Generates a Mermaid dependency graph showing import relationships between modules
数据分析
call-chain
试用Traces execution paths through the code graph with criticality scoring and Mermaid charts
它能做什么
Traces execution paths through the code graph with criticality scoring and Mermaid charts
技能文档
Night Market Skill — ported from claude-night-market/cartograph. For the full experience with agents, hooks, and commands, install the Claude Code plugin.
Call Chain Tracing
Trace execution flows through the codebase using the code knowledge graph.
Prerequisites
This skill requires the gauntlet plugin for graph data. Discover it:
GRAPH_QUERY=$(find ~/.claude/plugins -name "graph_query.py" -path "*/gauntlet/*" 2>/dev/null | head -1)
If gauntlet is not installed: Fall back to static
analysis. Use grep to trace function calls and build
a Mermaid diagram manually from import/call patterns.
Skip graph-specific steps.
If installed but no graph.db: Tell the user to run
/gauntlet-graph build.
Steps
-
Accept target: Get a function name or entry point from the user (or trace all entry points).
-
Run flow tracing (requires gauntlet):
python3 "$GRAPH_QUERY" --action flows --depth 15To filter by entry point:
python3 "$GRAPH_QUERY" --action flows --entry "main"Fallback (no gauntlet): Trace calls with rg (or grep):
# Prefer rg (ripgrep) for speed; fall back to grep if command -v rg &>/dev/null; then rg -n "function_name\(" --type py . | head -20 else grep -rn "function_name(" --include="*.py" . | head -20 fiBuild the call tree manually from search results.
-
Display as indented tree:
main() [criticality: 0.72] -> validate_input() -> parse_config() -> process_data() -> db.execute_query() -> cache.store() -> send_response() -
Generate Mermaid flowchart:
flowchart LR main --> validate_input main --> process_data main --> send_response validate_input --> parse_config process_data --> db.execute_query process_data --> cache.store -
Show criticality breakdown:
- File spread: how many files the flow touches
- Security sensitivity: auth/crypto code in the path
- Test coverage gaps: untested nodes in the flow
Criticality Scoring
| Factor | Weight | Meaning |
|---|---|---|
| File spread | 0.30 | Touches many files |
| Security | 0.25 | Contains auth/crypto code |
| External calls | 0.20 | Unresolved dependencies |
| Test gap | 0.15 | Untested nodes in flow |
| Depth | 0.10 | Deep call chains |
相关技能
Generates a Mermaid sequence diagram showing how data moves between components
Detects architectural clusters and coupling boundaries via community detection on the code graph
Generates a Mermaid class diagram showing types, inheritance, and composition
Generates a Mermaid architecture diagram showing high-level component relationships
Generates a Mermaid workflow diagram showing process steps, decisions, and state transitions