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 commands/modelengine-group/fit-framework/fit-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 | $0.00003 | $0.00658 |
| Opus 5 | $0.00002 | $0.00329 |
| Sonnet 5 | $0.00001 | $0.00132 |
| Haiku 4.5 | $0.00000 | $0.00066 |
Grade A, and why
fit-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 到指定分支(默认: 自动推断父分支)。
使用方式:
- /create-pr → 自动推断目标分支并创建PR
- /create-pr main → 创建PR到 main 分支
执行以下步骤:
-
确定目标分支: 用户指定的目标分支: $1 如果上述值为空,自动推断目标分支:
git branch --show-current git log --oneline --decorate --first-parent -20推断规则:
- 当前在核心分支上(main 或版本号分支如 大版本号.小版本号.x(如 3.6.x)) → 目标分支即为当前分支
- 当前在特性分支上 → 从 log 中的分支标记找到最近的父核心分支作为目标
- 无法确定时 → 询问用户
-
读取 PR 模板:
cat .github/PULL_REQUEST_TEMPLATE.md -
查看最近的 merged PR 作为格式参考:
gh pr list --limit 3 --state merged --json number,title,body -
分析当前分支的完整变更:
git status git log <target-branch>..HEAD --oneline git diff <target-branch>...HEAD --stat -
检查远程分支状态:
git rev-parse --abbrev-ref --symbolic-full-name @{u}如果分支未推送,先推送:
git push -u origin <current-branch> -
根据模板创建 PR:
- 按照 PR 模板格式填写所有部分
- PR 结尾添加: 🤖 Generated with Codex
- 使用 HEREDOC 格式传递 body:
gh pr create --base <target-branch> --title "<标题>" --body "$(cat <<'EOF' <完整PR描述> EOF )" -
提示下一步:
- 如果在任务工作流中,同步进度:
- Claude Code / OpenCode: /sync-pr {task-id}
- Gemini CLI: /fit:sync-pr {task-id}
- Codex CLI: /prompts:fit-sync-pr {task-id}
- 或标记任务完成:
- Claude Code / OpenCode: /complete-task {task-id}
- Gemini CLI: /fit:complete-task {task-id}
- Codex CLI: /prompts:fit-complete-task {task-id}
- 如果在任务工作流中,同步进度:
注意事项:
- 必须严格遵循 PR 模板格式
- 所有必填项都要填写完整
- 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 · 77 lines · 3 tokens per session scan A d62615a78ee2
fit-create-pr is a command published in the GitHub repository ModelEngine-Group/fit-framework (2,117 stars, last pushed 5mo ago), licensed MIT. It adds 3 tokens to every session and 658 once invoked, about $0.0000 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.
Other commands, from other repositories
backlog-status
Display a live backlog status dashboard — active tasks table with PR state and branch-to-test. Optional flag: --qa also generates a QA test guide for all Ready-for-Review tasks.
backlog-list
Skills: agent-flow-init-check.
plan
Guide a collaborative planning session. Conducts Socratic dialogue, spawns explorer on large repos and researcher on new deps; saves plan + backlog task.
track
Create a tracking item in the Nimbalyst tracker system.
checkpoint
Export, refresh, verify, or import a comprehensive cross-topic Project Knowledge Checkpoint for a repository, with privacy checks.
speckit.tasks
Generate an actionable, dependency-ordered tasks.md for the feature based on available design artifacts.