skills.rest
sirkirby
sirkirbyCOMMUNITY
Explore all skills by this author →
Website𝕏@sirkirbyGitHub

codebase-intelligence

Search code semantically and query Oak CI database for impact analysis.

656|92|Updated Apr 21, 2025
Search Tags:#refactoring#codebase#analysis#search#sql#intelligence
One-click install
npx skills add https://github.com/sirkirby/unifi-network-mcp --skill codebase-intelligence-sirkirby
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: codebase-intelligence
Source: https://github.com/sirkirby/unifi-network-mcp/tree/main/.cursor/skills/codebase-intelligence
Command: npx skills add https://github.com/sirkirby/unifi-network-mcp --skill codebase-intelligence-sirkirby

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps you understand, navigate, and query your codebase more effectively than traditional tools like grep, by leveraging semantic search and direct database access.

Core Features & Use Cases

  • Semantic Code Search: Find code related to concepts, not just keywords.
  • Impact Analysis: Understand how changes in one area might affect others.
  • Database Querying: Directly query the Oak CI database for session history, memories, and activity logs.
  • Use Case: You need to refactor a complex authentication module. Use this Skill to find all semantically related code, understand past decisions about authentication, and assess the potential impact of your changes before you start coding.

Quick Start

Search for code related to "user session management" in your codebase.

Frequently Asked Questions about codebase-intelligence

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

FAQPage Schema
How does semantic code search help with codebase analysis?▼

Semantic code search finds code based on concepts rather than exact keywords, enabling you to locate functionally related modules across the codebase without relying on exact string matches.

How do I assess refactoring risks before modifying a complex module?▼

To assess refactoring risks, you perform impact analysis to understand how changes in one area affect others, mapping dependencies and evaluating potential ripple effects before starting modifications.

Can I query session history and activity logs directly from the CI database?▼

Yes, you can directly query the CI database using SQL to retrieve session history, memories, and activity logs, facilitating comprehensive analysis of development history and past decisions.

What is the best way to find past decisions about a specific feature like user session management?▼

The best way to find past decisions is to combine semantic search for related code with direct SQL queries against the CI database, retrieving historical activity logs and memories associated with that feature.

Does this codebase intelligence approach work without integrating external dependencies?▼

Yes, this approach works without external dependencies, leveraging built-in vector search and direct SQL querying to provide comprehensive code intelligence and database access independently.

Related Skills

Explore More Software Engineering Skills→
mdmagnuson-creatormdmagnuson-creator

vectorize

Manage codebase and database vectorization for semantic search.

Community
Advanced
Seth090502Seth090502

telemetry

Analyze system interaction logs for subagent and tool failures.

Community
Advanced
Ramprasad4121Ramprasad4121
1

audit-prep-assistant

Prepare codebases for security review with static analysis and documentation.

Community
Advanced
scooter-lacroixscooter-lacroix
8

search-tools

Compare code search tools and select via decision tree.

Community
Intermediate