Dirextalk Deployer
YingSuiAI/dirextalk-deployer
Deploy, resume, verify, update, recover, reset, or destroy production Dirextalk services and nodes on AWS, and wire local agent runtimes.
当用户要对 OpenLoaf 的"项目"这一实体做创建、打开、切换、移动、删除、改名时触发。典型说法"新建项目"、"把 ~/code/foo 加进来"、"列出所有项目"。不用于:项目内文件读写(→直接用 Read/Edit/Write)、讨论"项目规划 / 需求文档"(→直接回答)、纯 Git 日常操作(→Bash)。
$ npx skills add OpenLoaf/OpenLoaf --skill project-ops-skill -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install OpenLoaf/OpenLoaf project-ops-skill --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/OpenLoaf/OpenLoaf.git skills-src && mkdir -p .claude/skills && cp -r skills-src/apps/server/src/ai/builtin-skills/project-ops .claude/skills/project-ops-skill && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "project-ops-skill" agent skill from https://github.com/OpenLoaf/OpenLoaf/tree/main/apps/server/src/ai/builtin-skills/project-ops into .claude/skills/project-ops-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-ops-skill", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/OpenLoaf/OpenLoaf/tree/main/apps/server/src/ai/builtin-skills/project-opsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add OpenLoaf/OpenLoaf --skill project-ops-skill -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install OpenLoaf/OpenLoaf project-ops-skill --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OpenLoaf/OpenLoaf.git skills-src && mkdir -p .agents/skills && cp -r skills-src/apps/server/src/ai/builtin-skills/project-ops .agents/skills/project-ops-skill && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "project-ops-skill" agent skill from https://github.com/OpenLoaf/OpenLoaf/tree/main/apps/server/src/ai/builtin-skills/project-ops into .agents/skills/project-ops-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-ops-skill", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add OpenLoaf/OpenLoaf --skill project-ops-skill -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install OpenLoaf/OpenLoaf project-ops-skill --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OpenLoaf/OpenLoaf.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/apps/server/src/ai/builtin-skills/project-ops .cursor/skills/project-ops-skill && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "project-ops-skill" agent skill from https://github.com/OpenLoaf/OpenLoaf/tree/main/apps/server/src/ai/builtin-skills/project-ops into .cursor/skills/project-ops-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-ops-skill", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/OpenLoaf/OpenLoaf.git --path apps/server/src/ai/builtin-skills/project-ops--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add OpenLoaf/OpenLoaf --skill project-ops-skill -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install OpenLoaf/OpenLoaf project-ops-skill --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OpenLoaf/OpenLoaf.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/apps/server/src/ai/builtin-skills/project-ops .gemini/skills/project-ops-skill && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "project-ops-skill" agent skill from https://github.com/OpenLoaf/OpenLoaf/tree/main/apps/server/src/ai/builtin-skills/project-ops into .gemini/skills/project-ops-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-ops-skill", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install OpenLoaf/OpenLoaf project-ops-skillInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add OpenLoaf/OpenLoaf --skill project-ops-skill -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/OpenLoaf/OpenLoaf.git skills-src && mkdir -p .github/skills && cp -r skills-src/apps/server/src/ai/builtin-skills/project-ops .github/skills/project-ops-skill && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "project-ops-skill" agent skill from https://github.com/OpenLoaf/OpenLoaf/tree/main/apps/server/src/ai/builtin-skills/project-ops into .github/skills/project-ops-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-ops-skill", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add OpenLoaf/OpenLoaf --skill project-ops-skill -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install OpenLoaf/OpenLoaf project-ops-skill --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OpenLoaf/OpenLoaf.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/apps/server/src/ai/builtin-skills/project-ops .opencode/skills/project-ops-skill && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "project-ops-skill" agent skill from https://github.com/OpenLoaf/OpenLoaf/tree/main/apps/server/src/ai/builtin-skills/project-ops into .opencode/skills/project-ops-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-ops-skill", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
project-ops-skill当用户要对 OpenLoaf 的"项目"这一实体做创建、打开、切换、移动、删除、改名时触发。典型说法"新建项目"、"把 ~/code/foo 加进来"、"列出所有项目"。不用于:项目内文件读写(→直接用 Read/Edit/Write)、讨论"项目规划 / 需求文档"(→直接回答)、纯 Git 日常操作(→Bash)。
Project Ops Skill is an agent skill from OpenLoaf/OpenLoaf. 当用户要对 OpenLoaf 的"项目"这一实体做创建、打开、切换、移动、删除、改名时触发。典型说法"新建项目"、"把 ~/code/foo 加进来"、"列出所有项目"。不用于:项目内文件读写(→直接用 Read/Edit/Write)、讨论"项目规划 / 需求文档"(→直接回答)、纯 Git 日常操作(→Bash)。
Its SKILL.md is about 720 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Development. It works with Git and Bash. The repository describes itself as: 🍞Open-source, local-first AI workspace with Agents, multi-model chat (GPT/Claude/Gemini/DeepSeek), Notion-like docs, AI image & video generation, email, calendar & terminal…. The licence is AGPL-3.0.
