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 Gingiris-1031/gingiris-skills --skill community-ambassador-playbookgit clone --depth 1 https://github.com/Gingiris-1031/gingiris-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/gingiris-1031/gingiris-skills/community-ambassador-playbook)<a href="https://agentmods.dev/skills/gingiris-1031/gingiris-skills/community-ambassador-playbook"><img src="https://agentmods.dev/badge/skills/gingiris-1031/gingiris-skills/community-ambassador-playbook/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/gingiris-1031/gingiris-skills/community-ambassador-playbook"><img src="https://agentmods.dev/badge/skills/gingiris-1031/gingiris-skills/community-ambassador-playbook.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 | $0.00516 | $0.05468 |
| Opus 5 | $0.00258 | $0.02734 |
| Sonnet 5 | $0.00103 | $0.01094 |
| Haiku 4.5 | $0.00052 | $0.00547 |
Grade A, and why
community-ambassador-playbook 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.
How it starts
The opening of the file, as written. The whole thing — 367 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Community & Ambassador Program Playbook — Full SOP
🌍 Language / 语言: 中文 | English | 日本語 | 한국어
Complete SOP for community building and ambassador program operations: pre-launch checklist, 6-step community setup, ambassador recruitment & tiered management, incentive design, event operations, content creation systems, health metrics, and governance. Built from Notion (20M users, real ambassador interviews), AFFiNE (60K GitHub stars), Asana Ambassador, and ClickUp Verified programs.
一、核心目标与价值主张
| 维度 | 描述 |
|---|---|
| 核心目标 | 相互成就（Mutual Achievement） |
| 用户侧 | 帮助用户建立个人影响力，最终实现商业变现 |
| 产品侧 | 社区驱动产品全球扩张，形成用户-内容-产品飞轮 |
| 运营理念 | 长期陪伴、共同成长，非一次性流量收割 |
大使的本质
| 传统认知 | 真实本质 |
|---|---|
| 品牌宣传员 | 免费外包/CSM/经销商 |
| 物质奖励驱动 | 成为KOL的机会 + 创始人直接对话 + 变现路径 |
二、启动前置条件
Checklist（全部满足才启动）
| ☐ | 条件 |
|---|---|
| ☐ | 内部全员使用自家产品 |
| ☐ | 产品已嵌入工作流 |
| ☐ | 产品达到"可用"状态 |
| ☐ | 有内容承载能力 |
| ☐ | Roadmap可对外 |
| ☐ | 团队有专人负责 |
产品阶段判断
| 阶段 | 适合？ | 策略 |
|---|---|---|
| 冷启动（<PMF） | ❌ | 先找100个深度用户 |
| 成长期 | ⚠️ | 5-10名种子大使，无考核 |
| 增长期 | ✅ | 正式计划+积分体系 |
| 成熟期 | ✅✅ | 全生态+Affiliate |
三、社区搭建六步法
Step 1: 载体选择
| 载体 | 适用 | 优点 |
|---|---|---|
| Discord | 开发者社区 | Bot生态丰富 |
| Slack | 国际化 | 频道组织成熟 |
| Telegram | 实时讨论 | 触达快 |
| 飞书/Lark | 内外融合 | 产品绑定 |
Step 2-6: 规则 → 管理员 → 舆情监测 → 知识库 → 基线指标
舆情监测关键洞察：
所有提到产品的账号都转推/关注。Notion做了爬虫自动监测。普通用户持续产出 > KOL单次发布。
四、大使招募与管理
4.1 准入标准（同时满足A+B）
- A： 有活动组织能力
- B： 有内容产出能力（视频/写作/模板 三选一）
质量 > 数量：Notion大使名义数百人，活跃的只有25%。
4.2 分级体系
| 等级 | 条件 | 核心权益 |
|---|---|---|
| Bronze | 申请即获 | 认可+徽章 |
| Silver | ≥100分/年 | 优先内测+官方转发 |
| Gold | ≥300分/年 | 1v1对接+年度活动 |
| Platinum | ≥600分/年 | 定制支持+大奖+赞助 |
4.3 积分获取
| 贡献 | 积分 |
|---|---|
| Twitter帖（@官方） | 5 |
| 教程长文 | 20 |
| 视频 | 30 |
| 社区回答（被采纳） | 3 |
| Bug报告 | 10 |
| 本地活动 | 50 |
| 翻译文档 | 15 |
| 邀请新用户 | 5 |
4.4 流失预警
| 信号 | 应对 |
|---|---|
| 2月无贡献 | 私信关怀 |
| 质量下降 | 培训资源 |
| 未被重视 | 1v1 + 转发 |
| 被挖角 | 更多资源 |
五、五大激励支柱（Notion真实洞察）
| # | 类型 | 说明 |
|---|---|---|
| 1 | 产品真的好 | 所有激励前提 |
| 2 | Beta优先 | "内部人"感 |
| 3 | 创始人对话 | 最高级激励 |
| 4 | 帮成为KOL | 官方转发+Announce |
| 5 | 全部转推 | 激励每个创作者 |
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 · 367 lines · 516 tokens per session scan A ce9be1350a4a
community-ambassador-playbook is a skill published in the GitHub repository Gingiris-1031/gingiris-skills (79 stars, last pushed 7d ago), licensed MIT. It adds 516 tokens to every session and 5,468 once invoked, about $0.0026 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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