Graphify-Labs

Graphify-Labs/graphify

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

23 good first / help-wanted issues · Python · last activity Sep 29, 2026

122.3K stars 11.8K forks 122.3K watchers Python Apache License 2.0

ai-agents antigravity ast claude-code code-analysis code-search codex cursor developer-tools gemini graphrag knowledge-graph leiden llm mcp openclaw rag skills tree-sitter

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23 Open Issues Need Help Last updated: Sep 29, 2026

Open Issues Need Help

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graph.json: add a schema version so external tools can read the format safely 10 days ago

help wanted good first issue

Graphify-Labs/graphify

122.3K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor#developer-tools#gemini#graphrag#knowledge-graph#leiden#llm#mcp#openclaw#rag#skills#tree-sitter

[Feature]: skill.md — "Do not skip steps" contradicts the documented skips; shouted MANDATORY Agent-tool line; API-key note stated twice 10 days ago

help wanted good first issue

Graphify-Labs/graphify

122.3K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor#developer-tools#gemini#graphrag#knowledge-graph#leiden#llm#mcp#openclaw#rag#skills#tree-sitter

test(php): parametrize the language-construct test across all constructs 10 days ago

help wanted good first issue

Graphify-Labs/graphify

122.3K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor#developer-tools#gemini#graphrag#knowledge-graph#leiden#llm#mcp#openclaw#rag#skills#tree-sitter

test(elixir): add a defguardp regression test 10 days ago

help wanted good first issue

Graphify-Labs/graphify

122.3K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor#developer-tools#gemini#graphrag#knowledge-graph#leiden#llm#mcp#openclaw#rag#skills#tree-sitter

feat(scala): extract class-level context bounds (class Foo[A: Ordering]) 10 days ago

help wanted good first issue

Graphify-Labs/graphify

122.3K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor#developer-tools#gemini#graphrag#knowledge-graph#leiden#llm#mcp#openclaw#rag#skills#tree-sitter

test(zig): assert a tagged-union nested-struct payload's fields are not minted 10 days ago

help wanted good first issue

Graphify-Labs/graphify

122.3K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor#developer-tools#gemini#graphrag#knowledge-graph#leiden#llm#mcp#openclaw#rag#skills#tree-sitter

extractors/markdown.py imports graphify.extract, violating MIGRATION.md invariant #4 — and the facade re-exports 166 private symbols, so the split is not yet a boundary 10 days ago

help wanted good first issue

Graphify-Labs/graphify

122.3K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor#developer-tools#gemini#graphrag#knowledge-graph#leiden#llm#mcp#openclaw#rag#skills#tree-sitter

benchmarks: code-intelligence result inaccessible; BENCHMARKS.md is a 404; headline metrics test conversation memory, not code graphs 10 days ago

help wanted good first issue

Graphify-Labs/graphify

122.3K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor#developer-tools#gemini#graphrag#knowledge-graph#leiden#llm#mcp#openclaw#rag#skills#tree-sitter

docs: `path` is directed by default but the top-level help never says so, and `diagnose multigraph` documents the opposite default for the same JSON flag 10 days ago

help wanted good first issue

Graphify-Labs/graphify

122.3K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor#developer-tools#gemini#graphrag#knowledge-graph#leiden#llm#mcp#openclaw#rag#skills#tree-sitter

test(rust): positive same-family cross-language base resolution 10 days ago

help wanted good first issue

Graphify-Labs/graphify

122.3K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor#developer-tools#gemini#graphrag#knowledge-graph#leiden#llm#mcp#openclaw#rag#skills#tree-sitter

fix(astro): port the U+2028 trailing-comment terminator from the Svelte masker 10 days ago

help wanted good first issue

Graphify-Labs/graphify

122.3K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor#developer-tools#gemini#graphrag#knowledge-graph#leiden#llm#mcp#openclaw#rag#skills#tree-sitter

SKILL.md never tells the user that graphify-out/ was written into their working tree 10 days ago

help wanted good first issue

Graphify-Labs/graphify

122.3K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor#developer-tools#gemini#graphrag#knowledge-graph#leiden#llm#mcp#openclaw#rag#skills#tree-sitter

test(cpp): assert a union member function becomes a method edge 10 days ago

help wanted good first issue

Graphify-Labs/graphify

122.3K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor#developer-tools#gemini#graphrag#knowledge-graph#leiden#llm#mcp#openclaw#rag#skills#tree-sitter

AST extraction emits source_location=L1 for zero-byte source files (unsatisfiable provenance anchor) 10 days ago

help wanted good first issue

Graphify-Labs/graphify

122.3K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor#developer-tools#gemini#graphrag#knowledge-graph#leiden#llm#mcp#openclaw#rag#skills#tree-sitter

test(pascal): cover the valued enumerated form (Red = 1, Green = 2) 10 days ago

help wanted good first issue

Graphify-Labs/graphify

122.3K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor#developer-tools#gemini#graphrag#knowledge-graph#leiden#llm#mcp#openclaw#rag#skills#tree-sitter

test(csharp): add a bare this?.M() null-conditional test 10 days ago

help wanted good first issue

Graphify-Labs/graphify

122.3K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor#developer-tools#gemini#graphrag#knowledge-graph#leiden#llm#mcp#openclaw#rag#skills#tree-sitter

test(merge-graphs): assert --previous does not resurrect a removed node 10 days ago

help wanted good first issue

Graphify-Labs/graphify

122.3K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor#developer-tools#gemini#graphrag#knowledge-graph#leiden#llm#mcp#openclaw#rag#skills#tree-sitter

test(bash): cover a source/. sourcing edge alongside the invokes edge 10 days ago

help wanted good first issue

Graphify-Labs/graphify

122.3K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor#developer-tools#gemini#graphrag#knowledge-graph#leiden#llm#mcp#openclaw#rag#skills#tree-sitter

test(kotlin): assert FQ-strip and builtin-filter for ::class annotation refs 10 days ago

help wanted good first issue

Graphify-Labs/graphify

122.3K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor#developer-tools#gemini#graphrag#knowledge-graph#leiden#llm#mcp#openclaw#rag#skills#tree-sitter

New Feature: Support AsciiDoc files (*.adoc) 14 days ago

good first issue

Graphify-Labs/graphify

122.3K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor#developer-tools#gemini#graphrag#knowledge-graph#leiden#llm#mcp#openclaw#rag#skills#tree-sitter

Semantic extraction silently truncates every file at 20,000 characters (_FILE_CHAR_CAP), no warning 16 days ago

good first issue

Graphify-Labs/graphify

122.3K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor#developer-tools#gemini#graphrag#knowledge-graph#leiden#llm#mcp#openclaw#rag#skills#tree-sitter

Windows skill reference docs assume mktemp/POSIX paths despite shell = powershell 16 days ago

help wanted

Graphify-Labs/graphify

122.3K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor#developer-tools#gemini#graphrag#knowledge-graph#leiden#llm#mcp#openclaw#rag#skills#tree-sitter

Docs: labeling flags vs. context window, `--missing-only`, and `export html` node limit are undocumented or misleading (0.9.69) 16 days ago

good first issue

Graphify-Labs/graphify

122.3K

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python

#ai-agents#antigravity#ast#claude-code#code-analysis#code-search#codex#cursor#developer-tools#gemini#graphrag#knowledge-graph#leiden#llm#mcp#openclaw#rag#skills#tree-sitter