Agent skill

Finance Billing Ops

by affaan-m in affaan-m/ECC

面向ECC的以证据为先的收入、定价、退款、团队计费和计费模型真相工作流。当用户需要销售快照、定价比较、重复收费诊断或基于代码的计费现实而非通用支付建议时使用。

MITAuto-check passed

Install Finance Billing Ops

skills CLI
$ npx skills add affaan-m/ECC --skill finance-billing-ops -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install affaan-m/ECC finance-billing-ops --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/affaan-m/ECC.git skills-src && mkdir -p .claude/skills && cp -r skills-src/docs/zh-CN/skills/finance-billing-ops .claude/skills/finance-billing-ops && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
finance-billing-ops
GitHub stars
276k
Token cost
~377 tokens
SKILL.md length
87 words
Files
1
Skills in repo
683
Repo updated
First seen
Licence
MIT

At a glance

面向ECC的以证据为先的收入、定价、退款、团队计费和计费模型真相工作流。当用户需要销售快照、定价比较、重复收费诊断或基于代码的计费现实而非通用支付建议时使用。

  • Works in 4 steps: 从最新的计费证据开始 → 将客户事件与产品真相分开 → 检查基于代码的计费行为 → …
  • SKILL.md covers 技能栈, 使用时机, 护栏 and 工作流程, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Finance Billing Ops is an agent skill from affaan-m/ECC. 面向ECC的以证据为先的收入、定价、退款、团队计费和计费模型真相工作流。当用户需要销售快照、定价比较、重复收费诊断或基于代码的计费现实而非通用支付建议时使用。

Its SKILL.md is about 380 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. The licence is MIT.

Example prompts

  • “/finance-billing-ops”

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. 从最新的计费证据开始
  2. 将客户事件与产品真相分开
  3. 检查基于代码的计费行为
  4. 以决策和产品差距结束

What it can do on your machine

Read from SKILL.md and the folder at commit 4eb71d9. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Finance Billing Ops loads about 377 tokens when it runs. Until then it costs about 25 tokens; SKILL.md has 87 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~25
When it runs · the whole SKILL.md, loaded when a task matches
~377

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from affaan-m/ECC at commit 4eb71d9, republished under its MIT licence (© affaan-m). 87 words, ~377 tokens.

Download SKILL.mdSave it as .claude/skills/finance-billing-ops/SKILL.md (or your agent's skills folder).
name
finance-billing-ops
description
面向ECC的以证据为先的收入、定价、退款、团队计费和计费模型真相工作流。当用户需要销售快照、定价比较、重复收费诊断或基于代码的计费现实而非通用支付建议时使用。
origin
ECC

财务计费运营

当用户想要了解资金、定价、退款、团队席位逻辑,或产品是否真的如网站和销售文案所暗示的那样运作时,使用此技能。

此技能比 customer-billing-ops 更广泛。该技能用于客户补救。此技能用于运营者真相:收入状态、定价决策、团队计费以及基于代码的计费行为。

技能栈

在相关时,将这些 ECC 原生技能引入工作流程:

  • customer-billing-ops 用于特定客户的补救和跟进
  • research-ops 当竞争对手定价或当前市场证据重要时
  • market-research 当答案应以定价建议结束时
  • github-ops 当计费真相取决于兄弟仓库中的代码、待办事项或发布状态时
  • verification-loop 当答案取决于验证结账、席位处理或权限行为时

使用时机

  • 用户询问 Stripe 销售额、退款、MRR 或近期客户活动
  • 用户询问团队计费、按席位计费或配额叠加在代码中是否真实存在
  • 用户想要竞争对手定价比较或定价模型基准
  • 问题混合了收入事实与产品实现真相

护栏

  • 区分实时数据与保存的快照
  • 区分:
    • 收入事实
    • 客户影响
    • 基于代码的产品真相
    • 建议
  • 除非实际的权限路径强制执行,否则不要说“按席位”
  • 不要假设重复订阅意味着重复价值

工作流程

1. 从最新的计费证据开始

优先使用实时计费数据。如果数据不是实时的,请明确说明快照时间戳。

规范化视图:

  • 已付款销售
  • 活跃订阅
  • 失败或不完整的结账
  • 退款
  • 争议
  • 重复订阅
2. 将客户事件与产品真相分开

如果问题是针对特定客户的,请先分类:

  • 重复结账
  • 真实的团队意图
  • 自助服务控制失效
  • 未满足的产品价值
  • 付款失败或设置不完整

然后将其与更广泛的产品问题分开:

