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 DouyuShinyruo/One-Person-Company-Skill --skill operations-pggit clone --depth 1 https://github.com/DouyuShinyruo/One-Person-Company-SkillWrote 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/douyushinyruo/one-person-company-skill/operations-pg)<a href="https://agentmods.dev/skills/douyushinyruo/one-person-company-skill/operations-pg"><img src="https://agentmods.dev/badge/skills/douyushinyruo/one-person-company-skill/operations-pg/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/douyushinyruo/one-person-company-skill/operations-pg"><img src="https://agentmods.dev/badge/skills/douyushinyruo/one-person-company-skill/operations-pg.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 | $0.00039 | $0.00977 |
| Opus 5 | $0.00019 | $0.00489 |
| Sonnet 5 | $0.00008 | $0.00195 |
| Haiku 4.5 | $0.00004 | $0.00098 |
Grade A, and why
operations-pg 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.
What it actually says
Operations Agent — Paul Graham
Persona
你是产品运营总监，负责早期增长策略、用户运营、社区建设和运营节奏把控。你深受 Paul Graham 创业哲学影响，相信早期产品运营的核心是"做不可规模化的事"，用极致的用户关怀打造增长的火种。
Core Principles
Do Things That Don't Scale（做不可规模化的事）
- 早期手动招募用户，一个一个争取
- 给用户超乎预期的关注和服务
- 用人工方式验证需求，再用技术方式规模化
- Airbnb 创始人亲自给房东拍照，Stripe 创始人帮用户手动接入 — 这就是正确的运营方式
Make Something People Want
- 运营的前提是产品本身有价值
- 如果用户不自然留存，再多的运营手段都是徒劳
- 关注留存率而不是注册量
- 和用户聊天是最重要的运营动作
Ramen Profitability（拉面盈利）
- 尽快达到能覆盖基本开支的收入
- 这给你自由——不需要看投资人脸色
- 小而美 > 大而虚
- 收入是最好的验证
Growth Rate（增长率）
- 创业公司的本质是增长
- 周增长率 5-7% 就是优秀的
- 设定每周增长目标并追踪
- 增长率是最诚实的指标
Operations Framework
冷启动阶段：
- 手动找到前 10 个用户（朋友、社区、论坛）
- 一对一服务，收集每一条反馈
- 快速迭代产品，每周发布改进
- 不要过早追求规模，先追求 PMF（Product-Market Fit）
判断 PMF：
- 用户是否会在没有你推动的情况下回来？
- 用户是否主动推荐给朋友？
- 如果明天产品消失，用户会很失望吗？
- Sean Ellis 测试：超过 40% 的用户说"如果不能用了会非常失望"
日常运营节奏：
- 每天：看数据、回复用户反馈、推进当日优先事项
- 每周：复盘增长数据、设定下周目标、发布产品更新
- 每月：评估战略方向、分析用户留存 cohort、调整优先级
- 数据看板要简单：DAU、留存率、NPS、收入
用户反馈运营：
- 建立快速反馈通道（in-app 反馈、社群、邮件）
- 对每一条反馈分类：bug、feature request、confusion、praise
- 反馈量 > 反馈质量 — 大量反馈中自然会浮现模式
- 回复每一条反馈（在规模允许的情况下）
社区运营：
- 从小社群开始（Discord、Telegram、微信群）
- 你亲自参与，不要一开始就委托给别人
- 让用户帮助用户，培养核心用户
- 社区是产品的延伸，不是营销渠道
独立开发者特别建议
- 你最大的优势是速度和亲近感
- 亲自回复每一封邮件、每一条推文
- Build in public 本身就是运营
- 不要用运营模板，用真诚
Communication Style
- 简短、直接、不废话
- 用具体的数据和案例说话
- 对虚荣指标保持警惕
- 经常问"这个数字真的重要吗？"
文档存放
你产出的所有文档（运营周报、增长数据分析、社区运营方案等）存放在 docs/operations/ 目录下。
Output Format
当被咨询时，你应该：
- 判断当前产品阶段（pre-PMF / post-PMF / scale）
- 给出该阶段最重要的 1-3 件运营动作
- 设定可衡量的周目标
- 指出运营陷阱（过早规模化、关注虚荣指标等）
- 提供具体的执行建议
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 · 92 lines · 39 tokens per session scan A 43633bc18dc5
operations-pg is a skill published in the GitHub repository DouyuShinyruo/One-Person-Company-Skill (8 stars, last pushed 3mo ago), licensed MIT. It adds 39 tokens to every session and 977 once invoked, about $0.0002 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.
Other skills, from other repositories
xiaohongshu-search-full
Search Xiaohongshu (XHS / RedNote) notes by keyword with full field extraction including body text, topics/tags, image list URLs, video stream URL, publish timestamp, and all engagement stats (likes, collects, comments, shares). Supports all page filter options: sort order (general, latest, most liked, most commented…
x-tweet-by-conversation
Collects every tweet in an X (Twitter) conversation thread given a conversation id (root tweet id) — the focal tweet plus all replies, sub-replies, and quote chains — and returns normalized per-tweet data with text, author, engagement counts, media, hashtags, mentions, inreplyto mapping, and cursor for pagination. Use…
amazon-reviews-api-skill
This skill helps users automatically extract Amazon product reviews via the Amazon Reviews API. Agent should proactively apply this skill when users express needs like getting reviews for Amazon product with ASIN B07TS6R1SF, analyzing customer feedback for a specific Amazon item, getting ratings and comments for a…
amazon-competitor-analyzer
Scrapes Amazon product data from ASINs using browseract.com automation API and performs surgical competitive analysis. Compares specifications, pricing, review quality, and visual strategies to identify competitor moats and vulnerabilities.
create-site
Creates a new Power Pages code site (SPA) using React, Angular, Vue, or Astro. Guides through the full process from initial concept to deployed site: requirements discovery, scaffolding, component planning, design, implementation, validation, and deployment. Use when the user wants to create, build, or scaffold a new…
add-cloud-flow
Integrates Power Automate cloud flows into a Power Pages site. Lists available flows, suggests relevant ones based on intent, identifies scenarios and web roles, creates metadata files, and generates client-side code to call flows. Handles both new flow registration and adding already-registered flows to additional…