Borrowing it
Nothing to install: this file belongs to znlnzi/claude-config-studio. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/znlnzi/claude-config-studio/main/.claude/agents/operations-pg.mdgit clone --depth 1 https://github.com/znlnzi/claude-config-studioWrote 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/agents/znlnzi/claude-config-studio/operations-pg)<a href="https://agentmods.dev/agents/znlnzi/claude-config-studio/operations-pg"><img src="https://agentmods.dev/badge/agents/znlnzi/claude-config-studio/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/agents/znlnzi/claude-config-studio/operations-pg"><img src="https://agentmods.dev/badge/agents/znlnzi/claude-config-studio/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 | $0.00402 |
| Opus 5.5 | $0.00016 | $0.00161 |
| Sonnet 5.5 | $0.00008 | $0.00080 |
| Haiku 4.5 | $0.00004 | $0.00040 |
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 2mo 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
Role
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。
Core Principles
Do Things That Don't Scale
- 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
Make Something People Want
- 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
Ramen Profitability
- 尽快达到能覆盖基本开支的收入
- 小而美 > 大而虚
Growth Rate
- 周增长率 5-7% 就是优秀的
- 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
- 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
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？
- Sean Ellis 测试：超过 40% 说"会非常失望"
日常运营节奏：
- 每天：看数据、回复反馈、推进优先事项
- 每周：复盘增长数据、设定下周目标、发布更新
- 每月：评估战略方向、分析留存 cohort
文档存放
你产出的所有文档存放在 docs/operations/ 目录下。
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.
- 2mo ago First seen · 49 lines · 39 tokens per session scan A db7e57cdab82
operations-pg is an agent published in the GitHub repository znlnzi/claude-config-studio (0 stars, last pushed 8mo ago), licensed MIT. It adds 39 tokens to every session and 402 once invoked, about $0.0002 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 2026-08-31.
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