Read from SKILL.md and the folder at commit f7eccf6. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
bashFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Project Ops Skill loads about 724 tokens when it runs. Until then it costs about 46 tokens; SKILL.md has 195 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from OpenLoaf/OpenLoaf at commit f7eccf6, republished under its AGPL-3.0 licence (© OpenLoaf). 195 words, ~724 tokens.
.claude/skills/project-ops-skill/SKILL.md (or your agent's skills folder).| 工具 | 职责 | 只读 |
|---|---|---|
ProjectQuery | 查询项目树 / 单个项目详情(mode: list / get) | 是 |
ProjectMutate | 创建 / 更新 / 移动 / 删除项目(action: create / update / move / remove) | 否 |
Read / Glob / Grep | 项目内文件读取与搜索(常驻工具) | 是 |
Edit / Write | 项目内文件编辑 / 新建(常驻工具) | 否 |
Bash | 在项目根执行命令(Git 等,常驻工具) | 否 |
加载:
Read/Glob/Grep/Edit/Write/Bash为核心工具,始终可用;ProjectQuery/ProjectMutate调用前须先ToolSearch(names: "ProjectQuery,ProjectMutate")激活 schema。
用户想操作文件
├─ 已在项目上下文? → 直接用文件工具
└─ 不在项目上下文?
├─ 明确要创建项目 → ProjectMutate { action: "create" }
└─ 随口说"帮我写个脚本" → 系统自动创建临时项目(见下文)list — 项目树 + 扁平列表:ProjectQuery { mode: "list" }
get — 单个项目详情(省略 projectId 时用当前上下文):ProjectQuery { mode: "get" }
ProjectMutate { action: "create", title: "Q2 Marketing", folderName: "q2-marketing", icon: "📊", enableVersionControl: true }指向已有目录 — 用户给出裸路径时,你必须转换为 file:// 协议 URI:
/Users/user/code/repo → 你传 rootUri: "file:///Users/user/code/repo"~/my-project → 先展开 ~,再拼 file:///Users/user/my-projectfolderName(磁盘不友好的字符会出问题)true,适合代码项目false(避免无意义的 Git 初始化)false(仓库已有 .git)update:ProjectMutate { action: "update", projectId: "xxx", title: "新名称", icon: "🚀" }
move:ProjectMutate { action: "move", projectId: "xxx", targetParentProjectId: "parent-id" }(null = 移到顶层)
remove:ProjectMutate { action: "remove", projectId: "xxx" } — 仅摘除注册记录,不碰磁盘文件。用户的代码和数据不可逆,磁盘由用户主权管理。
用户在全局对话(非项目上下文)中要求文件操作时,系统自动创建临时项目于 ~/.openloaf/temp/,用户无需感知。
| 属性 | 正式项目 | 临时项目 |
|---|---|---|
| 创建方式 | ProjectMutate { action: "create" } | 系统自动创建 |
| 磁盘位置 | 用户指定或默认目录 | ~/.openloaf/temp/{sessionId}/ |
| 生命周期 | 用户手动移除 | 可提升为正式项目,或随会话清理 |
探索项目:ProjectQuery { mode: "get" } → Glob { pattern: "**/*" } → Grep → Read
创建项目:ProjectQuery { mode: "list" } → ProjectMutate { action: "create", ... } → Write 写初始文件 → Bash 初始化依赖
rootUri 格式错误 — 必须 file:// 协议如 file:///Users/user/project,不能用裸路径。跨平台 URI 标准要求协议前缀,裸路径会导致解析失败。记住:三个斜杠(file:///)= 协议 file:// + 根路径 /。用户如果想访问项目目录之外的磁盘路径,引导他创建一个新项目指向该目录——沙箱无法越界。
混淆 remove 与删除 — remove 只摘注册不碰磁盘,防止误删用户代码。如果用户确实要删磁盘文件,需显式用 Bash rm -rf。
忘记先查询 — 变更前先 ProjectQuery 确认 projectId 和当前结构。projectId 是随机生成的,靠猜测传入会操作错误的项目。
© OpenLoaf, AGPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in apps/server/src/ai/builtin-skills/project-ops of OpenLoaf/OpenLoaf.
