SenseNova-Skills is a collection of modular skills that extend SenseNova models with office-assistant capabilities such as image generation, presentation creation, spreadsheet analysis, and research. The skills are designed for use in agent runtimes and can be combined into productivity workflows; the catalogue entries are individual skills and agents from this collection.
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 OpenSenseNova/SenseNova-Skills --skill sn-deepresearch-cligit clone --depth 1 https://github.com/OpenSenseNova/SenseNova-SkillsWrote 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/opensensenova/sensenova-skills/sn-deepresearch-cli)<a href="https://agentmods.dev/skills/opensensenova/sensenova-skills/sn-deepresearch-cli"><img src="https://agentmods.dev/badge/skills/opensensenova/sensenova-skills/sn-deepresearch-cli/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/opensensenova/sensenova-skills/sn-deepresearch-cli"><img src="https://agentmods.dev/badge/skills/opensensenova/sensenova-skills/sn-deepresearch-cli.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 | $0.00157 | $0.03540 |
| Opus 5 | $0.00078 | $0.01770 |
| Sonnet 5 | $0.00031 | $0.00708 |
| Haiku 4.5 | $0.00016 | $0.00354 |
Grade A, and why
sn-deepresearch-cli 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 4d 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 — 236 lines — stays where its author put it; the contents beside it link to each section on GitHub.
sn-deepresearch-cli
作为 SenseNova-Skills-DeepResearch 的用户入口，负责环境预检、安装引导、参数确认、任务启动、进度告知和结果交付。
默认 npm 包为 sensenova-skills-deepresearch，项目源码仓库为
https://github.com/OpenSenseNova/SenseNova-Skills-DeepResearch。用户侧直接安装已构建并发布到 npm 的包，
不需要 clone 仓库或本地构建。
环境预检
在安装或启动 SenseNova-Skills-DeepResearch 前，仅检查当前环境是否具备运行条件：
- Node.js >= 22、Python >= 3.10 和 npm 是否可用；
- 是否已安装 SenseNova-Skills-DeepResearch 提供的
deepresearch命令； - 用户选择的 Hermes、Codex、Claude Code 或 OpenClaw 是否存在。
这里使用系统的命令存在性和版本检查即可。SenseNova-Skills-DeepResearch 提供的 deepresearch 命令尚未安装时，不得提前调用
deepresearch doctor、sources、browser、status 等 SenseNova-Skills-DeepResearch 子命令。SenseNova-Skills-DeepResearch 或 Harness 缺失时先报告缺失项，
不要静默改用其他 Harness。
不得显示环境变量值、token、Cookie、npm 凭据或 Harness Profile。
安装或升级 SenseNova-Skills-DeepResearch
安装会访问网络并修改用户级 npm 目录，执行前先取得当前环境要求的授权。
从 npm 安装已构建好的包：
npm install --global sensenova-skills-deepresearch
deepresearch --help
升级到最新版本：
npm install --global sensenova-skills-deepresearch@latest
维护者在发布侧负责构建 Python wheel 和 npm tarball；Skill 不得让用户 clone 源码、运行
scripts/build_npm_package.py、创建构建虚拟环境或从 GitHub Release 下载 tarball。只有用户明确提供本地
.tgz 并要求测试时，才可执行 npm install --global <local-tgz>。
安装后初始化用户级 Search 配置：
deepresearch sources init
deepresearch sources list --json
配置文件位于 ~/.deepresearch-cli/search/.env。公开来源无需 API key；需要扩展来源时，只告知应填写的变量名，
不索取或回显凭据。
准备 Harness
- Hermes：复用现有 Hermes 登录和模型配置。
- Codex：确认
codex存在且已执行codex login。 - Claude Code：当前 ACP Harness 必须能找到
claude-agent-acp可执行文件；普通claude命令不能直接替代它。SenseNova-Skills-DeepResearch 内含调用适配代码，但不捆绑外部 adapter。adapter 缺失时，在获得安装授权后执行npm install -g @agentclientprotocol/claude-agent-acp。安装完成不等于必须重复登录：先运行deepresearch doctor --harness claude-code --json检查认证。已有ANTHROPIC_API_KEY、ANTHROPIC_AUTH_TOKEN、Bedrock/Vertex 配置，或 adapter 可复用现有 Claude Code 登录时，直接使用； 只有预检确认没有可用认证时，才提示用户执行claude-agent-acp --cli auth login。不得读取或回显凭据值。 - OpenClaw：确认
openclaw存在且 Gateway 正常。模型由 OpenClaw 配置选择，不传--harness-model。启动研究前先识别当前会话实际使用的 Agent 和工作区，不要把main、~/.openclaw/workspace或其他设备上的路径写死。检查该 Agent 是否具备当前工作区的写入能力：
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.
- 4d ago First seen · 236 lines · 157 tokens per session scan A eb6d9f3ada2d
sn-deepresearch-cli is a skill published in the GitHub repository OpenSenseNova/SenseNova-Skills (5,570 stars, last pushed yesterday), licensed MIT. It adds 157 tokens to every session and 3,540 once invoked, about $0.0008 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 2026-09-08.
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