Vercel Composition Patterns
supabase/supabase
React composition patterns that scale. An agent skill from supabase/supabase.
当需要通过 J-Link GDB Server 启动或附着 GDB 会话，完成固件下载、在线调试或崩溃现场检查时使用. An agent skill from LeoKemp223/embed-ai-tool.
Install Debug Jlink
$ npx skills add LeoKemp223/embed-ai-tool --skill debug-jlink -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install LeoKemp223/embed-ai-tool debug-jlink --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/LeoKemp223/embed-ai-tool.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/debug-jlink .claude/skills/debug-jlink && 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 "debug-jlink" agent skill from https://github.com/LeoKemp223/embed-ai-tool/tree/master/skills/debug-jlink into .claude/skills/debug-jlink/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "debug-jlink", 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/LeoKemp223/embed-ai-tool/tree/master/skills/debug-jlinkType 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 LeoKemp223/embed-ai-tool --skill debug-jlink -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install LeoKemp223/embed-ai-tool debug-jlink --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LeoKemp223/embed-ai-tool.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/debug-jlink .agents/skills/debug-jlink && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "debug-jlink" agent skill from https://github.com/LeoKemp223/embed-ai-tool/tree/master/skills/debug-jlink into .agents/skills/debug-jlink/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "debug-jlink", 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 LeoKemp223/embed-ai-tool --skill debug-jlink -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install LeoKemp223/embed-ai-tool debug-jlink --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LeoKemp223/embed-ai-tool.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/debug-jlink .cursor/skills/debug-jlink && 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 "debug-jlink" agent skill from https://github.com/LeoKemp223/embed-ai-tool/tree/master/skills/debug-jlink into .cursor/skills/debug-jlink/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "debug-jlink", 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/LeoKemp223/embed-ai-tool.git --path skills/debug-jlink--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 LeoKemp223/embed-ai-tool --skill debug-jlink -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install LeoKemp223/embed-ai-tool debug-jlink --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LeoKemp223/embed-ai-tool.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/debug-jlink .gemini/skills/debug-jlink && 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 "debug-jlink" agent skill from https://github.com/LeoKemp223/embed-ai-tool/tree/master/skills/debug-jlink into .gemini/skills/debug-jlink/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "debug-jlink", 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 LeoKemp223/embed-ai-tool debug-jlinkInstalls 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 LeoKemp223/embed-ai-tool --skill debug-jlink -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/LeoKemp223/embed-ai-tool.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/debug-jlink .github/skills/debug-jlink && 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 "debug-jlink" agent skill from https://github.com/LeoKemp223/embed-ai-tool/tree/master/skills/debug-jlink into .github/skills/debug-jlink/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "debug-jlink", 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 LeoKemp223/embed-ai-tool --skill debug-jlink -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install LeoKemp223/embed-ai-tool debug-jlink --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LeoKemp223/embed-ai-tool.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/debug-jlink .opencode/skills/debug-jlink && 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 "debug-jlink" agent skill from https://github.com/LeoKemp223/embed-ai-tool/tree/master/skills/debug-jlink into .opencode/skills/debug-jlink/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "debug-jlink", 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.
Facts
- Skill name
debug-jlink- GitHub stars
- 984
- Token cost
- ~491 tokens
- SKILL.md length
- 156 words
- Files
- 4 (incl. scripts, references)
- Skills in repo
- 25
- Repo updated
- First seen
- Licence
- None found
At a glance
当需要通过 J-Link GDB Server 启动或附着 GDB 会话，完成固件下载、在线调试或崩溃现场检查时使用. An agent skill from LeoKemp223/embed-ai-tool.
- Works in 6 steps: 先阅读… → 若不确定环境是否就绪，先运行自带脚本… → 根据用户意图选择调试模式：download-and-halt（默认）、attach… → …
- Development work in your project
- SKILL.md covers 适用场景, 必要输入, 自动探测 and 执行步骤, plus 4 more sections
- Runs Python scripts from its folder
What it does
Debug Jlink is an agent skill from LeoKemp223/embed-ai-tool. 当需要通过 J-Link GDB Server 启动或附着 GDB 会话，完成固件下载、在线调试或崩溃现场检查时使用。
Its SKILL.md is about 490 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/jlink_debugger.py`).
It sits in Development. 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
- “/debug-jlink”
Requirements
- Python 3
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- 先阅读 references/usage.md，确认本次是环境探测，还是执行调试会话。
- 若不确定环境是否就绪，先运行自带脚本 scripts/jlink_debugger.py 的 --detect 模式确认。
- 根据用户意图选择调试模式：download-and-halt（默认）、attach-only 或 crash-context。
- 使用 --elf + --device 启动调试，可选 --interface 和 --port。
- 需要 SWO 输出时，使用 --swo 参数。
- 读取脚本输出的调试结果，重点关注寄存器状态、回溯帧和 Fault 寄存器。
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.
