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 agentmods add skills/modelengine-group/fit-framework/create-release-notenpx skills add ModelEngine-Group/fit-framework --skill create-release-notegit clone --depth 1 https://github.com/ModelEngine-Group/fit-frameworkWhat 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 | $0.00068 | $0.00445 |
| Opus 5 | $0.00034 | $0.00222 |
| Sonnet 5 | $0.00014 | $0.00089 |
| Haiku 4.5 | $0.00007 | $0.00044 |
Grade A, and why
create-release-note 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 2d 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
生成 Release Notes
自动从 PR、commit 和 Issue 中收集变更信息，按模块和类型分类，生成符合项目格式的 Release Notes。
参数
<version>: 当前发布版本号，格式为 X.Y.Z（必需）<prev-version>: 上一版本号（可选，不提供则自动推断）
执行流程
步骤 1-3：公共步骤
- 解析参数并验证版本号格式（X.Y.Z）
- 确定版本范围（当前 tag 和上一 tag）
- 判断版本类型: PATCH == 0 走合并路径，PATCH > 0 走常规路径
合并路径（x.y.0 版本）
从 GitHub 已发布的 release 中合并前一 minor 系列的所有 release notes。
常规路径（x.y.z, z > 0）
- 收集两个 tag 之间合并的 PR 和直接 commit
- 收集关联的 Issue
- 按模块分组（FIT/FEL/Waterflow/AI Config）
- 按类型分组（Enhancement/Bugfix/Documentation）
- 生成格式化的 Release Notes
公共步骤
- 展示并确认，询问用户是否调整
- 创建 GitHub Draft Release:
gh release create v<version> --title "v<version>" --notes-file /tmp/release-notes-v<version>.md --draft
注意事项
- 需要
ghCLI 且已认证 - Tag 必须已存在（通常由 release skill 完成）
- 创建的是 Draft Release，需人工审核后发布
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.
- 2d ago First seen · 44 lines · 68 tokens per session scan A 53dc7f1a947e
create-release-note is a skill published in the GitHub repository ModelEngine-Group/fit-framework (2,117 stars, last pushed 5mo ago), licensed MIT. It adds 68 tokens to every session and 445 once invoked, about $0.0003 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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