RRepoGEO

REPOGEO REPORT · LITE

getsentry/skills

Default branch main · commit 493bb490 · scanned 6/6/2026, 7:43:03 PM

GitHub: 775 stars · 41 forks

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 getsentry/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 README opening to distinguish from AI frameworks

    Why:

    CURRENT
    # Sentry Skills

> [!NOTE]
> For skills to help set up Sentry in your project or debug production issues, see https://github.com/getsentry/sentry-for-ai

Agent skills for Sentry employees, following the Agent Skills open format.
    COPY-PASTE FIX
    # Sentry Skills

This repository contains a collection of pre-built AI agent skills used internally by Sentry employees for development and operations. It is *not* an AI application development framework like LangChain or LlamaIndex. For public-facing skills to help set up Sentry or debug production issues, see https://github.com/getsentry/sentry-for-ai.

These skills follow the Agent Skills open format.
  • mediumtopics#2
    Add specific topics to improve categorization

    Why:

    CURRENT
    tag-production
    COPY-PASTE FIX
    ai-agents, agent-skills, internal-tools, developer-tools, sentry, claude-code, copilot, skills-sh
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/getsentry/sentry-for-ai

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 getsentry/skills
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. LlamaIndex · recommended 1×
  3. OpenAI Assistants API · recommended 1×
  4. AutoGPT/BabyAGI · recommended 1×
  5. Semantic Kernel · recommended 1×
  • CATEGORY QUERY
    What tools help develop custom agent skills for AI coding assistants?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. OpenAI Assistants API
    4. AutoGPT/BabyAGI
    5. Semantic Kernel
    6. CrewAI
    7. Guidance

    AI recommended 7 alternatives but never named getsentry/skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I integrate AI agent capabilities to debug production issues efficiently?
    you: not recommended
    AI recommended (in order):
    1. Datadog
    2. New Relic
    3. Splunk
    4. Grafana
    5. Loki
    6. Prometheus
    7. Anodot
    8. AIOps for Grafana
    9. OpenAI GPT-4
    10. OpenAI GPT-3.5
    11. PagerDuty
    12. Lightrun

    AI recommended 12 alternatives but never named getsentry/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
    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 getsentry/skills?
    pass
    AI named getsentry/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 getsentry/skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named getsentry/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 getsentry/skills solve, and who is the primary audience?
    pass
    AI named getsentry/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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getsentry/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