What is scheduled-research-monitor-zh?

A Chinese monitoring workflow that repeatedly checks recent research papers, benchmark pages, dataset pages, and official technical posts for new evidence. A benchmark is a standard test used to compare systems.

Use it for daily, weekly, or monthly tracking of a research topic, with summaries of new evidence and possible updates to existing documents.

It reduces the chance that an existing report becomes outdated and produces only the changes worth reviewing, rather than repeating the whole investigation.

scheduled-research-monitor-zh — Skill for Claude Code and Codex by gy9

Install

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.

Any agent

npx skills add gy910210/hermes-research-skills --skill scheduled-research-monitor-zh

Clone the repo

git clone --depth 1 https://github.com/gy910210/hermes-research-skills

Made for: Claude Code, Codex.

Wrote 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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/gy910210/hermes-research-skills/scheduled-research-monitor-zh/github.svg)](https://agentmods.dev/skills/gy910210/hermes-research-skills/scheduled-research-monitor-zh)

Your own site

<a href="https://agentmods.dev/skills/gy910210/hermes-research-skills/scheduled-research-monitor-zh"><img src="https://agentmods.dev/badge/skills/gy910210/hermes-research-skills/scheduled-research-monitor-zh/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/gy910210/hermes-research-skills/scheduled-research-monitor-zh"><img src="https://agentmods.dev/badge/skills/gy910210/hermes-research-skills/scheduled-research-monitor-zh.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 90 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 885 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

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	$0.00885
Opus 5	$0.00045	$0.00443
Sonnet 5	$0.00018	$0.00177
Haiku 4.5	$0.00009	$0.00089

Measured 12d ago against content hash 324529c51844, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

scheduled-research-monitor-zh 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.

skills/scheduled-research-monitor-zh/SKILL.md · 62 lines

What it actually says

Hermes 适配说明

本 skill 现面向 Hermes 使用，优先依赖 Hermes 原生工具：search_files、read_file、write_file、patch、session_search、delegate_task、cronjob、browser、web/search、vision。
若正文提到 references/... 或 scripts/...，优先读取当前 skill 目录下对应文件，不再依赖 Claude 专属目录结构。
原始 Claude agents/openai.yaml 不作为执行前提；需要并行研究、分工精读或角色评审时，改用 Hermes 的 delegate_task。
保留原有研究方法论与产物契约，但执行层统一按 Hermes 工具体系落地。

Scheduled Research Monitor（中文）

这个 skill 适合“持续跟踪一个方向”，尤其适合被 automation 周期性触发。

何时使用

你已经有一套研究文档，希望每周或每天自动看有没有新论文、新 benchmark、新官方信号。
你只有一个 topic，也希望持续搜集近一段时间的新资料。
你想先得到增量证据摘要，再决定是否更新主知识库。

输入

topic 或 existing_docs[]
recency_window: 默认最近 7-14 天；也可按周、双周或月度
source_policy: 默认 arXiv + 官方页面 + 权威技术博客
update_mode
- digest_only
- draft_update_candidates
- handoff_to_kb_updater

输出

monitoring_digest
delta_evidence_map
update_candidates
no_update_reasons（如果没有足够强的新证据）

工作流

先用 brief-ingester-zh 读取已有文档或笔记，形成当前方向的 context_brief。
从已有结论、开放问题、种子来源里抽出监测关键词、子方向和高优先来源。
用 literature-scout-zh 对最近窗口内的新论文、benchmark、dataset page、官方博客做增量检索。
去重并与已有知识库比对，避免重复收录旧来源。
对新来源标注：
- direct / adjacent / background
- support / contradiction / open gap
- academic / industrial / official
生成一个“这轮有什么值得更新”的增量摘要，而不是直接改主稿。
只有当新证据达到 monitoring-runbook.md 中定义的更新门槛时，才把结果交给 knowledge-base-updater-zh。

守护

明确写出具体日期，不要用模糊的“最近”替代。
没有足够强的新证据时，输出 no_update_reasons，不要为了更新而更新。
这个 skill 默认产出“增量观察结果”，不直接改知识库正稿。

与现有技能的关系

方向理解：brief-ingester-zh
新证据扩展：literature-scout-zh
深读高价值来源：paper-reader-zh
审核是否足够强：paper-critic-zh
真正落库：knowledge-base-updater-zh

资源

监测运行手册：references/monitoring-runbook.md

Files

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.

references/monitoring-runbook.md 1.2 KB

Changes

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 · 62 lines · 90 tokens per session scan A 324529c51844

Subscribe to this mod's changes

scheduled-research-monitor-zh is a skill published in the GitHub repository gy910210/hermes-research-skills (2 stars, last pushed 4mo ago), licensed MIT. It adds 90 tokens to every session and 885 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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scheduled-research-monitor-zh