Agent skill

Workflow

by LeoKemp223 in LeoKemp223/embed-ai-tool

当需要串联多个 skill 完成编译+烧录+监控或编译+烧录+调试等流水线任务时使用. An agent skill from LeoKemp223/embed-ai-tool.

No licenceAuto-check passedDevelopment

Install Workflow

skills CLI
$ npx skills add LeoKemp223/embed-ai-tool --skill workflow -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install LeoKemp223/embed-ai-tool workflow --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/LeoKemp223/embed-ai-tool.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/workflow .claude/skills/workflow && rm -rf skills-src

Use ~/.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/

Facts

Skill name
workflow
GitHub stars
984
Token cost
~422 tokens
SKILL.md length
58 words
Files
4 (incl. scripts, references)
Skills in repo
25
Repo updated
First seen
Licence
None found

At a glance

当需要串联多个 skill 完成编译+烧录+监控或编译+烧录+调试等流水线任务时使用. An agent skill from LeoKemp223/embed-ai-tool.

  • Works in 4 steps: 先阅读 references/usage.md,确认参数。 → 探测环境 → 查看可用流水线 → …
  • Development work in your project
  • SKILL.md covers 适用场景, 必要输入, 依赖 and 执行步骤, plus 3 more sections
  • Runs Python scripts from its folder; calls python

What it does

Workflow is an agent skill from LeoKemp223/embed-ai-tool. 当需要串联多个 skill 完成编译+烧录+监控或编译+烧录+调试等流水线任务时使用。

Its SKILL.md is about 420 tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts and reference files (for example `agents/openai.yaml`, `references/usage.md` and `scripts/workflow_runner.py`).

It sits in Development. It works with ESP32 and C++. The repository describes itself as: 面向 AI 编程助手的嵌入式开发技能集,为大模型提供 MCU 固件开发全流程能力。涵盖多工具链构建(Keil / IAR / CMake / PlatformIO)、烧录、GDB 调试、串口监视、Modbus / CAN / VISA 协议调试、外设驱动适配及流水线编排,支持 Linux、macOS、Windows 三平台。

When your agent uses it

  • Development work in your project

Example prompts

  • “/workflow”

Requirements

  • Python 3

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. 先阅读 references/usage.md,确认参数。
  2. 探测环境
  3. 查看可用流水线
  4. 执行流水线

What it can do on your machine

Read from SKILL.md and the folder at commit 9218f23. It shows what the files ask for, not the result of running them.

  • Tool permissions

    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.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Workflow loads about 422 tokens when it runs, and up to ~1.2k if it reads all its reference files. Until then it costs about 13 tokens; SKILL.md has 58 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~13
When it runs · the whole SKILL.md, loaded when a task matches
~422
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.2k

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.

Safety

Auto-check passed

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); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 58 words (~422 tokens).

name
workflow

Read the full SKILL.md on GitHub

Files

SKILL.md and 3 other files (scripts, references) in skills/workflow of LeoKemp223/embed-ai-tool.

  • SKILL.md
  • agents/openai.yaml
  • references/usage.md
  • scripts/workflow_runner.py

Open the folder on GitHubat commit 9218f23

Compare with similar skills

Workflow 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.

Workflow compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Workflow this skillLeoKemp223/embed-ai-tool984—~422Automated safety check: PassNone
Esp32 Firmware Engineeralxv2016/folloup-sticky1161 repos~3.8kAutomated safety check: PassGPL-3.0
Auto EmbeddedDunCanYounG-1/MICU-auto-embedded253—~1.6kAutomated safety check: PassCC-BY-NC-4.0
Embedded Cpp14 MisraBlueAndi/Pixelix443—~2kAutomated safety check: PassMIT
Embedded Cpp14 MisraBlueAndi/Pixelix443—~2.2kAutomated safety check: PassMIT
C64 Meatloaf Debugidolpx/meatloaf128—~12kAutomated safety check: PassGPL-3.0

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Works with

Categories

Questions about Workflow

What does Workflow do?

当需要串联多个 skill 完成编译+烧录+监控或编译+烧录+调试等流水线任务时使用. An agent skill from LeoKemp223/embed-ai-tool. Workflow is an agent skill from LeoKemp223/embed-ai-tool.

When should I use Workflow?

Workflow fits situations like: development work in your project.

How do I install Workflow in Claude Code?

Run `npx skills add LeoKemp223/embed-ai-tool --skill workflow -a claude-code`. Or copy the skill folder (skills/workflow in LeoKemp223/embed-ai-tool) into .claude/skills/workflow in your project. Claude Code loads it when a task matches its description.

How do I install Workflow in Codex?

Run `npx skills add LeoKemp223/embed-ai-tool --skill workflow -a codex`. Or copy the skill folder (skills/workflow in LeoKemp223/embed-ai-tool) into .agents/skills/workflow in your project. Codex loads it when a task matches its description.

Can I use Workflow in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add LeoKemp223/embed-ai-tool --skill workflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/workflow, .gemini/skills/workflow, .github/skills/workflow and .opencode/skills/workflow in your project.

What does Workflow need to run?

Going by SKILL.md and its folder, Workflow needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.

Does Workflow access the network?

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.

Is Workflow safe to install?

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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Workflow use?

No licence was found for Workflow or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Workflow use?

About 422 tokens (SKILL.md is roughly 1.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 746 tokens, read only when the agent opens those files.

What are the alternatives to Workflow?

Skills that share tags, products or a category with Workflow: Esp32 Firmware Engineer (alxv2016/folloup-sticky, 116 stars), Auto Embedded (DunCanYounG-1/MICU-auto-embedded, 253 stars), Embedded Cpp14 Misra (BlueAndi/Pixelix, 443 stars) and Embedded Cpp14 Misra (BlueAndi/Pixelix, 443 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Workflow?

LeoKemp223 (a GitHub user) maintains it in LeoKemp223/embed-ai-tool, which has 984 GitHub stars. The repository holds 25 skills in this directory. The repository was last updated on August 20, 2026.

Source: LeoKemp223/embed-ai-tool on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.