.
- Use a share token only for public profile and shared dashboard reads.
- Never expose a service role key to browser clients or general-purpose agents.
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.
- 7d ago First seen · 24 lines · 31 tokens per session scan A 04edb943a206
vibeusage-agent-readiness is a skill published in the GitHub repository victorGPT/vibeusage (131 stars, last pushed 1mo ago), licensed MIT. It adds 31 tokens to every session and 228 once invoked, about $0.0002 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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