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 xuedai-mayi/humanities-report-writing-suite --skill source-grounded-researchgit clone --depth 1 https://github.com/xuedai-mayi/humanities-report-writing-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/xuedai-mayi/humanities-report-writing-suite/source-grounded-research)<a href="https://agentmods.dev/skills/xuedai-mayi/humanities-report-writing-suite/source-grounded-research"><img src="https://agentmods.dev/badge/skills/xuedai-mayi/humanities-report-writing-suite/source-grounded-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/xuedai-mayi/humanities-report-writing-suite/source-grounded-research"><img src="https://agentmods.dev/badge/skills/xuedai-mayi/humanities-report-writing-suite/source-grounded-research.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 | $0.00103 | $0.00824 |
| Opus 5 | $0.00051 | $0.00412 |
| Sonnet 5 | $0.00021 | $0.00165 |
| Haiku 4.5 | $0.00010 | $0.00082 |
Grade A, and why
source-grounded-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 11d 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
有来源的人文社科检索
目标
为报告提供可以回到原网页、文件或数据库记录的外部证据。检索结果必须区分事实来源、学术研究、政策文件、优秀范例和一般观点。
开始前
从主任务中确定研究问题、时间范围、地域范围、需要核验的事实、需要学习的范例类型和引用格式。信息足够时直接检索。
如果当前环境不能联网或没有可用检索工具，明确说明限制，不得编造搜索过程、来源、链接、文献或访问日期。
检索顺序
- 政策、法律、统计数据、机构职责和项目事实，优先政府部门、法律法规数据库、统计机构和发布单位原文。
- 学术观点优先期刊官网、出版社、大学机构库、权威学术数据库和论文原文。
- 学校评选通知、报告要求和优秀成果，优先学校、学院、团委或项目主办方公开页面。
- 新闻报道和自媒体材料只能补充情境，不能替代原始文件或研究证据。
详细筛选规则见 references/source-and-example-rules.md。
范例学习
优秀范例用于识别章节组织、研究问题呈现、证据密度、段落节奏、图表使用和结语方式。不要复制范例的题目、句段、案例、数字和引用，也不要把范例中的事实写入用户报告，除非该事实另有适当来源且与任务相关。
检索后提炼可迁移的写作模式，例如“先呈现差异，再用访谈解释差异”，不要只摘录漂亮句子。
来源底表
对拟写入正文的外部材料记录：
- 支持的具体主张
- 来源类型与发布主体
- 标题、作者或机构、发布日期
- 原始链接或数据库标识
- 访问日期
- 原文位置或页码
- 允许使用的结论范围
- 是否需要直接引用
直接引语应短而必要，保持原意并遵守版权限制。能够转述时优先准确转述。
交叉核验
重要且容易变化的事实应回到最新的权威原文。来源相互矛盾时，比较发布日期、定义、统计口径、覆盖对象和原始程度，不用多数表决代替判断。仍无法确定的内容标记为待确认或不写。
写入报告
- 每个外部事实在正文或注释中紧邻标注来源。
- 政策规定、统计事实、学者观点和作者分析要用不同口吻表达。
- 不用“有研究表明”“专家认为”等模糊归因代替真实作者或机构。
- 不把搜索结果页当作来源，引用能够直接支持主张的原页面。
- 不为了显得资料丰富而堆砌无关文献。
交付给主 Skill
返回经过筛选的来源清单、每个来源支持的主张、可迁移的范例模式、冲突或缺口。主 Skill 负责决定结构和正文写法。
What ships with it
1 file 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.
- 11d ago First seen · 63 lines · 103 tokens per session scan A 12acfde136d1
source-grounded-research is a skill published in the GitHub repository xuedai-mayi/humanities-report-writing-suite (6 stars, last pushed 20d ago), licensed MIT. It adds 103 tokens to every session and 824 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 2026-08-31.
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