REPOGEO REPORT · LITE
enulus/OpenPackage
Default branch main · commit 399187d6 · scanned 5/30/2026, 11:37:34 PM
GitHub: 560 stars · 30 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 enulus/OpenPackage, 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#1Reposition README's opening to clarify AI agent config focus
Why:
CURRENTOpenPackage enables simple, modular management of coding agent configs, providing unified installation, management, and packaging of rules, commands, agents, skills, and MCPs for any platform, any codebase.
COPY-PASTE FIXOpenPackage is the universal package manager specifically designed for **AI coding agent configurations**, enabling unified installation, management, and packaging of rules, commands, agents, skills, and MCPs for any platform, any codebase. Unlike general system package managers or broad AI frameworks, OpenPackage focuses solely on the modular organization and distribution of agent-specific assets.
- mediumtopics#2Add more specific topics to reinforce AI agent config niche
Why:
CURRENTagents, ai, cli, coding, commands, openpackage, opkg, package-manager, plugins, rules, skills
COPY-PASTE FIXagents, ai, cli, coding, commands, openpackage, opkg, package-manager, plugins, rules, skills, ai-agent-configs, agent-skills-management, llm-ops, ai-workflow-management
- lowreadme#3Add a 'Comparison' section to the README
Why:
COPY-PASTE FIX## Comparison to Other Tools **Not a General System Package Manager:** OpenPackage is not a replacement for system-level package managers like Winget, Chocolatey, or Scoop. It does not manage applications or system libraries. Instead, it specializes in the modular packaging and distribution of AI agent configurations. **Not an AI Framework:** While OpenPackage works *with* AI coding tools and frameworks like LangChain or LlamaIndex, it is not an AI framework itself. It provides the infrastructure to manage the *configs* (rules, commands, skills) that these frameworks might utilize, rather than providing AI models or orchestration logic.
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.
- LangChain · recommended 1×
- LlamaIndex · recommended 1×
- OpenAI Functions · recommended 1×
- Google AI Function Calling · recommended 1×
- Haystack · recommended 1×
- CATEGORY QUERYHow can I effectively manage and package custom skills for my AI coding agents?you: not recommendedAI recommended (in order):
- LangChain
- LlamaIndex
- OpenAI Functions
- Google AI Function Calling
- Haystack
- Semantic Kernel
- setuptools
AI recommended 7 alternatives but never named enulus/OpenPackage. This is the gap to close.
Show full AI answer
- CATEGORY QUERYLooking for a universal package manager to organize rules and commands for AI coding tools.you: not recommendedAI recommended (in order):
- DVC (Data Version Control)
- Make
- CMake
- Hydra
- MLflow
- Poetry
- Just (Just a command runner)
- Task (Task runner)
AI recommended 8 alternatives but never named enulus/OpenPackage. 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 enulus/OpenPackage?passAI named enulus/OpenPackage explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts enulus/OpenPackage in production, what risks or prerequisites should they evaluate first?passAI named enulus/OpenPackage 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 enulus/OpenPackage solve, and who is the primary audience?passAI named enulus/OpenPackage explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
Drop this badge into the README of enulus/OpenPackage. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
[](https://repogeo.com/en/r/enulus/OpenPackage)<a href="https://repogeo.com/en/r/enulus/OpenPackage"><img src="https://repogeo.com/badge/enulus/OpenPackage.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
enulus/OpenPackage — 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