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-prnpx skills add ModelEngine-Group/fit-framework --skill create-prgit 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 | $0.00042 | $0.00317 |
| Opus 5 | $0.00021 | $0.00159 |
| Sonnet 5 | $0.00008 | $0.00063 |
| Haiku 4.5 | $0.00004 | $0.00032 |
Grade A, and why
create-pr 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
创建 Pull Request
执行步骤
-
确定目标分支: 如果用户指定了目标分支则使用该分支，否则自动推断:
git branch --show-current git log --oneline --decorate --first-parent -20推断规则:
- 当前在核心分支上(main 或版本号分支如 3.6.x) -> 目标分支即为当前分支
- 当前在特性分支上 -> 从 log 中找到最近的父核心分支
-
读取 PR 模板:
cat .github/PULL_REQUEST_TEMPLATE.md -
查看最近的 merged PR 作为格式参考:
gh pr list --limit 3 --state merged --json number,title,body -
分析当前分支的完整变更。
-
检查远程分支状态，如果未推送则先推送。
-
创建 PR，结尾添加: 🤖 Generated with Codex
注意: 严格遵循 PR 模板格式，确保 PR 标题遵循 Conventional Commits 格式。
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 · 37 lines · 42 tokens per session scan A bd43945db798
create-pr is a skill published in the GitHub repository ModelEngine-Group/fit-framework (2,117 stars, last pushed 5mo ago), licensed MIT. It adds 42 tokens to every session and 317 once invoked, about $0.0002 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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