# Smart-Study-Agent

> Smart-Study-Agent — humphreysun98-smart-study-agent. Use this tool when you need to optimize your learning process with personalized study sessions. The Smart-Study-Agent solves problems of inefficient study timing and content selection by utilizing reinforcement learning (RL) and flexible spaced repetition scheduling (FSRS) to tailor quizzes to your learning style. It takes in your learning habits and outputs customized quizzes, with interfaces including Chrome extension, Anki export, and MCP server integration.

Canonical page: https://skillsregistry.net/skills/humphreysun98-smart-study-agent  
JSON: https://api.skillsregistry.net/v1/skills/humphreysun98-smart-study-agent

## Description

The AI study agent that learns how you learn — RL picks the action, FSRS picks the timing, the LLM only writes the quizzes. Chrome extension · Anki export · MCP server · runs on Ollama

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **License:** MIT
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/HumphreySun98/Smart-Study-Agent)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "humphreysun98-smart-study-agent"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/humphreysun98-smart-study-agent` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/humphreysun98-smart-study-agent/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt