# Registry Jsonl Search Ranking

> Build and query a JSONL registry with relevance scoring, type filtering, and trigger matching.

- Skill: `shyamsridhar123/registry-jsonl-search-ranking` (Agent Skill)
- Install (CLI): `npx skillmds@latest add shyamsridhar123/registry-jsonl-search-ranking`
- Raw SKILL.md: https://api.skillmd.com/api/skills/shyamsridhar123/registry-jsonl-search-ranking/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: shyamsridhar123 (https://skillmd.com/u/shyamsridhar123)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/shyamsridhar123/registry-jsonl-search-ranking

---


# Registry Jsonl Search Ranking

Build and query a JSONL registry with relevance scoring, type filtering, and trigger matching.

## When to Use

Use this skill when:

- Working with code in `src/registry/index.ts/`
- User mentions "registry"
- User mentions "search"
- User mentions "jsonl"
- User mentions "score"
- User mentions "index"

## Patterns

- append-only JSONL entries for skills and agents
- scored search over name/description/triggers/category
- type filter (skill|agent) and result limiting
- list/get helpers for registry introspection

## Examples

```
const registry = new Registry(cwd); const results = await registry.search(query, { type, limit });
```

## Category

**quality** - Testing, validation, and code quality