RRepoGEO

REPOGEO REPORT · LITE

ARM-software/CMSIS_5

Default branch develop · commit 55b19837 · scanned 6/28/2026, 8:41:47 PM

GitHub: 1,600 stars · 1,099 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface ARM-software/CMSIS_5, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    arm, cortex-m, embedded, microcontroller, hal, api, rtos, dsp, middleware, cmsis, hardware-abstraction
  • highreadme#2
    Reposition README's opening to define CMSIS v5's purpose

    Why:

    CURRENT
    Consider to upgrade to CMSIS Version 6. Refer to Migration from CMSIS v5 for more information. The branch *master* of this GitHub repository contains .
    COPY-PASTE FIX
    CMSIS Version 5 (Cortex Microcontroller Software Interface Standard) provides a vendor-independent hardware abstraction layer for ARM Cortex-M microcontrollers. It offers a standardized API for core peripherals, DSP functions, and RTOS services, enabling portable embedded software development. While CMSIS Version 6 is the latest, this repository serves as the stable archive for Version 5, supporting existing projects and compatibility requirements.
  • mediumreadme#3
    Complete the incomplete sentence in the README

    Why:

    CURRENT
    The branch *master* of this GitHub repository contains .
    COPY-PASTE FIX
    The branch *master* of this GitHub repository contains the stable release files and documentation for CMSIS Version 5.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface ARM-software/CMSIS_5
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
NXP MCUXpresso SDK
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. NXP MCUXpresso SDK · recommended 2×
  2. CMSIS · recommended 1×
  3. STM32Cube HAL/LL Libraries · recommended 1×
  4. Zephyr RTOS · recommended 1×
  5. Mbed OS · recommended 1×
  • CATEGORY QUERY
    Needs a standardized API for programming ARM Cortex-M microcontrollers in embedded C.
    you: not recommended
    AI recommended (in order):
    1. CMSIS
    2. STM32Cube HAL/LL Libraries
    3. Zephyr RTOS
    4. Mbed OS
    5. FreeRTOS
    6. Microchip MPLAB Harmony
    7. NXP MCUXpresso SDK

    AI recommended 7 alternatives but never named ARM-software/CMSIS_5. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a hardware abstraction layer for developing real-time applications on Cortex-M processors.
    you: not recommended
    AI recommended (in order):
    1. STM32Cube HAL/LL
    2. NXP MCUXpresso SDK
    3. ARM CMSIS-Driver
    4. Zephyr RTOS HAL
    5. Mbed OS HAL
    6. Rust Embedded-HAL

    AI recommended 6 alternatives but never named ARM-software/CMSIS_5. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of ARM-software/CMSIS_5?
    pass
    AI named ARM-software/CMSIS_5 explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts ARM-software/CMSIS_5 in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ARM-software/CMSIS_5 explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo ARM-software/CMSIS_5 solve, and who is the primary audience?
    pass
    AI named ARM-software/CMSIS_5 explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of ARM-software/CMSIS_5. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/ARM-software/CMSIS_5.svg)](https://repogeo.com/en/r/ARM-software/CMSIS_5)
HTML
<a href="https://repogeo.com/en/r/ARM-software/CMSIS_5"><img src="https://repogeo.com/badge/ARM-software/CMSIS_5.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

ARM-software/CMSIS_5 — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite