RRepoGEO

REPOGEO REPORT · LITE

forcedotcom/sf-skills

Default branch main · commit 672707e0 · scanned 6/8/2026, 3:36:29 AM

GitHub: 511 stars · 187 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 forcedotcom/sf-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

2 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 "executable AI agent skills"

    Why:

    CURRENT
    This repository provides a curated collection of Salesforce agent skills for building applications. It includes skills for Agentforce agents, Lightning apps, Flow, Apex, SOQL, Lightning Web Components (LWC), UI bundles, objects and fields, permission sets, and related areas.
    COPY-PASTE FIX
    This repository provides a curated collection of **executable AI agent skills** specifically designed for building applications on the Salesforce platform. These skills are directory-based workflows for Agentforce agents, Lightning apps, Flow, Apex, SOQL, Lightning Web Components (LWC), UI bundles, objects and fields, permission sets, and related areas.
  • mediumlicense#2
    Clarify the existing license(s) in the README

    Why:

    COPY-PASTE FIX
    This project is licensed under [Specify License Name(s) and link to LICENSE file if applicable]. Please refer to the [LICENSE](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 forcedotcom/sf-skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Cloud AI Platform
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Cloud AI Platform · recommended 1×
  2. Amazon Web Services (AWS) AI Services · recommended 1×
  3. Microsoft Azure AI Services · recommended 1×
  4. huggingface/transformers · recommended 1×
  5. OpenAI API · recommended 1×
  • CATEGORY QUERY
    Where can I find a collection of pre-built skills for AI-powered application development?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud AI Platform
    2. Amazon Web Services (AWS) AI Services
    3. Microsoft Azure AI Services
    4. Hugging Face Transformers (huggingface/transformers)
    5. OpenAI API
    6. Clarifai
    7. IBM Watson APIs

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

    Show full AI answer
  • CATEGORY QUERY
    What tools provide reusable components and patterns for building enterprise applications quickly?
    you: not recommended
    AI recommended (in order):
    1. Angular
    2. Angular Material
    3. React
    4. Ant Design
    5. Vue.js
    6. Element UI
    7. Vuetify
    8. Microsoft Power Apps
    9. OutSystems
    10. Salesforce Lightning Platform
    11. Lightning Web Components
    12. Aura Components

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