# StackGuide

> Use this tool when you need to enhance AI coding assistants with on-demand context loading, solving problems of inefficient code structure analysis and test-driven development workflow support. StackGuide provides relevant code structure through AST analysis and dynamic context loading, accepting coding inputs and outputting contextual information. It is ideal for use cases requiring efficient and informed coding assistance, such as development workflows and coding projects.

Canonical page: https://skillsregistry.net/skills/isucorp-stackguide  
JSON: https://api.skillsregistry.net/v1/skills/isucorp-stackguide

## Description

StackGuide provides on-demand context loading for AI coding assistants. It uses AST analysis to surface relevant code structure and supports test-driven development workflows by loading context dynamically as needed.

## Trust

- **Trust score (0–1):** 0.40
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-01

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/isucorp-stackguide)
- **Repository:** <https://github.com/isucorp-taimiralain/stackguide-mcp>

## 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": "isucorp-stackguide"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/isucorp-stackguide` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/isucorp-stackguide/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