Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/Jobo16/ielts-buddynpx agentmods add skills/jobo16/ielts-buddy/ielts-buddy-question-researchWrote 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/jobo16/ielts-buddy/ielts-buddy-question-research)<a href="https://agentmods.dev/skills/jobo16/ielts-buddy/ielts-buddy-question-research"><img src="https://agentmods.dev/badge/skills/jobo16/ielts-buddy/ielts-buddy-question-research/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/jobo16/ielts-buddy/ielts-buddy-question-research"><img src="https://agentmods.dev/badge/skills/jobo16/ielts-buddy/ielts-buddy-question-research.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 | $0.00044 | $0.00500 |
| Opus 5 | $0.00022 | $0.00250 |
| Sonnet 5 | $0.00009 | $0.00100 |
| Haiku 4.5 | $0.00004 | $0.00050 |
Grade A, and why
ielts-buddy-question-research 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 12d 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
IELTS Buddy 题库数据接口
本 Skill 只说明题库数据接口、授权和字段使用。它不规定研究方法、分析流程、结论形式或后续动作。
访问
使用普通 bind、IELTS_BUDDY_TOKEN 和 /api/v1/agent。先执行：
python3 scripts/ielts_buddy_api.py capabilities
仅当当前账号返回下列能力时才可调用；未返回即停止，不尝试使用数据库、Cookie、私有接口或普通刷题接口绕过权限。详情见访问边界。
接口
| 能力 | 数据 | 调用约束 |
|---|---|---|
ielts_question_research_coverage |
标签维度的 Part 与题目数量 | 可传 subject、groupCodes、scope。 |
ielts_question_research_list_parts |
Part 目录、科目、难度、来源更新时间、标签和题目数 | 使用返回的 nextOffset 翻页。 |
ielts_question_research_read_parts |
指定 Part 的题干、材料、题型、标签、来源和可选答案解析 | 只传已确定的 partIds；不需要答案时设 includeAnswers:false。 |
python3 scripts/ielts_buddy_api.py call ielts_question_research_coverage --json '{"subject":"reading"}'
python3 scripts/ielts_buddy_api.py call ielts_question_research_list_parts --json '{"subject":"reading","limit":20,"offset":0}'
python3 scripts/ielts_buddy_api.py call ielts_question_research_read_parts --json '{"partIds":[123],"includeAnswers":false}'
边界
- 只读；不导入、修改、发布、隐藏或归档题库内容。
- 不返回做题记录、正确率或用户行为数据。
workflows/是独立的可选推荐层，不属于本 Skill 的接口契约。
What ships with it
3 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.
- 12d ago First seen · 39 lines · 44 tokens per session scan A fe7ab9c48b15
ielts-buddy-question-research is a skill published in the GitHub repository Jobo16/ielts-buddy (21 stars, last pushed yesterday), licensed MIT. It adds 44 tokens to every session and 500 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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