Open the folder on GitHubat commit f7eccf6
Project Ops Skill next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Project Ops Skill this skillOpenLoaf/OpenLoaf | 108 | — | ~724 | Automated safety check: Pass | AGPL-3.0 | |
| Dirextalk DeployerYingSuiAI/dirextalk-deployer | 457 | — | ~7.2k | Automated safety check: Pass | MIT | |
| Cursor Composer Task DelegateChachamaru127/claude-code-harness | 3.2k | — | ~4.4k | Automated safety check: Notes | MIT | |
| Gridbash Panesjasonsuhari/gridbash | 134 | — | ~1.5k | Automated safety check: Pass | MIT | |
| Niubashunixwin/niubash | 155 | — | ~2.1k | Automated safety check: Pass | MIT | |
| Dirextalk DeployerYingSuiAI/dirextalk-deployer | 457 | — | ~541 | Automated safety check: Pass | MIT |
YingSuiAI/dirextalk-deployer
Deploy, resume, verify, update, recover, reset, or destroy production Dirextalk services and nodes on AWS, and wire local agent runtimes.
Chachamaru127/claude-code-harness
Hands one implementation task to Cursor Composer in an isolated git worktree, then reviews its diff and cherry-picks the result into the main branch.
jasonsuhari/gridbash
Coordinate with sibling agent panes from inside a GridBash grid — list panes and their roles, read what a pane is currently doing, prompt one pane or every other pane, and rename pane titles so the…
unixwin/niubash
Run Windows tasks in Niubash, the GNU Bash-compatible Windows-native shell.
YingSuiAI/dirextalk-deployer
Deploy, resume, verify, update, recover, reset, or destroy production Dirextalk services and nodes on AWS.
mindmuxai/brain.md
Seed a freshly-scaffolded brain with real project knowledge — on an existing (brownfield) project read the code, docs, and git log to draft the six root pages and capture key historical decisions…
OpenLoaf/OpenLoaf
Triggers when the master Agent faces a multi-step complex task and is deciding whether / how to outsource sub-tasks to built-in subagents (browser / doc-editor / data-analyst / extractor /…
OpenLoaf/OpenLoaf
Triggered when the user asks for page-level interaction with a specific webpage: login, form filling, button clicks, pagination scraping, screenshots, downloading page images, handling CAPTCHAs or…
OpenLoaf/OpenLoaf
Triggered when the user wants lifecycle management of OpenLoaf canvases / whiteboards: create, open, filter, duplicate, delete, rename, or change ownership.
OpenLoaf/OpenLoaf
Reads, edits, converts and reviews Word documents through three dedicated tools, covering tracked changes, comments, tables, images and format conversion.
OpenLoaf/OpenLoaf
Handles a real email account through query and mutate tools: check the inbox, read, search, reply, forward, compose and organize, with sending always confirmed first.
OpenLoaf/OpenLoaf
Guides an agent to operate native macOS apps by surveying an app first, acting through intents, menus or keystrokes, and verifying each step, in OpenLoaf Desktop only.
Categories
当用户要对 OpenLoaf 的"项目"这一实体做创建、打开、切换、移动、删除、改名时触发。典型说法"新建项目"、"把 ~/code/foo 加进来"、"列出所有项目"。不用于:项目内文件读写(→直接用 Read/Edit/Write)、讨论"项目规划 / 需求文档"(→直接回答)、纯 Git 日常操作(→Bash)。. Project Ops Skill is an agent skill from OpenLoaf/OpenLoaf.
Project Ops Skill fits situations like: development work in your project.
Run `npx skills add OpenLoaf/OpenLoaf --skill project-ops-skill -a claude-code`. Or copy the skill folder (apps/server/src/ai/builtin-skills/project-ops in OpenLoaf/OpenLoaf) into .claude/skills/project-ops-skill in your project. Claude Code loads it when a task matches its description.
Run `npx skills add OpenLoaf/OpenLoaf --skill project-ops-skill -a codex`. Or copy the skill folder (apps/server/src/ai/builtin-skills/project-ops in OpenLoaf/OpenLoaf) into .agents/skills/project-ops-skill in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add OpenLoaf/OpenLoaf --skill project-ops-skill -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/project-ops-skill, .gemini/skills/project-ops-skill, .github/skills/project-ops-skill and .opencode/skills/project-ops-skill in your project.
Going by SKILL.md and its folder, Project Ops Skill needs the command-line tools its instructions call (bash).
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Project Ops Skill is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 724 tokens (SKILL.md is roughly 2.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Project Ops Skill: Dirextalk Deployer (YingSuiAI/dirextalk-deployer, 457 stars), Cursor Composer Task Delegate (Chachamaru127/claude-code-harness, 3.2k stars), Gridbash Panes (jasonsuhari/gridbash, 134 stars) and Niubash (unixwin/niubash, 155 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
OpenLoaf (a GitHub organization) maintains it in OpenLoaf/OpenLoaf, which has 108 GitHub stars. The repository holds 33 skills in this directory. The repository was last updated on May 14, 2026.
Source: OpenLoaf/OpenLoaf on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.