REPOGEO REPORT · LITE
HoangNguyen0403/agent-skills-standard
Default branch develop · commit 1a96c1b5 · scanned 6/14/2026, 4:52:05 PM
GitHub: 506 stars · 147 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 HoangNguyen0403/agent-skills-standard, 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 opening to clarify AI agent standards framework
Why:
CURRENTThe portable SDLC standards layer for AI coding agents. Sync once, then work in your own runtime.Current release: `v2.4.7` — workflow-end telemetry guidance, MCP session-cost helpers, and clearer runtime integration for SDLC handoff reporting. 259 ready-to-use coding standards for Cursor, Claude Code, GitHub Copilot, Gemini, Windsurf, Trae, Kiro, Roo and more — synced, versioned, and optimized to use 85% fewer tokens than traditional prompt engineering.
COPY-PASTE FIXThe **declarative standard and framework for AI coding agents** to consistently follow team SDLC guidelines and best practices. `agent-skills-standard` provides a portable, platform-agnostic layer for defining and enforcing coding standards across AI models like Cursor, Claude Code, GitHub Copilot, Gemini, and more. Sync once, then work in your own runtime, with standards optimized to use **85% fewer tokens** than traditional prompt engineering.
- hightopics#2Refine topics to emphasize AI agent standards and declarative frameworks
Why:
CURRENTagent-, agentic-ai, android, angular, best-practices, coding-standards, cursor-rules, flutter, golang, ios, kotlin, laravel, nestjs, nextjs, react, react-native, reactjs, spring-boot, typescript
COPY-PASTE FIXagent-, agentic-ai, ai-agent-standards, declarative-ai, ai-coding-guidelines, agentic-workflow, prompt-engineering-optimization, ai-sdlc, coding-standards-for-ai, best-practices-for-ai, cursor-rules, github-copilot-standards, claude-code-standards, gemini-ai-standards
- mediumreadme#3Add a dedicated section clarifying the unique differentiator
Why:
COPY-PASTE FIXAdd a new section (e.g., after 'The Solution') titled 'Why `agent-skills-standard` is different' or 'Key Differentiators', with content like: 'Unlike generic linters or framework-specific tools, `agent-skills-standard` provides a **platform-agnostic, declarative standard** for defining AI agent skills. It focuses on **token optimization** (85% fewer tokens) and offers a **versioned, portable SDLC layer** that scales across teams and various AI coding assistants, ensuring consistent application of your unique coding standards.'
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 for Business / Enterprise · recommended 1×
- SonarQube / SonarCloud · recommended 1×
- ESLint · recommended 1×
- Black · recommended 1×
- Prettier · recommended 1×
- CATEGORY QUERYHow to enforce team coding standards and best practices for AI code generation?you: not recommendedAI recommended (in order):
- GitHub Copilot for Business / Enterprise
- SonarQube / SonarCloud
- ESLint
- Black
- Prettier
- Review Board
- Gerrit
- GitHub Pull Request Reviews
- OpenAI API
- Hugging Face Transformers
- Husky
AI recommended 11 alternatives but never named HoangNguyen0403/agent-skills-standard. This is the gap to close.
Show full AI answer
- CATEGORY QUERYTool to ensure AI coding assistants follow consistent architectural patterns and style guidelines?you: not recommendedAI recommended (in order):
- ESLint (eslint/eslint)
- Black (psf/black)
- Prettier (prettier/prettier)
- @typescript-eslint/eslint-plugin (typescript-eslint/typescript-eslint)
- eslint-plugin-react (jsx-eslint/eslint-plugin-react)
- SonarQube (SonarSource/sonarqube)
- adr-tools (nprymek/adr-tools)
- Structurizr (structurizr/java)
- tree-sitter (tree-sitter/tree-sitter)
- ANTLR (antlr/antlr4)
- GitHub Pull Requests
- GitLab Merge Requests
AI recommended 12 alternatives but never named HoangNguyen0403/agent-skills-standard. 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 HoangNguyen0403/agent-skills-standard?passAI did not name HoangNguyen0403/agent-skills-standard — 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?
- If a team adopts HoangNguyen0403/agent-skills-standard in production, what risks or prerequisites should they evaluate first?passAI named HoangNguyen0403/agent-skills-standard 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 HoangNguyen0403/agent-skills-standard solve, and who is the primary audience?passAI did not name HoangNguyen0403/agent-skills-standard — 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?
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HoangNguyen0403/agent-skills-standard — 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