RRepoGEO

REPOGEO REPORT · LITE

midudev/autoskills

Default branch main · commit c32e201b · scanned 5/21/2026, 6:56:32 AM

GitHub: 5,617 stars · 524 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
28 /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
2 / 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 midudev/autoskills, 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
  • highreadme#1
    Reposition README opening to clarify core function

    Why:

    CURRENT
    Scans your project, detects your tech stack, and installs curated AI agent skills automatically.
    COPY-PASTE FIX
    Scans your project, detects your tech stack, and installs curated AI agent skills automatically. This tool specifically provides verified AI agent capabilities for your codebase, not for managing personal professional skills or general software dependencies.
  • hightopics#2
    Add relevant GitHub topics

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-agents, skill-installer, developer-tools, cli, generative-ai, project-automation, tech-stack-detection
  • mediumreadme#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    ## License
This project is licensed under [insert specific license name(s) here, e.g., 'the Apache-2.0 and MIT licenses']. Please see the `LICENSE` file for full details.

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 midudev/autoskills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 1×
  2. SQLAlchemy · recommended 1×
  3. psycopg2 · recommended 1×
  4. PyGithub · recommended 1×
  5. LlamaIndex · recommended 1×
  • CATEGORY QUERY
    How can I automatically install relevant AI agent skills based on my project's tech stack?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. SQLAlchemy
    3. psycopg2
    4. PyGithub
    5. LlamaIndex
    6. OpenAI Assistants API
    7. AutoGPT
    8. BabyAGI
    9. Hugging Face Agents
    10. ESLint
    11. Tree-sitter
    12. OpenAPI/Swagger

    AI recommended 12 alternatives but never named midudev/autoskills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What's a secure way to manage and install AI agent capabilities for my development projects?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Hub
    2. MLflow
    3. Poetry
    4. Docker/Podman
    5. Kubernetes
    6. HashiCorp Vault
    7. AWS CodeArtifact / Azure Artifacts / Google Cloud Artifact Registry

    AI recommended 7 alternatives but never named midudev/autoskills. 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 midudev/autoskills?
    pass
    AI did not name midudev/autoskills — likely talking about a different project

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

  • If a team adopts midudev/autoskills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named midudev/autoskills 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 midudev/autoskills solve, and who is the primary audience?
    pass
    AI named midudev/autoskills 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 midudev/autoskills. 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/midudev/autoskills.svg)](https://repogeo.com/en/r/midudev/autoskills)
HTML
<a href="https://repogeo.com/en/r/midudev/autoskills"><img src="https://repogeo.com/badge/midudev/autoskills.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

midudev/autoskills — 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