tc AGENTS.md

tc AGENTS.md is an instructions file for Codex, OpenCode from Leobai03/tc. It costs 531 tokens per session, scanned A, original, Apache-2.0.

Repository instructions for TC, an AI coaching tool that helps entrepreneurs turn unclear problems into small tests and immediate actions.

In plain words
What is it for?
Use them when changing TC's skills, knowledge, examples, release files, or validation and build process.
Why use it?
They define the product's boundaries and prevent contributors from turning it into a generic advice system or making unsupported claims.

Instructions file for CodexOpenCode

Install

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.

agentmods
npx agentmods add instructions/leobai03/tc/agents-md
Clone the repo
git clone --depth 1 https://github.com/Leobai03/tc

Made for: Codex, OpenCode.

Wrote 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.

agentmods badge for tc AGENTS.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/leobai03/tc/agents-md.svg)](https://agentmods.dev/instructions/leobai03/tc/agents-md)
Your own site
<a href="https://agentmods.dev/instructions/leobai03/tc/agents-md"><img src="https://agentmods.dev/badge/instructions/leobai03/tc/agents-md.svg" alt="Measured on agentmods" height="20"></a>
Per session 531 This file is loaded in full into every session.
When invoked 531 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5 $0.00531 $0.00531
Opus 5 $0.00266 $0.00266
Sonnet 5 $0.00106 $0.00106
Haiku 4.5 $0.00053 $0.00053

Measured 4d ago against content hash cab85788d2f6, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

tc AGENTS.md 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 4d 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.

AGENTS.md · 34 lines

What it actually says

TC 项目维护规则

产品真源

  • TC 的稳定定位:给普通创业者使用的 AI 创业解题教练,把一团乱麻变成一个真正的问题和一个马上能验证的动作。
  • TC 的固定动作:讲清问题 → 找到最早断点 → 做一次低成本验证 → 根据结果继续调整。
  • TC 解决的是判断与行动问题,不是知识数量问题:知识库只是书架,真正的产品是判断能力。
  • TC 不是创业百科、暴利项目推荐器、保证赚钱的商业导师、通用知识库或空泛建议聊天机器人。
  • 从零项目假设只是“没有方向”用户的一条处理路径,不是 TC 的产品定位,也不能被写成市场结论。
  • 作者方法与作者经历必须隔离:可以使用经过提炼的通用方法,但不得用作者的职业、项目、收入、失败或历史推文推断用户适合做什么。
  • 历史原推只在用户明确要求查询“天策过去说过什么”时读取,不参与创业项目生成、方向推荐、用户能力判断或当前市场判断。
  • /tc 是唯一需要普通用户记住的公开入口。
  • skills/tc/SKILL.md 保存主流程;详细知识按需放在 skills/tc/references/
  • VERSION 是公开版本号的唯一真源。

修改规则

  1. 不为了增加数量创建没有独立任务边界的 Skill。
  2. 不把用户的表面请求直接当成真实需要,也不把简单问题强行复杂化。
  3. 不编造案例、收入、评价、知识原子数量或官方合作关系。
  4. 动态平台规则、商业数据和人物状态在使用时重新核对,不永久写死。
  5. 知识只保留一份权威正文;SKILL.md 负责路由,不重复大段参考资料。
  6. 新案例公开前必须脱敏,并记录来源、日期、动作、结果与适用边界。

发布前检查

python3 tools/check.py
python3 tools/build.py
npx -y skills add . --list

同时使用 Skill Creator 与 Plugin Creator 的校验器检查全部 Skill 和 .codex-plugin/plugin.json。版本发布前运行 python3 tools/release.py prepare X.Y.Z,提交后再推送同名 vX.Y.Z 标签。

Changes

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.

  1. 4d ago First seen · 34 lines · 531 tokens per session scan A cab85788d2f6

Subscribe to this mod's changes

tc AGENTS.md is an instructions file published in the GitHub repository Leobai03/tc (22 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 531 tokens to every session, about $0.0027 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.

Related

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