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 | $0.00526 | $0.05952 |
| Opus 5.5 | $0.00210 | $0.02381 |
| Sonnet 5.5 | $0.00105 | $0.01190 |
| Haiku 4.5 | $0.00053 | $0.00595 |
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 13d 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 — 387 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.
先选合作轨道 / Choose the track
区分志愿社区大使、付费教程创作者、代码贡献者。志愿大使案例中的“不发钱”只适用于双方自愿、无强制交付的合作；教程创作者可采用基础费用＋可归因转化奖励，代码贡献者由研发按 PR 质量管理。启动小规模教程试点不必等到完整大使体系成熟，但产品流程应可用、有人承接反馈。
Use contributor-tracks.md for selection, deliverables, compensation and attribution. It applies before the historical case studies below; those cases illustrate particular programs rather than a universal unpaid model.
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 | 按角色约定的社区伙伴、教程创作者或渠道伙伴 |
| 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（规模化社区计划；小规模教程试点按合作轨道评估）
| ☐ | 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） | 小规模验证 | 先验证可用流程与真实深度用户；合适的教程创作者可试点，不设统一人数门槛 |
| 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 社区活动型大使的案例准入标准（A+B；不适用于只交付教程的创作者）
- 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%。
What ships with it
2 files 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.
- 13d ago Changed · +14 lines 0c6cb4807d69
- 19d ago Changed · +6 lines · +10 tokens per session bbc62028f196
- 1mo 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 (87 stars, last pushed 13d ago), licensed MIT. It adds 526 tokens to every session and 5,952 once invoked, about $0.0021 per session on Opus 5.5. 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.
Other skills, from other repositories
board-and-investor-communication
Board meeting preparation, investor updates, and executive communication. Use when preparing board decks, writing investor updates, handling bad news with the board, structuring QBRs, or building board-level metric discipline. Includes the "Three Things" narrative model, the 4-tier metric hierarchy, and the pre-brief…
enterprise-account-planning
Strategic account planning and execution for enterprise deals. Use when planning complex sales cycles, managing multiple stakeholders, applying MEDDICC qualification, tracking deal health, or building mutual action plans. Includes the "stale MAP equals dead deal" pattern.
operating-cadence
Design meeting rhythms, metric reporting, quarterly planning, and decision-making velocity for scaling companies. Use when decisions are slow, planning is broken, the company is growing but alignment is worse, or leadership meetings consume all time without producing decisions.
0-to-1-launch
Launch new products from idea to first customers. Use when launching products, finding early adopters, building launch week playbooks, diagnosing why adoption stalls, or learning that press coverage does not equal growth. Includes the three-layer diagnosis, the 2-week experiment cycle, and the launch that got 50K…
product-led-growth
Build self-serve acquisition and expansion motions. Use when deciding PLG vs sales-led, optimizing activation, driving freemium conversion, building growth equations, or recognizing when product complexity demands human touch. Includes the parallel test where sales-led won 10x on revenue.
ai-gtm
Go-to-market strategy for AI products. Use when positioning AI products, handling "who is responsible when it breaks" objections, pricing variable-cost AI, choosing between copilot/agent/teammate framing, or selling autonomous tools into enterprises.