RRepoGEO

REPOGEO REPORT · LITE

afar1/fieldtheory-cli

Default branch main · commit 4b4a0f67 · scanned 6/22/2026, 6:02:00 AM

GitHub: 1,917 stars · 198 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 afar1/fieldtheory-cli, 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 'Field Theory' as a product name in the README's opening

    Why:

    CURRENT
    # Field Theory CLI

Sync and store bookmarks locally, manage Field Theory Library and command workflows, and make local context available to Claude Code, Codex, or any agent with shell access.
    COPY-PASTE FIX
    # Field Theory CLI

*Note: 'Field Theory' is the product name for this suite of tools, not a reference to theoretical physics.*

Sync and store bookmarks locally, manage Field Theory Library and command workflows, and make local context available to Claude Code, Codex, or any agent with shell access.
  • mediumtopics#2
    Add more specific topics for AI agent and bookmark management

    Why:

    CURRENT
    agent-tools, bookmarks, cli, local-first, markdown
    COPY-PASTE FIX
    agent-tools, bookmarks, cli, local-first, markdown, ai-agents, browser-bookmarks, local-context, command-line-tool
  • lowabout#3
    Refine the repository description to clarify the product name and primary functions

    Why:

    CURRENT
    Field Theory CLI for bookmarks, Library, commands, and agent workflows
    COPY-PASTE FIX
    Field Theory CLI: Manage bookmarks, Library, commands, and AI agent workflows. (Note: 'Field Theory' is a product name, not theoretical physics.)

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 afar1/fieldtheory-cli
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
bookmark-cli
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. bookmark-cli · recommended 1×
  2. url-cli · recommended 1×
  3. jq · recommended 1×
  4. fzf · recommended 1×
  5. sqlite3 · recommended 1×
  • CATEGORY QUERY
    How to manage and sync browser bookmarks locally from the command line?
    you: not recommended
    AI recommended (in order):
    1. bookmark-cli
    2. url-cli
    3. jq
    4. fzf
    5. sqlite3
    6. bookmark-sync
    7. Git
    8. Dropbox
    9. Google Drive
    10. OneDrive
    11. Nextcloud
    12. Syncthing
    13. rsync

    AI recommended 13 alternatives but never named afar1/fieldtheory-cli. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What CLI tool helps provide local context and commands to AI agents?
    you: not recommended
    AI recommended (in order):
    1. LangChain CLI
    2. Open Interpreter
    3. AutoGPT
    4. AgentGPT
    5. BabyAGI

    AI recommended 5 alternatives but never named afar1/fieldtheory-cli. 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 afar1/fieldtheory-cli?
    pass
    AI named afar1/fieldtheory-cli explicitly

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

  • If a team adopts afar1/fieldtheory-cli in production, what risks or prerequisites should they evaluate first?
    pass
    AI named afar1/fieldtheory-cli 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 afar1/fieldtheory-cli solve, and who is the primary audience?
    pass
    AI named afar1/fieldtheory-cli explicitly

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

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afar1/fieldtheory-cli — 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