Code intelligence with Guaardvark (MCP tools)
SkillSearchCode intelligence over repositories Guaardvark has indexed: semantic code search, exact-text search, file listing, PageRank repository map, import dependency graph, reading one class or function, analysis and generated rewrites, plus the System Mapper and self-improvement status. Use when the user asks where something is implemented, how modules depend on each other, or wants an architecture map of an indexed repo.
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 with Guaardvark (MCP tools) skill
What this skill tells your AI
The instructions your AI receives, as published by guaardvark/guaardvark in .agents/skills/code/SKILL.md and read by ahel’s review.
| tool | use |
|---|---|
list_code_repositories | which folders are marked as repositories (gives the folder id) |
search_codebase | semantic search over the indexed project: "where is thinking enabled per model" |
search_code | case-insensitive regex across files |
list_code_files | directory listing to orient |
read_code | a whole file with line numbers |
read_ast_node | one class or function by name from a Python file |
get_repository_map | PageRank-ranked architectural map for a folder id |
get_dependency_graph | file-level import graph for a folder id |
analyze_code | structure, patterns, improvement notes for a file |
codegen | a complete modified version of a file from instructions (writes a new file) |
verify_change | confirm text now exists in a file after an edit |
map_codebase | run the System Mapper: stats plus ranked findings |
self_improvement_status | can the self-improvement engine run (lock, flag, already running) |
swarm_status | the coding swarm (see the swarm skill) |
Pattern
list_code_repositories→ folder id.get_repository_mapfor the shape,search_codebasefor the question.- Read the exact code (
read_code/read_ast_node) before answering; quote file and line. - Edits: make them with your own editor tools in the user's checkout;
verify_changeafterwards.
Rules
- These tools read Guaardvark's index, which can lag the working tree; when it matters, read the file from disk too.
map_codebaseandself_improvement_statusare read-only here. Dispatching a fix to the self-improvement engine is done in the Studio, on purpose.
Signals
- GitHub stars
- 211
- Forks
- 45
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
code-guaardvark- Source
- github.com/guaardvark/guaardvark