REPOGEO REPORT · LITE
davis7dotsh/better-context
Default branch main · commit 864e5ba4 · scanned 5/20/2026, 12:33:22 PM
GitHub: 1,121 stars · 78 forks
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.
2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).
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 davis7dotsh/better-context, 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#1Add a clear category statement to the README's opening paragraph
Why:
CURRENTAsk your AI agent questions about libraries and frameworks by searching the actual source code, not outdated docs.
COPY-PASTE FIXAsk your AI agent questions about libraries and frameworks by searching the actual source code, not outdated docs. btca is a specialized context provider for AI coding agents, designed to give them real-time, accurate understanding of your project's libraries and frameworks by analyzing their source code.
- mediumtopics#2Enhance repository topics with more specific keywords
Why:
CURRENTai, context, docs
COPY-PASTE FIXai, context, docs, source-code-analysis, llm-tools, agent-context, project-understanding, code-analysis
- mediumreadme#3Replace the prominent `[!WARNING]` with a concise `[!NOTE]` in a dedicated section
Why:
CURRENT> [!WARNING] > btca is being rewritten right now. The new version will overwrite the current one with full backwards compatibility, while fixing a ton of issues and massively improving performance. It is being rebuilt around pi agent and node to improve the Windows experience.
COPY-PASTE FIX```markdown > [!NOTE] > btca is currently undergoing a major rewrite to improve performance and compatibility, with full backwards compatibility planned. Refer to the project's issues for the latest updates. ```
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.
- GitHub Copilot Chat / GitHub Copilot Enterprise · recommended 1×
- Cursor IDE · recommended 1×
- Codeium · recommended 1×
- OpenAI GPT-4 · recommended 1×
- ChatGPT Enterprise · recommended 1×
- CATEGORY QUERYHow can I get up-to-date context on project libraries directly from source code using AI?you: not recommendedAI recommended (in order):
- GitHub Copilot Chat / GitHub Copilot Enterprise
- Cursor IDE
- Codeium
- OpenAI GPT-4
- ChatGPT Enterprise
- Google Gemini
- Gemini Advanced
- Ollama (ollama/ollama)
- LM Studio
- Llama 3
- Mixtral
- Code Llama
AI recommended 12 alternatives but never named davis7dotsh/better-context. This is the gap to close.
Show full AI answer
- CATEGORY QUERYTool to help my coding AI agent understand project dependencies by analyzing source code?you: not recommendedAI recommended (in order):
- Understand
- Lattix Architect
- CodeLogic
- SonarQube (SonarSource/sonarqube)
- Dependency-Track (DependencyTrack/dependency-track)
- jq (stedolan/jq)
- grep
- awk
- sed
- Tree-sitter (tree-sitter/tree-sitter)
- Eclipse JDT (eclipse-jdt/eclipse.jdt.core)
- Roslyn (dotnet/roslyn)
- Clang (llvm/llvm-project)
AI recommended 13 alternatives but never named davis7dotsh/better-context. 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 davis7dotsh/better-context?passAI named davis7dotsh/better-context explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts davis7dotsh/better-context in production, what risks or prerequisites should they evaluate first?passAI named davis7dotsh/better-context 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 davis7dotsh/better-context solve, and who is the primary audience?passAI did not name davis7dotsh/better-context — likely talking about a different project
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 davis7dotsh/better-context. 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/davis7dotsh/better-context)<a href="https://repogeo.com/en/r/davis7dotsh/better-context"><img src="https://repogeo.com/badge/davis7dotsh/better-context.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
davis7dotsh/better-context — 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