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/add-annotation/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/add-annotation)<a href="https://agentmods.dev/skills/pisberg/vibetags/add-annotation"><img src="https://agentmods.dev/badge/skills/pisberg/vibetags/add-annotation/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/add-annotation"><img src="https://agentmods.dev/badge/skills/pisberg/vibetags/add-annotation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Agent Snooping · line 166 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 172 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
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 | $0.00090 | $0.03038 |
| Opus 5 | $0.00045 | $0.01519 |
| Sonnet 5 | $0.00018 | $0.00608 |
| Haiku 4.5 | $0.00009 | $0.00304 |
Grade A, and why
add-annotation 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 9d 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.
How it starts
The opening of the file, as written. The whole thing — 192 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Add an Annotation to VibeTags
Paths and class names below were derived from the codebase at v1.0.0-RC3 (the NewAnnotationsV5
wave — @AIIdempotent, @AIFeatureFlag, @AISecure — plus commit df01cb8, which fixed
BuildFingerprint silently ignoring 12 annotation buckets and is why Step 5 below is not
optional). If a path 404s, grep -rln "AISecure" vibetags/src/main/java from the repo root will
re-locate every dispatch point this skill lists — @AISecure is the newest full annotation and
touches every one of them.
Step 1 — Design the annotation
New file: vibetags-annotations/src/main/java/se/deversity/vibetags/annotations/AIYourName.java.
@Retention(RetentionPolicy.SOURCE)always — zero runtime cost is a hard invariant of this library; nothing about the annotation may requireCLASSorRUNTIMEretention.@Target({...})— pick fromTYPE,METHOD,FIELD,PARAMETERto match the semantic (e.g.@AIInputSanitized/@AISecureLoggingtargetPARAMETER, FIELD, notTYPE).- String attributes default to
"", nevernull— every consumption site checks.isBlank()/.isEmpty(), never a null-check. - Enum-valued attributes get a nested
enuminside the@interfacewith a sensible default constant (seeAIThreadSafe.Strategy,AIExtensible.Strategy,AISecureLogging.MaskingPolicy). - Class-valued attributes (
AISunset.replacement) cannot be read below the model seam at all: calling them during annotation processing throwsMirroredTypeException. Resolve the value once, inAnnotationCollector.record(...)— the only place the compiler is still in scope — and store it withbuilder.typeMember("AIYourName.attr", …). Consumption sites then readelement.typeMember("AIYourName.attr", "<fallback>"). Copy theAISunsetpattern; do not reintroduce a try/catch in a formatter or renderer, sinceArchitectureRulesTestforbidsjavax.lang.modelthere and the catch would never fire anyway. - Full Javadoc on the
@interfaceand every attribute —docs/ANNOTATIONS.md's semantics bullet and thevibetags-usageskill's per-annotation section are meant to summarize it, not invent it.
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.
- 9d ago First seen · 192 lines · 90 tokens per session scan A 45d4d3f26e2b
add-annotation is a skill published in the GitHub repository PIsberg/vibetags (15 stars, last pushed today), licensed MIT. It adds 90 tokens to every session and 3,038 once invoked, about $0.0005 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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