  • 团队计费真的存在吗?
  • 席位是否实际被计数?
  • 结账数量是否会改变权限?
  • 网站是否夸大了当前行为?
3. 检查基于代码的计费行为

如果答案取决于实现真相,请检查代码路径:

  • 结账
  • 定价页面
  • 权限计算
  • 席位或配额处理
  • 安装与用户使用逻辑
  • 计费门户或自助管理支持
4. 以决策和产品差距结束

报告:

  • 销售快照
  • 问题诊断
  • 产品真相
  • 建议的运营者行动
  • 产品或待办事项差距

输出格式

text
快照
- 时间戳
- 收入 / 订阅 / 异常

客户影响
- 谁受影响
- 发生了什么

产品真相
- 代码实际执行的操作
- 网站或销售文案声称的内容

决策
- 退款 / 保留 / 转化 / 无操作

产品差距
- 需要构建或修复的具体后续事项

陷阱

  • 不要将失败的尝试与净收入混为一谈
  • 不要仅从营销语言推断团队计费
  • 在有当前证据可用时,不要凭记忆比较竞争对手定价
  • 不要在没有对问题进行分类的情况下,直接从诊断跳到退款

验证

  • 答案包含实时数据声明或快照时间戳
  • 产品真相声明有代码支持
  • 客户影响与更广泛的定价/产品结论被清晰区分

© affaan-m, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in docs/zh-CN/skills/finance-billing-ops of affaan-m/ECC.

Open the folder on GitHubat commit 4eb71d9

Compare with similar skills

Finance Billing Ops next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Finance Billing Ops compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Finance Billing Ops this skillaffaan-m/ECC276k—~377Automated safety check: PassMIT
Billing Automationwshobson/agents40k13 repos~473Automated safety check: PassMIT
cmux Billing Runbookmanaflow-ai/cmux28k—~2.8kAutomated safety check: PassCustom licence
Invoices Billingsickn33/agentic-awesome-skills47k1 repos~4.4kAutomated safety check: PassMIT
Bill Gatessickn33/agentic-awesome-skills47k2 repos~352Automated safety check: PassMIT
Agent Ops Cicd GitHubruvnet/ruflo74k2 repos~1.1kAutomated safety check: PassMIT

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  • Billing Automation

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Questions about Finance Billing Ops

What does Finance Billing Ops do?

面向ECC的以证据为先的收入、定价、退款、团队计费和计费模型真相工作流。当用户需要销售快照、定价比较、重复收费诊断或基于代码的计费现实而非通用支付建议时使用。. Finance Billing Ops is an agent skill from affaan-m/ECC.

How do I install Finance Billing Ops in Claude Code?

Run `npx skills add affaan-m/ECC --skill finance-billing-ops -a claude-code`. Or copy the skill folder (docs/zh-CN/skills/finance-billing-ops in affaan-m/ECC) into .claude/skills/finance-billing-ops in your project. Claude Code loads it when a task matches its description.

How do I install Finance Billing Ops in Codex?

Run `npx skills add affaan-m/ECC --skill finance-billing-ops -a codex`. Or copy the skill folder (docs/zh-CN/skills/finance-billing-ops in affaan-m/ECC) into .agents/skills/finance-billing-ops in your project. Codex loads it when a task matches its description.

Can I use Finance Billing Ops in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add affaan-m/ECC --skill finance-billing-ops -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/finance-billing-ops, .gemini/skills/finance-billing-ops, .github/skills/finance-billing-ops and .opencode/skills/finance-billing-ops in your project.

What does Finance Billing Ops need to run?

SKILL.md names no scripts, command-line tools or credentials: Finance Billing Ops is instructions for the agent only.

Does Finance Billing Ops access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Finance Billing Ops safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Finance Billing Ops use?

Finance Billing Ops is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Finance Billing Ops use?

About 377 tokens (SKILL.md is roughly 1.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Finance Billing Ops?

Skills that share tags, products or a category with Finance Billing Ops: Billing Automation (wshobson/agents, 40k stars), cmux Billing Runbook (manaflow-ai/cmux, 28k stars), Invoices Billing (sickn33/agentic-awesome-skills, 47k stars) and Bill Gates (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Finance Billing Ops?

affaan-m (a GitHub user) maintains it in affaan-m/ECC, which has 276,111 GitHub stars. The repository holds 683 skills in this directory. The repository was last updated on October 10, 2026.

Source: affaan-m/ECC on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.