RRepoGEO

REPOGEO REPORT · LITE

obra/superpowers-skills

Default branch main · commit cdcd624a · scanned 6/6/2026, 3:02:44 AM

GitHub: 686 stars · 155 forks

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 obra/superpowers-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
  • hightopics#1
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai-skills, claude-ai, superpowers-plugin, community-contributed, ai-tools, agent-skills, ai-assistant-skills
  • highreadme#2
    Clarify README H1 to emphasize collection for AI plugin

    Why:

    CURRENT
    # Superpowers Skills
    COPY-PASTE FIX
    # Superpowers Skills: Community-Editable Collection for Claude Code's AI Plugin
  • mediumreadme#3
    Add an 'Examples' section to the README

    Why:

    COPY-PASTE FIX
    ## Examples

Some examples of skills you might find or contribute:

- `master-of-obscure-trivia`: Knows an impressive amount of niche facts.
- `human-lie-detector`: Can often tell when someone is being untruthful.
- `expert-procrastinator`: Exceptionally skilled at delaying tasks until the last minute.

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 obra/superpowers-skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI Function Calling
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI Function Calling · recommended 1×
  2. LangChain · recommended 1×
  3. LlamaIndex · recommended 1×
  4. Microsoft Semantic Kernel · recommended 1×
  5. Google Gemini API · recommended 1×
  • CATEGORY QUERY
    How can I add custom tools or functions to an AI assistant's capabilities?
    you: not recommended
    AI recommended (in order):
    1. OpenAI Function Calling
    2. LangChain
    3. LlamaIndex
    4. Microsoft Semantic Kernel
    5. Google Gemini API

    AI recommended 5 alternatives but never named obra/superpowers-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find community-contributed skills to extend my AI assistant's functionality?
    you: not recommended
    AI recommended (in order):
    1. OpenAI GPT Store
    2. Hugging Face Hub
    3. Voiceflow Marketplace
    4. Botpress Community Marketplace
    5. Snips
    6. Rhasspy
    7. GitHub
    8. GitLab
    9. Zapier
    10. Make
    11. Integromat

    AI recommended 11 alternatives but never named obra/superpowers-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 obra/superpowers-skills?
    pass
    AI named obra/superpowers-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 obra/superpowers-skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named obra/superpowers-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 obra/superpowers-skills solve, and who is the primary audience?
    pass
    AI did not name obra/superpowers-skills — 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?

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obra/superpowers-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