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.
git 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/instructions/pisberg/vibetags/com-example-service-newannotationsshowcase)<a href="https://agentmods.dev/instructions/pisberg/vibetags/com-example-service-newannotationsshowcase"><img src="https://agentmods.dev/badge/instructions/pisberg/vibetags/com-example-service-newannotationsshowcase/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/instructions/pisberg/vibetags/com-example-service-newannotationsshowcase"><img src="https://agentmods.dev/badge/instructions/pisberg/vibetags/com-example-service-newannotationsshowcase.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 | $0.00437 | $0.00437 |
| Opus 5.5 | $0.00175 | $0.00175 |
| Sonnet 5.5 | $0.00087 | $0.00087 |
| Haiku 4.5 | $0.00044 | $0.00044 |
Grade A, and why
vibetags com-example-service-NewAnnotationsShowcase.instructions.md 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 1mo 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
Copilot Instructions for NewAnnotationsShowcase
Rules for method executeSecureDatabaseWipe
- Allowed Callers: [com.example.service.PricingService, com.example.payment.PaymentProcessor]
Rules for method calculateFastFibonacci
- Policy: ZERO_ALLOCATION
- Rule: Strictly limit or prevent object allocations.
Rules for method calculateFastFibonacci
- Rule: Must remain a pure function. Forbid state modifications and side effects.
- Reason: Memoized elsewhere on the assumption it is referentially transparent; adding logging or a cache mutation here would corrupt those callers
Rules for parameter NewAnnotationsShowcase.executeDatabaseQuery(java.lang.String)#sqlRawInput
- Target Filters: SQL_INJECTION
- Rule: Run raw input strings through approved sanitizers.
Secure Logging Masking
- Rule: Never pass these raw variables to log appenders or stdout streams.
Rules for parameter NewAnnotationsShowcase.registerUserSession(java.lang.String,java.lang.String,java.lang.String)#creditCardNumber
- Policy: MASK_CREDIT_CARD
Rules for parameter NewAnnotationsShowcase.registerUserSession(java.lang.String,java.lang.String,java.lang.String)#passwordRaw
- Policy: HASH
Rules for method runComplexMatrixMath
- Complexity Level: HIGH
- Rule: Any logic modification requires updating a walkthrough/markdown file with structured architectural rationale.
Rules for method deprecatedLegacyCalculatePrice
- Status: Strict Deprecation (No new references)
- JIRA Ticket: DEBT-742
- Replacement: com.example.service.PricingService
Rules for method temporaryUpstreamBypass
- Expiration: 2028-12-31
- Reason: Hotfix workaround until upstream payment provider updates their API.
- Rule: Hotfix or stub that must be removed before expiration.
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.
- 1mo ago First seen · 46 lines · 437 tokens per session scan A 43ded3d37b9f
vibetags com-example-service-NewAnnotationsShowcase.instructions.md is an instructions file published in the GitHub repository PIsberg/vibetags (25 stars, last pushed yesterday), licensed MIT. It adds 437 tokens to every session, about $0.0017 per session on Opus 5.5. 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 2026-09-03.
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