Borrowing it
Nothing to install: this file belongs to PIsberg/vibetags. 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/PIsberg/vibetags/main/.claude/skills/vibetags-usage/SKILL.mdgit clone --depth 1 https://github.com/PIsberg/vibetagsWrote 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/pisberg/vibetags/vibetags-usage)<a href="https://agentmods.dev/skills/pisberg/vibetags/vibetags-usage"><img src="https://agentmods.dev/badge/skills/pisberg/vibetags/vibetags-usage/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/pisberg/vibetags/vibetags-usage"><img src="https://agentmods.dev/badge/skills/pisberg/vibetags/vibetags-usage.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00289 | $0.21016 |
| Opus 5 | $0.00144 | $0.10508 |
| Sonnet 5 | $0.00058 | $0.04203 |
| Haiku 4.5 | $0.00029 | $0.02102 |
Grade A, and why
vibetags-usage 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 yesterday.
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.
Copies of this mod
1 near-identical copy found in the catalogue:
- vibetags-usage — 95% identical, 496 lines differ
How it starts
The opening of the file, as written. The whole thing — 1,665 lines — stays where its author put it; the contents beside it link to each section on GitHub.
VibeTags Usage Guide
VibeTags is a compile-time Java annotation processor that generates AI platform-specific guardrail files from source annotations. Zero runtime overhead — all annotations have RetentionPolicy.SOURCE.
Quick Setup
1. Add the two artifacts
VibeTags ships as two artifacts and you need both. Depending on only one of them is the most common "VibeTags is broken" report, and neither failure produces a useful error:
| Artifact | Belongs on | Gives you | If you omit it |
|---|---|---|---|
vibetags-annotations |
the compile classpath | the 44 @AI* annotation types you write in source |
cannot find symbol on every @AI* |
vibetags-processor |
the annotation-processor path | the processor that reads them and writes the guardrail files | compiles green, generates nothing |
Maven. Annotations as an ordinary dependency, processor on annotationProcessorPaths:
<dependencies>
<dependency>
<groupId>se.deversity.vibetags</groupId>
<artifactId>vibetags-annotations</artifactId>
<version>1.3.2</version>
</dependency>
</dependencies>
<build>
<plugins>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-compiler-plugin</artifactId>
<configuration>
<annotationProcessorPaths>
<path>
<groupId>se.deversity.vibetags</groupId>
<artifactId>vibetags-processor</artifactId>
<version>1.3.2</version>
</path>
</annotationProcessorPaths>
</configuration>
</plugin>
</plugins>
</build>
Do not declare
vibetags-processoras a plain<scope>provided</scope>dependency instead of the block above. Since JDK 23,javacno longer discovers processors sitting on the class path, so that shape compiles cleanly and writes no files: no error, no warning. If the processor has to stay on the class path, add<proc>full</proc>to the compiler plugin's configuration.
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.
- yesterday Changed · +15 lines 713b35a06b1d
- 2d ago Changed f455ae0cf9a1
- 6d ago Changed ef019b0929cf
- 6d ago Changed d1242beb1d77
- 10d ago First seen · 1,650 lines · 289 tokens per session scan A 7170c05ff399
vibetags-usage is a skill published in the GitHub repository PIsberg/vibetags (15 stars, last pushed yesterday), licensed MIT. It adds 289 tokens to every session and 21,016 once invoked, about $0.0014 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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