REPOGEO REPORT · LITE

tech-leads-club/agent-skills

Default branch main · commit 81e7e0dd · scanned 5/27/2026, 8:41:45 AM

GitHub: 4,455 stars · 386 forks

AI VISIBILITY SCORE

40 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

2 pass · 0 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 tech-leads-club/agent-skills, 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

Clarify agent-skills as an open-source alternative to commercial marketplaces for AI skills

Why:

CURRENT

In an ecosystem where <a href="https://github.com/snyk/agent-scan/blob/main/.github/reports/skills-report.pdf">over 13% of marketplace skills contain critical vulnerabilities</a>, <b>Agent Skills</b> stands apart as a hardened library of <b>verified</b>, <b>tested</b>, and <b>safe</b> capabilities.

COPY-PASTE FIX

In an ecosystem where <a href="https://github.com/snyk/agent-scan/blob/main/.github/reports/skills-report.pdf">over 13% of commercial marketplace skills contain critical vulnerabilities</a>, <b>Agent Skills</b> stands apart as a hardened, open-source library of <b>verified</b>, <b>tested</b> and <b>safe</b> capabilities, offering a trusted alternative to proprietary registries.

mediumtopics#2

Expand repository topics to include 'library', 'registry', and 'open-source'

Why:

CURRENT

agent, ai, antigravity, claude-code, copilot, cursor, skills

COPY-PASTE FIX

agent, ai, antigravity, claude-code, copilot, cursor, skills, library, registry, open-source

lowreadme#3

Clarify the existing license in the README's 'License and Attribution' section

Why:

COPY-PASTE FIX

Add a sentence to the 'License and Attribution' section clarifying the specific terms of the `LICENSE` file, as it is not a standard SPDX license. For example: 'This project is licensed under the terms specified in the `LICENSE` file. As this is not a standard SPDX license, please review the `LICENSE` file directly for the full and specific terms of use and attribution.'

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 tech-leads-club/agent-skills

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

GitHub Marketplace

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

GitHub Marketplace · recommended 1×
AWS Marketplace · recommended 1×
Google Cloud Marketplace · recommended 1×
Azure Marketplace · recommended 1×
OpenAI API · recommended 1×

CATEGORY QUERY
Where can I find secure, pre-vetted capabilities to enhance my AI coding assistant?
you: not recommended
AI recommended (in order):
1. GitHub Marketplace
2. AWS Marketplace
3. Google Cloud Marketplace
4. Azure Marketplace
5. OpenAI API
6. Anthropic
7. Google AI
8. Snyk
9. SonarQube
10. SonarCloud
AI recommended 10 alternatives but never named tech-leads-club/agent-skills. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for a trusted registry of verified skills to extend my development AI agents securely.
you: not recommended
AI recommended (in order):
1. OpenAI GPTs (Custom GPTs)
2. LangChain Hub
3. Hugging Face Hub
4. Azure AI Gallery
5. AWS Marketplace for Machine Learning
6. Google Cloud Vertex AI Model Garden
7. Kaggle Models
8. GitHub
AI recommended 8 alternatives but never named tech-leads-club/agent-skills. This is the gap to close.
Show full AI answer

Objective checks

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

Metadata completeness
pass
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 tech-leads-club/agent-skills?
pass
AI named tech-leads-club/agent-skills explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts tech-leads-club/agent-skills in production, what risks or prerequisites should they evaluate first?
pass
AI named tech-leads-club/agent-skills 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 tech-leads-club/agent-skills solve, and who is the primary audience?
pass
AI named tech-leads-club/agent-skills explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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MARKDOWN (README)

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tech-leads-club/agent-skills — 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