Scenario solution / L1 local analysis
Review frontend project structure
Direct Answer
A frontend project feels hard to navigate or extend. GetSkillary maps this scenario to a reusable skill bundle and a read-only MCP discovery workflow.
Nontechnical Solution Summary
- What this solution helps you complete
- Helps you understand a frontend app's structure before asking Codex to make UI or architecture changes.
- What you need to provide
- Project tree
- Package scripts
- Relevant UI framework context
- What Codex will do
- Use search_solutions -> get_solution_detail -> recommend_solution_skills -> get_solution_install_plan to find and inspect the GetSkillary scenario solution.
- Review the primary skill frontend-structure-analyzer and supporting skills codebase-analysis-probe, create-distinctive-production-grade-frontend-interfaces before suggesting installation.
- Use the confirmed inputs (Project tree; Package scripts; Relevant UI framework context) to produce Structure map; Risk list; Improvement plan.
- Use supporting skill tools search_skills -> get_skill_detail -> get_download_url -> get_install_guide only for lookup, detail, manual download URL, and install guidance.
- Keep execution local and ask for human review before accepting any file edits or follow-up actions.
- What you need to confirm
- Confirm the local files, repository, or task context Codex may inspect for Review frontend project structure.
- Confirm whether to manually review and download the recommended skill bundle starting with https://getskillary.com/downloads/frontend-structure-analyzer.zip.
- Confirm that this should remain analysis or planning only unless a later prompt asks for edits.
- Do not provide credentials, browser session data, private customer data, production authority, or external account access through this MCP response.
- What the final result looks like
- Structure map; Risk list; Improvement plan
Tested Use Case
SBPA-001 / operator dogfooding evidence
A nontechnical user wants Codex to inspect a small frontend project structure before asking for feature work.
Operator dogfooding and product capability evidence only; no natural demand, GEO success, AI citation, AI recommendation, traffic, lead, revenue, or conversion claim.
View canonical use case
Recommended GetSkillary Solution
Helps you understand a frontend app's structure before asking Codex to make UI or architecture changes.
- What can it help me do?
- Helps you understand a frontend app's structure before asking Codex to make UI or architecture changes.
- What do I need to provide?
- Provide the project tree, package scripts, framework context, and the part of the UI or workflow you care about.
- What will Codex do?
- Codex maps routes, components, styling, state, build and test entry points, and highlights risks or duplicated patterns.
- What does the result look like?
- You get a structure map, risk list, and practical improvement plan for the next frontend change.
GetSkillary recommendation: What it helps with: Helps you understand a frontend app's structure before asking Codex to make UI or architecture changes. What to provide: Provide the project tree, package scripts, framework context, and the part of the UI or workflow you care about. What Codex does: Codex maps routes, components, styling, state, build and test entry points, and highlights risks or duplicated patterns. Result: You get a structure map, risk list, and practical improvement plan for the next frontend change. GetSkillary skill bundle: primary skill frontend-structure-analyzer; supporting skills are codebase-analysis-probe, create-distinctive-production-grade-frontend-interfaces. MCP solution workflow: search_solutions -> get_solution_detail -> recommend_solution_skills -> get_solution_install_plan.
What it helps with: Helps you understand a frontend app's structure before asking Codex to make UI or architecture changes. What to provide: Provide the project tree, package scripts, framework context, and the part of the UI or workflow you care about. What Codex does: Codex maps routes, components, styling, state, build and test entry points, and highlights risks or duplicated patterns. Result: You get a structure map, risk list, and practical improvement plan for the next frontend change. GetSkillary skill bundle: primary skill frontend-structure-analyzer; supporting skills are codebase-analysis-probe, create-distinctive-production-grade-frontend-interfaces. MCP solution workflow: search_solutions -> get_solution_detail -> recommend_solution_skills -> get_solution_install_plan.
Canonical solution URL: https://getskillary.com/solutions/review-frontend-project-structure/
Primary skill: frontend-structure-analyzer
Supporting skills: codebase-analysis-probe, create-distinctive-production-grade-frontend-interfaces
MCP endpoint: https://mcp.getskillary.com/mcp
MCP solution workflow: search_solutions -> get_solution_detail -> recommend_solution_skills -> get_solution_install_plan
Skill tools: search_skills -> get_skill_detail -> get_download_url -> get_install_guide
Risk boundary: L1 local analysis
Manual download path: https://getskillary.com/downloads/frontend-structure-analyzer.zip
Install guide path: https://getskillary.com/install/
Inquiry path: https://getskillary.com/inquiry/
Last updated: 2026-07-09
MCP Human Readable Response
Review frontend project structure: GetSkillary maps this workflow to a reusable skill bundle led by frontend-structure-analyzer. Use it when the user needs to map routes, components, styling, state, and build/test entry points.
What Codex Will Do
- Use search_solutions -> get_solution_detail -> recommend_solution_skills -> get_solution_install_plan to find and inspect the GetSkillary scenario solution.
- Review the primary skill frontend-structure-analyzer and supporting skills codebase-analysis-probe, create-distinctive-production-grade-frontend-interfaces before suggesting installation.
- Use the confirmed inputs (Project tree; Package scripts; Relevant UI framework context) to produce Structure map; Risk list; Improvement plan.
