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 Leobai03/tc --skill tc-actiongit clone --depth 1 https://github.com/Leobai03/tcWrote 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/leobai03/tc/tc-action)<a href="https://agentmods.dev/skills/leobai03/tc/tc-action"><img src="https://agentmods.dev/badge/skills/leobai03/tc/tc-action/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/leobai03/tc/tc-action"><img src="https://agentmods.dev/badge/skills/leobai03/tc/tc-action.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 | $0.00107 | $0.00677 |
| Opus 5 | $0.00053 | $0.00338 |
| Sonnet 5 | $0.00021 | $0.00135 |
| Haiku 4.5 | $0.00011 | $0.00068 |
Grade A, and why
tc-action 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 9d 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
TC Action|真实市场行动
原则
行动的目的不是让用户“忙起来”,而是用最小成本换回真实证据。优先顺序是:用户原话、有效对话、明确报价、定金或付款、完成交付、正毛利、复购或转介绍。
当用户还没有项目时,先承接 /tc 生成的项目假设。项目假设不是市场事实;本 Skill 负责让它接触现实,不负责把猜测说成需求。
工作流
- 用一句话复述当前唯一卡点。
- 核对这个卡点是否对应用户真正想要的结果,而不是只在解决表面问题。
- 选择最小、可逆、能接触真实市场的动作。
- 把动作压缩到三个时间尺度:
- 10 分钟:立刻能开始的第一步。
- 24 小时:必须完成并发到真实对象手里的交付物。
- 7 天:只观察一个核心指标。
- 写清最多投入的时间和钱,以及什么结果出现就停止或换法。
- 指定下一轮必须带回的原始数据。
有联网、浏览器或公开数据库工具时,先核对五个当前对标、近期用户问题、现有替代方案、价格区间和必要平台规则,再设计动作。外部搜索只能证明“值得测试”,不能替代真实对话和付款。
没有联网工具时,不让用户自己重新想项目。保留 /tc 已给出的一个假设,明确缺少当前市场证据,并把 24 小时动作设为找五个对标、联系十个目标用户或完成三次有效对话中的一项。
学习、研究工具、开会、设计品牌、继续想方向,都不能单独算有效动作。调研必须形成对标表、用户原话、价格区间、差评风险或下一项市场测试。
输出
当前唯一卡点:
10 分钟:
24 小时交付物:
7 天唯一指标:
成本上限:
停止或换法条件:
下次带回的数据:
当用户现金流紧张、负债或承受能力有限时,优先保住生存现金流,选择轻资产、短周期、可预售、可手工交付、随时能停的方案。
不得使用雇主客户、内部数据、工作账号或未授权素材验证个人项目。测试价格是实验变量,不是市场标准,也不承诺收益。
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.
- 9d ago First seen · 53 lines · 107 tokens per session scan A 2cc6ac066b03
tc-action is a skill published in the GitHub repository Leobai03/tc (22 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 107 tokens to every session and 677 once invoked, about $0.0005 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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