# agentic-dev-assistant

> agentic-dev-assistant — saifuljnu-agentic-dev-assistant. Use this tool when you need to automate GitHub issue resolution and draft PR creation with integrated testing and code review. It solves problems of manual coding and review by utilizing a multi-agent AI assistant with swappable language models, reducing development time and costs. The tool takes GitHub issues as input and outputs draft PRs with tests, accessible via a FastAPI interface.

Canonical page: https://skillsregistry.net/skills/saifuljnu-agentic-dev-assistant  
JSON: https://api.skillsregistry.net/v1/skills/saifuljnu-agentic-dev-assistant

## Description

Multi-agent AI assistant that turns a GitHub issue into a draft PR with tests; planner/coder/reviewer loop on LangGraph, served via FastAPI + MCP. Swappable Claude / GPT / local Hugging Face models. Prompt caching & model tiering for ~50% lower cost. Dockerized, CI-tested.

## Trust

- **Trust score (0–1):** 0.91
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

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

## Source

- **Source listing:** [GitHub](https://github.com/SaifulJnU/agentic-dev-assistant)

## 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": "saifuljnu-agentic-dev-assistant"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/saifuljnu-agentic-dev-assistant` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/saifuljnu-agentic-dev-assistant/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