anatolykoptev/go-code

tools

• call_trace

  Trace call chains — callees (forward) or callers (reverse) with depth control

• code_compare

  Compare two repositories structurally — architecture, API design, code quality

• code_graph

  Query a persistent code knowledge graph in Apache AGE via natural language

• code_health

  Repo grade A-F: complexity, test coverage, dep freshness, OSV vulns

• code_research

  BM25F + embeddings + DAG expansion for 10k+ file monorepos

• dataflow_analyze

  IL/CFG taint tracking + dead stores + SQL/cmd injection sinks

• dead_code

  Cross-encoder confidence [0..1] per symbol (CE reranker), not flat list

• debug_investigate

  7-phase prod incident root cause: Prom spikes + Jaeger failed traces + symbol resolution + callgraph walks + LLM fusion + runtime binary drift → ranked file:function

• dep_graph

  Build dependency graph. Output as Mermaid, Graphviz DOT, or JSON

• design_search

  Find DESIGN.md systems by UI description (multilingual-e5-large 1024-dim)

• explore

  Quick repo overview, sub-second, no LLM, no clone for remote repos

• file_parse

  Parse a single file with tree-sitter. Returns symbol table or raw AST

• fleet_versions

  Diff pinned container image references in indexed source (Dockerfile, docker-compose*.yml) against deployed runtime containers. Probes local docker socket by default; ssh://[user@]host[:port] reaches

• impact_analysis

  Blast radius up to depth 10. Direct callers, transitive callers, hotspot reordering by churn

• prepare_change

  Pre-change risk: impact + dead_code combined

• remember_graph_insights

  Persist learnings surfaced in future understand calls

• repo_analyze

  Analyze a repository. Deep mode (AST + LLM), quick mode (GitHub Code Search), or issue/PR search

• repo_search

  Discover GitHub repos via parallel SearXNG + GitHub API search with LLM-ranked results

• resolve_frame

  Unminify a JS stack frame via source maps

• review_delta

  Differential blast radius between git refs; persists per-symbol learnings

• review_pr

  Differential blast radius between git refs; persists per-symbol learnings

• rewrite

  Structural AST search-replace with $WILDCARDS across 16 languages, dry-run + apply

• semantic_search

  Hybrid RRF: BM25F + pgvector + 1-hop AGE graph expansion. Find by concept, not keyword

• site_analyze

  Tech stack + SEO audit, BFS crawler

• site_crawl

  BFS crawler

• symbol_search

  Search symbols (functions, types, consts) by name pattern across a repo

• understand

  Type-aware symbol deep-dive. Aggregates call_trace + symbol_search + complexity + tested_by + dead_code_score

• wp_plugin_search

  Search WordPress.org plugin directory