intel

Search code, artifacts, and event logs with ranked relevance via FTS5/BM25.

2|Updated Mar 16, 2026
One-click install
npx skills add https://github.com/hamzaPixl/pixl-ai --skill intel
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: intel
Source: https://github.com/hamzaPixl/pixl-ai/tree/main/packages/crew/skills/intel
Command: npx skills add https://github.com/hamzaPixl/pixl-ai --skill intel

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Need to locate code, artifacts, and event history across a large codebase quickly, with ranked relevance, and fallback when the Pixl CLI is unavailable.

Core Features & Use Cases

  • Semantic code search using FTS5 and BM25 ranking.
  • Artifact management for storing and retrieving versioned data.
  • Event history queries to review decisions and milestones.
  • Fallback mechanisms to Grep/Glob when Pixl CLI is missing.
  • Use case example: A developer wants to find all occurrences of a specific function and related artifacts, or audit recent decision events.

Quick Start

Ask the intel skill to search for "authentication middleware" across the codebase and return the top results.

Frequently Asked Questions about intel

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I search code and artifacts with ranked relevance across a large codebase?

Search code and artifacts using FTS5 and BM25 ranking to query Pixl knowledge bases. This retrieves indexed code snippets, versioned artifacts, and event logs based on textual relevance, returning structured JSON output for downstream processing.

What is the best way to query event history and audit recent decisions in my project?

Query event history by searching Pixl knowledge bases to retrieve logged milestones and decisions. The skill queries these event records using FTS5/BM25 ranking, returning structured JSON output for auditing and downstream processing.

Do I need the Pixl CLI installed to search code and event logs?

You do not strictly need the Pixl CLI to search code and event logs. The skill requires the CLI for indexed FTS5 queries, but automatically falls back to standard file system grep and glob mechanisms when the CLI is unavailable.

How does FTS5 and BM25 ranking improve code search results?

FTS5 and BM25 ranking improve code search by calculating term frequency and relevance across Pixl knowledge bases. This ensures that the most relevant code snippets, artifacts, and event logs are ranked at the top of the returned JSON results.

Can I use grep to find code if the indexed search CLI is missing?

You can use grep to find code if the indexed search CLI is missing. The skill automatically falls back to standard file system grep and glob operations to locate code and artifacts when the Pixl CLI is unavailable.

How do I retrieve versioned artifact data for downstream processing?

Retrieve versioned artifact data by querying Pixl knowledge bases using the search skill. It supports JSON output, allowing you to seamlessly pass the ranked artifact search results to downstream processing pipelines.