Code Intelligence Tool Selection
SkillDev toolsCode understanding tool selection. Use when exploring architecture,
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Code Intelligence Tool Selection skill
What this skill tells your AI
The instructions your AI receives, as published by wingedguardian/genesis-agi in .claude/skills/code-intelligence/SKILL.md and read by ahel’s review.
| Need | Tool | Example |
|---|---|---|
| Package/module overview | codebase_navigate MCP (L0→L1→L2) | "What packages exist?" |
| Symbol definition/signature | Serena find_symbol | "Where is Router defined?" |
| Who calls/references X | Serena find_referencing_symbols | "Who calls _set_output?" |
| File symbol overview | Serena get_symbols_overview | "What's in engine.py?" |
| What breaks if I change X | GitNexus impact | "Blast radius of renaming Router" |
| End-to-end execution flow | GitNexus query | "How does task submission work?" |
| Architecture/clusters | GitNexus context or clusters resource | "What's in the memory package?" |
| String pattern / non-Python | Grep | "Find all TODO comments" |
| File by name | Glob | "Find all *_hook.py files" |
Escalation Path
Start cheap, escalate as needed:
codebase_navigatefor orientation (always available, fast)- Serena for precise symbol work (LSP-powered, Python-only)
- GitNexus for relationships and impact (knowledge graph, needs index)
- Grep/Glob for everything else
Availability
- Serena: Always available. 1-2s init per session.
- GitNexus: Requires index. Check freshness:
npx gitnexus status. PostToolUse hook auto-detects staleness after commits. codebase_navigate: Always available (Genesis health MCP).
Signals
- GitHub stars
- 96
- Forks
- 23
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
code-intelligence-wingedguardian- Source
- github.com/wingedguardian/genesis-agi