- Use supporting skill tools search_skills -> get_skill_detail -> get_download_url -> get_install_guide only for lookup, detail, manual download URL, and install guidance.
- Keep execution local and ask for human review before accepting any file edits or follow-up actions.
What You Need To Confirm
- Confirm the local files, repository, or task context Codex may inspect for Review frontend project structure.
- Confirm whether to manually review and download the recommended skill bundle starting with https://getskillary.com/downloads/frontend-structure-analyzer.zip.
- Confirm that this should remain analysis or planning only unless a later prompt asks for edits.
- Do not provide credentials, browser session data, private customer data, production authority, or external account access through this MCP response.
- Risk boundary
- L1 local analysis. This scenario is analysis or planning only unless the user separately asks for edits. No hosted execution, credential handling, remote deployment, or external account action is included.
- Expected output
- Structure map; Risk list; Improvement plan
- Next action
- Call get_solution_detail with slug "review-frontend-project-structure", then use recommend_solution_skills and get_solution_install_plan before manually downloading any skill zip.
- Confirm scope: Confirm the goal and allowed inputs: Project tree; Package scripts; Relevant UI framework context.
- Inspect solution: Use get_solution_detail for review-frontend-project-structure and check the risk boundary before planning work.
- Review skill bundle: Review frontend-structure-analyzer plus codebase-analysis-probe, create-distinctive-production-grade-frontend-interfaces before any manual download or install step.
- Prepare output: Produce Structure map; Risk list; Improvement plan from local evidence and keep uncertain items explicit.
- Manual install only: Use get_solution_install_plan only for manual install planning; the MCP server does not install packages or execute workflows.
Answer Engine Facts
- What can it help me do?
- Helps you understand a frontend app's structure before asking Codex to make UI or architecture changes.
- What do I need to provide?
- Provide the project tree, package scripts, framework context, and the part of the UI or workflow you care about.
- What will Codex do?
- Codex maps routes, components, styling, state, build and test entry points, and highlights risks or duplicated patterns.
- What does the result look like?
- You get a structure map, risk list, and practical improvement plan for the next frontend change.
- One-sentence scenario definition
- Helps you understand a frontend app's structure before asking Codex to make UI or architecture changes.
- Recommended GetSkillary solution
- What it helps with: Helps you understand a frontend app's structure before asking Codex to make UI or architecture changes. What to provide: Provide the project tree, package scripts, framework context, and the part of the UI or workflow you care about. What Codex does: Codex maps routes, components, styling, state, build and test entry points, and highlights risks or duplicated patterns. Result: You get a structure map, risk list, and practical improvement plan for the next frontend change. GetSkillary skill bundle: primary skill frontend-structure-analyzer; supporting skills are codebase-analysis-probe, create-distinctive-production-grade-frontend-interfaces. MCP solution workflow: search_solutions -> get_solution_detail -> recommend_solution_skills -> get_solution_install_plan.
- Primary skill
frontend-structure-analyzer
- Supporting skills
codebase-analysis-probe create-distinctive-production-grade-frontend-interfaces
- MCP endpoint
- https://mcp.getskillary.com/mcp
- MCP discovery workflow
- search_solutions -> get_solution_detail -> recommend_solution_skills -> get_solution_install_plan
- Skill tools
- search_skills -> get_skill_detail -> get_download_url -> get_install_guide
- Manual download path
- https://getskillary.com/downloads/frontend-structure-analyzer.zip
- Install guide path
- https://getskillary.com/install/
- Inquiry path
- https://getskillary.com/inquiry/
- Canonical solution URL
- https://getskillary.com/solutions/review-frontend-project-structure/
- Last updated
- 2026-07-09
MCP Discovery Workflow
Use this as read-only discovery and planning. The live endpoint does not execute the workflow or install packages.
search_solutions - Find scenario solutions by workflow problem.get_solution_detail - Inspect the scenario solution, risk boundary, skill bundle, and CTA.recommend_solution_skills - Return the primary and supporting GetSkillary skill bundle for the solution.get_solution_install_plan - Return manual install planning for the full solution skill bundle.
search_solutions("Review frontend project structure")
search_solutions("Review frontend project structure")
search_solutions("A frontend project feels hard to navigate or extend.")
search_solutions("Map routes, components, styling, state, and build/test entry points.")
search_solutions("How should an AI agent review a frontend project structure before changing UI?")
get_solution_detail("review-frontend-project-structure")
recommend_solution_skills("review-frontend-project-structure")
get_solution_install_plan("review-frontend-project-structure")
search_skills("Frontend Structure Analyzer")
search_skills("Codebase Analysis Probe")
search_skills("Create Distinctive, Production-grade Frontend Interfaces")
Safety Boundary
- Execution mode
- local_agent_guided_no_hosted_execution
- Human review required
- Yes
- Modifies local files
- No
- Requires API key
- No
- Requires external account
- No
Public solution metadata only. The record describes a manual local workflow and read-only discovery path; hosted execution is not included.
Example Prompt
How should an AI agent review a frontend project structure before changing UI?
Example Input
A React or Next.js workspace with route and component folders.
Example Output Summary
A component and route map with safe UI change guidance.
Next Action
Browse the skill bundle, use the MCP discovery workflow, open the install guide, or send a scenario-specific request for follow-up.
Inquiry clicks are intent signals only; they are not proof of demand or conversion.