RRepoGEO

REPOGEO REPORT · LITE

proxysoul/soulforge

Default branch main · commit 5264722d · scanned 6/10/2026, 11:46:44 PM

GitHub: 772 stars · 60 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
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 proxysoul/soulforge, 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
    Add a clear H1/H2 to the README explicitly stating the repo's core purpose

    Why:

    CURRENT
    <p><strong>The AI coding agent that edits symbols, not strings.</strong></p>
    COPY-PASTE FIX
    # SoulForge: The AI Coding Agent that Edits Symbols, Not Strings

An AI coding agent for AST surgery, full LSP integration, and a live code graph for contextual edits.
  • hightopics#2
    Expand repository topics with more specific AI coding agent terms

    Why:

    CURRENT
    ai, ai-agents, claude-code, cli, graph, harness, lsp, neovim, nvim, opencode, tui
    COPY-PASTE FIX
    ai, ai-agents, claude-code, cli, graph, harness, lsp, neovim, nvim, opencode, tui, ai-coding-assistant, code-refactoring, ast, ast-surgery, lsp-integration, code-graph, developer-tools, generative-ai
  • mediumlicense#3
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    Add a 'License' section to the README, stating: 'SoulForge is distributed under the terms specified in the LICENSE file. Please refer to the LICENSE file for full details on the applicable terms and conditions.'

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 proxysoul/soulforge
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Cursor
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Cursor · recommended 1×
  2. Continue · recommended 1×
  3. GitHub Copilot · recommended 1×
  4. Tabnine · recommended 1×
  5. Codeium · recommended 1×
  • CATEGORY QUERY
    How can I use an AI agent for code refactoring that understands AST, not just strings?
    you: not recommended
    Show full AI answer
  • CATEGORY QUERY
    What AI coding assistant integrates with LSP and uses a code graph for contextual edits?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Continue
    3. GitHub Copilot
    4. Tabnine
    5. Codeium

    AI recommended 5 alternatives but never named proxysoul/soulforge. 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 proxysoul/soulforge?
    pass
    AI named proxysoul/soulforge explicitly

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

  • If a team adopts proxysoul/soulforge in production, what risks or prerequisites should they evaluate first?
    pass
    AI named proxysoul/soulforge 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 proxysoul/soulforge solve, and who is the primary audience?
    pass
    AI named proxysoul/soulforge explicitly

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

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proxysoul/soulforge — 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