REPOGEO REPORT · LITE
Hyde46/hoard
Default branch main · commit 03349b7c · scanned 5/31/2026, 11:06:50 AM
GitHub: 655 stars · 28 forks
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 Hyde46/hoard, 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.
- highreadme#1Clarify core purpose and differentiation in README's opening
Why:
CURRENTcommand organizer tool to hoard all your precious commands 💎🐉 #### What is a command organizer? A command organizer lets you save commands that you often use, but are too complicated or long to remember.
COPY-PASTE FIXHoard is a powerful CLI command organizer written in Rust, designed to help you save, categorize, and quickly retrieve complex shell commands. Unlike shell history tools like `fzf` or `atuin`, Hoard focuses on persistent, named commands with descriptions and namespaces, rather than just recalling past executions. It is not a dotfile manager.
- mediumtopics#2Add more specific topics to improve categorization
Why:
CURRENTbash, cli, command, command-line-tool, gpt, gpt-3, organizer, rust, tool, zsh
COPY-PASTE FIXcli, command, command-line-tool, command-organizer, snippet-manager, rust, shell, productivity, terminal, gpt-integration
- lowcomparison#3Create a dedicated 'Comparison' or 'How is Hoard different?' section in README
Why:
CURRENTThe line: `hoard` is **not** supposed to replace shell history finder like `fzf` `atuin` or similar utilities. It rather should be used in conjunction with them.
COPY-PASTE FIX## How is Hoard different? Hoard is a command organizer, not a shell history finder or a script manager. While tools like `fzf` and `atuin` excel at searching your past shell history, Hoard focuses on *saving* and *categorizing* specific, often complex commands for future use. It complements these tools by providing a curated collection of your most valuable commands, complete with names, descriptions, and namespaces, making them easy to find and reuse without relying on memory or history logs. Unlike script managers, Hoard stores individual commands, not entire scripts, making it ideal for frequently used one-liners or parameterized commands.
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.
- fzf · recommended 1×
- atuin · recommended 1×
- Pet · recommended 1×
- Zsh History Substring Search · recommended 1×
- Bash History Search · recommended 1×
- CATEGORY QUERYHow can I save and quickly retrieve frequently used, complex shell commands?you: not recommendedAI recommended (in order):
- fzf
- atuin
- Pet
- Zsh History Substring Search
- Bash History Search
- Alias/Function
- A simple text file
AI recommended 7 alternatives but never named Hyde46/hoard. This is the gap to close.
Show full AI answer
- CATEGORY QUERYLooking for a Rust-based command-line tool to manage and categorize my custom scripts.you: not recommendedAI recommended (in order):
- script-manager
- just
- cargo-script
- xonsh
- nu (Nushell)
AI recommended 5 alternatives but never named Hyde46/hoard. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesspass
- README presencepass
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 Hyde46/hoard?passAI named Hyde46/hoard explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts Hyde46/hoard in production, what risks or prerequisites should they evaluate first?passAI named Hyde46/hoard 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 Hyde46/hoard solve, and who is the primary audience?passAI named Hyde46/hoard explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
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Hyde46/hoard — 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