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Agent Skill

Sn Proactive Agent skill

sn-proactive-agentOpenSenseNova/SenseNova-Skillsskills/sn-proactive-agent/SKILL.md

安装、启动和使用 Proactive Agent，记录项目进展并在合适时机提醒下一步。

5.8kMIT

always on

29 tokname + description

once used

1,120 tokSKILL.md body

bundled files

532 KB

repo stars

5.8kGitHub

Install the Sn Proactive Agent skill

Skills CLI (Claude Code, Codex, Cursor and others)

npx skills add https://github.com/OpenSenseNova/SenseNova-Skills --skill sn-proactive-agent

Claude Code, by hand (all projects)

git clone --depth 1 https://github.com/OpenSenseNova/SenseNova-Skills.git /tmp/SenseNova-Skills
mkdir -p ~/.claude/skills
cp -R /tmp/SenseNova-Skills/skills/sn-proactive-agent ~/.claude/skills/sn-proactive-agent

For one project only, copy the folder into .claude/skills/ in that project instead. The agent picks it up when a task matches its description.

What it costs your context

Agent Skills load in three steps. Tokens counted with the o200k tokenizer; your model's count will differ a little.

WhenWhat loadsCost
Every sessionName and description29 tok
When the agent uses itThe SKILL.md instructions1,120 tok
Only if opened5 bundled files (32 KB)varies

Until it is used, sn-proactive-agent costs about 47× less than the median MCP server we measured (1,362 tokens on every turn). Installing all 83 skills from OpenSenseNova/SenseNova-Skills would load 5,827 tokens of descriptions. Skills vs MCP study

Checks

Our checks found nothing to flag: it follows the Agent Skills specification's naming and size guidelines and doesn't pipe downloads into a shell.

Checked 2026-10-22 · method

What's inside

The headings of its SKILL.md. Read the full file on GitHub.

  • Proactive Agent
  • 按任务读取说明
  • 命名与命令
  • 运行边界
  • 查看记录

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