Agent skill · Audited from source

build-makefile

skill · leokemp223/embed-ai-toolLicence not declaredAudited 24 Oct 2026 · source f2eee4d05246

★ 1,032pushed 65 days ago
✓SAFEGrade B · 89/100 · 24 Oct 2026 · f2eee4d
1,032repo stars · whole leokemp223/embed-ai-tool

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit f2eee4d05246 and found no filesystem, network or shell access and no hard-coded secrets. What it does: 当需要编译基于裸 Makefile 的嵌入式固件工程(无 CMake/IDE),调用自带脚本解析 Makefile、执行 make 并定位固件产物时使用。

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Cite this page

ModelsAtlas. “build-makefile (leokemp223/embed-ai-tool)”. Retrieved 24 Oct 2026. https://modelsatlas.com/skills/leokemp223/build-makefile

Trust audit

Audit 0.4.1 · source read 24 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium1 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 13,985 of 14,816 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS1
L1 Static sourceSecrets, path traversal, supply chain, hidden codePASS0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass, no license.

Findings (1)

LOWInventory / provenanceinv.no_license
F-13 Inventory / provenanceCWE-1104Layer L0
Why
no LICENSE file and no repo licence
Fix
add a licence

Audit 0.4.1 · source sha f2eee4d05246 · 24 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • Publisherleokemp223 GitHub userOwner of the repository this skill is read from
  • Source folderleokemp223/embed-ai-tool/skills/build-makefileThe exact folder we audited
  • LicenceNot declaredAs the repository states it
  • Commit pinned for this verdictf2eee4d05246A new audit runs when the source changes
  • Repository statusNot archivedLast push 65 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: 当需要编译基于裸 Makefile 的嵌入式固件工程(无 CMake/IDE),调用自带脚本解析 Makefile、执行 make 并定位固件产物时使用。

---
name: build-makefile
description: 当需要编译基于裸 Makefile 的嵌入式固件工程(无 CMake/IDE),调用自带脚本解析 Makefile、执行 make 并定位固件产物时使用。
---

# 构建 Makefile 工程

## 适用场景

- `Project Profile` 中标明 `build_system: makefile`。
- 工作区存在 `Makefile` / `makefile` / `GNUmakefile`,但没有 `CMakeLists.txt`、`platformio.ini`、`.uvprojx` 或 `.ewp`。
- 用户希望对裸 Makefile MCU 工程执行编译或确认固件产物。
- 烧录或调试流程需要新的 `ELF`、`HEX` 或 `BIN`。

## 必要输入

- 工作区路径,或一份已有的 `Project Profile`。
- 可选的 make 目标名、额外变量(如 `CROSS_COMPILE`、`MCU`)、make 标志和并行任务数。

## 自动探测

- 脚本启动即自动复用工程根目录 `.em_skill.json` 中上次成功的 profile 作为默认参数(显式参数优先,无需先手动传 `--resume`);`--resume` 仅用于断言缓存必须存在,无缓存则非零退出。无缓存或用户明确要求重新探测时,脚本自动回退到正常扫描。
- 若工作区根目录存在 `Makefile` / `makefile` / `GNUmakefile`,脚本自动识别。
- 解析 Makefile 变量:`CROSS_COMPILE`、`CC`、`TARGET`、`MCU`、`BOARD`、`CFLAGS`、`LDFLAGS` 等。
- 从 `CROSS_COMPILE` 前缀推断工具链家族(`arm-none-eabi-` → `gnu-arm`,`riscv32-unknown-elf-` → `gnu-riscv`,`xtensa-esp32-elf-` → `gnu-esp`)。
- 从 `MCU` 变量、`-mcpu=` 标志或链接脚本名推断目标芯片。
- 检测 `make` / `gmake` / `mingw32-make` 是否可用。
- 若 Makefile 包含 `# Generated by CMake`,提示用户使用 `build-cmake` skill。

## 执行步骤

1. 先阅读 [references/usage.md](references/usage.md),确认本次是环境探测、解析 Makefile、列出目标、执行构建,还是仅扫描产物。
2. 若不确定环境是否就绪,先运行自带脚本 [scripts/makefile_builder.py](scripts/makefile_builder.py) 的 `--detect` 模式确认。
3. 运行 `--parse-makefile` 检查解析出的变量和工具链信息,确认目标芯片和编译器。
4. 若需查看可用目标,运行 `--list-targets`。
5. 使用 `--source` 运行构建,按需指定 `--target`、`--clean`、`--extra-args` 和 `-j`。
6. 读取脚本输出的构建结果和产物扫描报告,将产物路径写回 `Project Profile` 并交给下游 skill。

## 失败分流

- 当缺少 `make` 或交叉编译器时,返回 `environment-missing`。
- 当 Makefile 语法错误、链接失败或目标名无效时,返回 `project-config-error`。
- 当构建成功但未在源目录及 `build/`、`output/`、`out/` 中找到可烧录产物时,返回 `artifact-missing`。
- 当工作区存在多个顶层 Makefile 且意图不明确时,返回 `ambiguous-context`。

## 平台说明

- Linux / macOS 上 `make` 通常已预装。
- Windows 上需要 MSYS2、MinGW 或 WSL 提供 `make`。脚本会依次尝试 `make`、`gmake`、`mingw32-make`。
- 输出中的构建目录应保持为绝对路径,方便下游烧录和调试 skill 直接复用。

## 输出约定

- 输出构建命令、构建目录、解析的工具链信息和首选产物路径。
- 用 `artifact_path`、`artifact_kind`、`toolchain` 和 `target_mcu` 更新 `Project Profile`。
- 成功后推荐 `flash-openocd`、`flash-jlink` 或 `debug-gdb-openocd`。

## 交接关系

- 当下一步意图是给硬件烧录程序时,将成功构建结果交给 `flash-openocd` 或 `flash-jlink`。
- 当下一步需要符号信息或调试会话时,将成功构建结果交给 `debug-gdb-openocd` 或 `debug-jlink`。

Excerpt, first 2,204 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit f2eee4d

Download folder ↗
git clone https://github.com/leokemp223/embed-ai-tool
git -C embed-ai-tool checkout f2eee4d05246

The author documents no install command, so this uses the repository directly. Our verdict covers commit f2eee4d05246 only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source f2eee4d05246

README badge

For maintainers · shows the latest audit

ModelsAtlas: SAFE BMODELSATLASSAFE · B
[![ModelsAtlas: SAFE B](https://modelsatlas.com/skills/leokemp223/build-makefile/badge.svg)](https://modelsatlas.com/skills/leokemp223/build-makefile/)

The badge shows our verdict and grade for this skill, and links back to this page. It changes when the audit does.

Add this badge to your README

[![ModelsAtlas: SAFE B](https://modelsatlas.com/skills/leokemp223/build-makefile/badge.svg)](https://modelsatlas.com/skills/leokemp223/build-makefile/)

Questions about build-makefile

What does the build-makefile skill do?
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。
Is build-makefile safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can build-makefile access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (f2eee4d05246), read on 2026-10-24. The repository is watched, and a new audit runs when it changes — this is the first audit.

Sources

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