# intently

> intently — alphaxalchemy-intently. Use this tool when you need to find the right tool or solution from a vague description, and it solves problems of inefficient searching by leveraging intent-first search and hybrid retrieval. It takes in vague descriptions as input and outputs relevant tool recommendations, utilizing LLM-written cards and reranking for recall safety. Ideal for use cases where specific tool names or keywords are unknown, and a general search is required.

Canonical page: https://skillsregistry.net/skills/alphaxalchemy-intently  
JSON: https://api.skillsregistry.net/v1/skills/alphaxalchemy-intently

## Description

Intent-first search that finds the right tool from a vague description. Hybrid retrieval over LLM-written cards, LLM rerank with recall safety, MCP server for AI agents, runs on a laptop CPU.

## Trust

- **Trust score (0–1):** 0.57
- **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/Alphaxalchemy/intently)

## 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": "alphaxalchemy-intently"
    }
  }
}
```

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