AI Plugin Indexai-fluency vs frontend-api-contracts
ai-fluency and frontend-api-contracts are both ai and llm tools skills. frontend-api-contracts scores higher (87 vs 71 out of 100). frontend-api-contracts has more GitHub stars (91k), and frontend-api-contracts was updated more recently (2 days ago). The table compares them side by side.
| ai-fluency | frontend-api-contracts | |
|---|---|---|
| Score | 71 / 100 | 87 / 100 |
| What it does | Show the user's AI Engineering Fluency stats (token usage, cost, sessions, charts, fluency score) in the AI Engineering Fluency canvas. Use when the user asks about their AI or Copilot token usage, spend, recent sessions, or fluency score. | This skill should be used when the user asks to "add an API call", "change a backend", "update settings persistence", "change conversation events", "fix backend auth", "add Agent Server support", or changes src/api, backend registry, Cloud/runtime transport, settings, secrets, compatibility, or conversation resume behavior. |
| Publisher | Community: rajbos | Community: OpenHands |
| Grades | Maintenance A, Licence A, Quality B | Maintenance A, Licence A, Quality A |
| npm downloads a week | Not on npm | Not on npm |
| Runs | Skill | Skill |
| Works with | Claude Code, Claude apps | Claude Code, Claude apps |
| GitHub stars | 118 | 91,343 |
| Last commit | 20 Oct 2026 | 20 Oct 2026 |
| Licence | MIT | MIT |
| Listed since | 20 Oct 2026 | 20 Oct 2026 |
| Install ai-fluency | Install frontend-api-contracts |
Questions
Is ai-fluency or frontend-api-contracts more popular?
frontend-api-contracts has more GitHub stars: 91,343.
Can I use ai-fluency and frontend-api-contracts together?
Yes. AI assistants can load several skills at once. Install both and the assistant picks the right one for each task.