explore-codebase
Navigate and understand codebase structure using the knowledge graph
DeepseekModel
Curated skill
Quality Excellent · 90
v1.0.0
Get
https://deepseekmodel.com/api/download.php?id=tirth8205-code-review-graph-skills-explore-codebase-skill-md&format=skill
Download .skill
Standard format with system_prompt and model_config, ready for any agent framework
The actual content of the system_prompt field in the .skill file.
name explore-codebase description Navigate and understand codebase structure using the knowledge graph Explore Codebase Use the code-review-graph MCP tools to explore and understand the codebase. Steps Run list_graph_stats_tool to see overall codebase metrics. Run get_architecture_overview_tool for high-level community structure. Use list_communities_tool to find major modules, then get_community_tool for details. Use semantic_search_nodes_tool to find specific functions or classes. Use query_graph_tool with patterns like callers_of , callees_of , imports_of to trace relationships. Use list_flows_tool and get_flow_tool to understand execution paths. Tips Start broad (stats, architecture) then narrow down to specific areas. Use children_of on a file to see all its functions and classes. Use find_large_functions_tool to identify complex code. Token Efficiency Rules Start with get_minimal_context_tool(task="<your task>") before other graph tools. Use detail_level="minimal" on all calls. Only escalate to "standard" when minimal is insufficient. Target: complete any review/debug/refactor task in ≤5 tool calls and ≤800 total output tokens. Read the implementation and its tests before changing code. The graph narrows scope; it does not replace the source.
Keywords that activate this skill. Click one to copy it.
This skill does not provide trigger words.
The downloaded .skill package contains the following fields.
| Field | Description |
|---|---|
| format | Format tag (skill/v1) |
| skill_id | Unique skill ID |
| name | Skill name |
| version | Version |
| description | Description |
| category | Categories (array) |
| trigger_words | Trigger words |
| tags | Tags |
| source | Source |
| source_url | Source URL (this page) |
| exported_at | Exported at (set per download) |
| system_prompt | System prompt body |
| model_config | Model config: provider / model / temperature / max_tokens / top_p |
| examples | Examples |
| install_guide | Import guide for Coze / Dify / Claude / custom frameworks |
The same skill can be exported in different platform formats.