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
Debug Jlink loads about 491 tokens when it runs, and up to ~1.1k if it reads all its reference files. Until then it costs about 18 tokens; SKILL.md has 156 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.
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 156 words (~491 tokens).
- name
- debug-jlink
Files
SKILL.md and 3 other files (scripts, references) in skills/debug-jlink of LeoKemp223/embed-ai-tool.
- SKILL.md
- agents/openai.yaml
- references/usage.md
- scripts/jlink_debugger.py
Open the folder on GitHubat commit 9218f23
Compare with similar skills
Debug Jlink 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 |
|---|---|---|---|---|---|---|
| Debug Jlink this skillLeoKemp223/embed-ai-tool | 984 | — | ~491 | Automated safety check: Pass | None | |
| Vercel Composition Patternssupabase/supabase | 111k | 59 repos | ~726 | Automated safety check: Pass | MIT | |
| Finishing a Development Branchobra/superpowers | 296k | 5 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Typescript Advanced Typesrolling-scopes/rsschool-app | 10k | 25 repos | ~4.2k | Automated safety check: Pass | MPL-2.0 | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT |
Similar skills
- Official
Finishing a Development Branch
obra/superpowers
Walks the last step of a branch: confirm tests pass, detect the git environment, ask how to integrate, carry out your choice and clean up the worktree.
Typescript Advanced Types
rolling-scopes/rsschool-app
Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications.
PR Babysitter
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
Code Review Checklist
shareAI-lab/learn-claude-code
Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.
Greploop
onyx-dot-app/onyx
Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments.
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当需要通过 Keil MDK 命令行编译嵌入式工程，调用自带脚本解析工程文件、执行构建并定位固件产物时使用. An agent skill from LeoKemp223/embed-ai-tool.
Flash Keil
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当需要通过 Keil MDK 内置调试器烧录固件到目标板时使用，利用工程中已配置的调试器和 Flash 算法执行下载. An agent skill from LeoKemp223/embed-ai-tool.
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当需要用 Saleae 逻辑分析仪在线采集数字波形并解码 I2C/SPI/UART/CAN 时使用，通过 Logic 2 自动化服务驱动硬件采集、添加协议解码器并导出数据。
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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.
Can Debug
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当需要调试 CAN 总线通信时使用，支持通过 USB-CAN 适配器监听、发送 CAN 帧和扫描节点. An agent skill from LeoKemp223/embed-ai-tool.
Debug Platformio
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当需要通过 PlatformIO 内置调试功能对目标板进行 GDB 调试时使用，支持下载暂停、附加和崩溃现场分析. An agent skill from LeoKemp223/embed-ai-tool.
Related
Categories
Questions about Debug Jlink
What does Debug Jlink do?
当需要通过 J-Link GDB Server 启动或附着 GDB 会话，完成固件下载、在线调试或崩溃现场检查时使用. An agent skill from LeoKemp223/embed-ai-tool. Debug Jlink is an agent skill from LeoKemp223/embed-ai-tool.
When should I use Debug Jlink?
Debug Jlink fits situations like: development work in your project.
How do I install Debug Jlink in Claude Code?
Run `npx skills add LeoKemp223/embed-ai-tool --skill debug-jlink -a claude-code`. Or copy the skill folder (skills/debug-jlink in LeoKemp223/embed-ai-tool) into .claude/skills/debug-jlink in your project. Claude Code loads it when a task matches its description.
How do I install Debug Jlink in Codex?
Run `npx skills add LeoKemp223/embed-ai-tool --skill debug-jlink -a codex`. Or copy the skill folder (skills/debug-jlink in LeoKemp223/embed-ai-tool) into .agents/skills/debug-jlink in your project. Codex loads it when a task matches its description.
Can I use Debug Jlink 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 debug-jlink -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/debug-jlink, .gemini/skills/debug-jlink, .github/skills/debug-jlink and .opencode/skills/debug-jlink in your project.
What does Debug Jlink need to run?
Going by SKILL.md and its folder, Debug Jlink needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Debug Jlink 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 Debug Jlink 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 Debug Jlink use?
No licence was found for Debug Jlink or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Debug Jlink use?
About 491 tokens (SKILL.md is roughly 2k 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 617 tokens, read only when the agent opens those files.
What are the alternatives to Debug Jlink?
Skills that share tags, products or a category with Debug Jlink: Vercel Composition Patterns (supabase/supabase, 111k stars), Finishing a Development Branch (obra/superpowers, 296k stars), Typescript Advanced Types (rolling-scopes/rsschool-app, 10k stars) and PR Babysitter (openinterpreter/openinterpreter, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Debug Jlink?
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.