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 J-StaR-Films-Studios/VibeCode-Protocol-Suite --skill exam-creator-skillgit clone --depth 1 https://github.com/J-StaR-Films-Studios/VibeCode-Protocol-SuiteWrote 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/j-star-films-studios/vibecode-protocol-suite/exam-creator-skill)<a href="https://agentmods.dev/skills/j-star-films-studios/vibecode-protocol-suite/exam-creator-skill"><img src="https://agentmods.dev/badge/skills/j-star-films-studios/vibecode-protocol-suite/exam-creator-skill/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/j-star-films-studios/vibecode-protocol-suite/exam-creator-skill"><img src="https://agentmods.dev/badge/skills/j-star-films-studios/vibecode-protocol-suite/exam-creator-skill.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 | $0.00083 | $0.02031 |
| Opus 5 | $0.00042 | $0.01015 |
| Sonnet 5 | $0.00017 | $0.00406 |
| Haiku 4.5 | $0.00008 | $0.00203 |
Grade A, and why
exam-creator-skill 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 8d 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 — 182 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Exam Creator Skill
Use this skill when building or revising school exam papers, especially for OBHIS / Olive Blessed Crest Academy.
See the detailed house rules in references/workflow-rulebook.md. See the model routing policy in references/model-routing-policy.md.
Core Principle
Follow the user's house style by default, but always leave room for correction. If the user gives a new rule, prefer the new rule and update the working assumptions before generating more papers.
Terminology rule: when the user says Gemini, treat that as Gemini via the agy CLI unless the user explicitly says otherwise.
Default Workflow
- Identify the subject, class, term, and destination folder.
- Collect the authority material:
- lesson notes
- ChatGPT transcripts
- sample exam layout if provided
- photographed handwritten pages, when provided
- For photographed handwritten pages, extract with multimodal vision first:
- use a multimodal model/subagent to read the image directly
- batch images in small ordered groups, usually 3-5 images per extraction task
- explicitly forbid OCR/Tesseract/Python preprocessing on the first pass unless the model is not multimodal
- use OCR only as fallback when direct model vision is unavailable or fails on a specific page
- preserve image filename/page references for every uncertain item
- Confirm the paper pattern before drafting if any of these are unclear:
- subject family (Mathematics/English vs other subjects)
- mark split
- question counts
- whether theory is answer-all or answer-any
- Create or reuse clean folders:
Questions/Marking Scheme/only when requestedQuestions/assets/for all generated SVG/PNG/image diagrams
- Draft the paper first.
- Create the marking scheme second only when requested.
- Run an independent verification pass third.
- Apply user feedback and rerender instead of defending the first draft.
What ships with it
2 files 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.
- 8d ago First seen · 182 lines · 83 tokens per session scan A cf226e1c0d8c
exam-creator-skill is a skill published in the GitHub repository J-StaR-Films-Studios/VibeCode-Protocol-Suite (24 stars, last pushed yesterday), licensed ISC. It adds 83 tokens to every session and 2,031 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 2026-09-03.
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