sem
Ataraxy-Labs/sem/docs/llms.txt
Entity-level semantic diff on top of Git. Functions, classes, methods instead of lines. sem extends Git with entity-level operations. Instead of tracking lines, sem tracks functions, classes, methods, and types. Uses tree-sitter for parsing and AST-normalized structural hashing to detect cosmetic vs structural changes. Git tracks lines. Developers think in functions. sem bridges the gap. Or build from source: Binary at crates/target/release/sem. 27 programming languages:
llms.txt3.4k starsChanged 3 months ago
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# sem
> Entity-level semantic diff on top of Git. Functions, classes, methods instead of lines.
## Overview
sem extends Git with entity-level operations. Instead of tracking lines, sem tracks functions, classes, methods, and types. Uses tree-sitter for parsing and AST-normalized structural hashing to detect cosmetic vs structural changes.
Git tracks lines. Developers think in functions. sem bridges the gap.
## Install
```
brew install sem-cli
```
Or build from source:
```
git clone https://github.com/Ataraxy-Labs/sem
cd sem/crates && cargo install --path sem-cli
```
Binary at `crates/target/release/sem`.
## Commands
### sem diff
Entity-level diff. Shows which functions/classes were added, modified, deleted, or renamed. Distinguishes cosmetic changes (whitespace/formatting) from structural changes (logic).
```
sem diff # working changes
sem diff --staged # staged only
sem diff --commit abc1234 # specific commit
sem diff --from HEAD~5 --to HEAD # commit range
sem diff file1.ts file2.ts # compare two files (no git needed)
sem diff --format json # JSON output for agents/CI
sem diff --format plain # git-status style
sem diff --format markdown # markdown tables
sem diff --stdin --format json # read file changes from stdin
sem diff --file-exts .py .rs # filter by extension
sem diff -v # verbose inline content diffs
```
### sem blame
Entity-level blame. Who last modified each function/class, not each line.
```
sem blame src/auth.ts
sem blame src/auth.ts --json
```
### sem graph
Cross-file entity dependency graph. Shows what each function calls and what calls it.
```
sem graph
sem graph --entity validateToken
sem graph --file-exts .py
sem graph --format json
sem graph --no-default-excludes
```
### sem impact
Transitive impact analysis. If this entity changes, what else is affected? BFS through dependency graph.
```
sem impact validateToken
sem impact validateToken --json
sem impact validateToken --file-exts .py
sem impact validateToken --no-default-excludes
```
## Key Features
- 27 languages with full entity extraction via tree-sitter
- Structural hashing: AST-normalized hashes that ignore whitespace, comments, formatting
- Cosmetic vs structural change detection in diff
- Entity-level blame (per function, not per line)
- Cross-file dependency graph via call/reference analysis
- Transitive impact analysis (BFS through dependency graph)
- Three-phase entity matching: exact ID, structural hash (rename detection), fuzzy similarity
- JSON output for AI agents and CI pipelines
- Stdin mode for non-git usage
## Language Support
27 programming languages:
| Language | Extensions | Entity Types |
|----------|-----------|--------------|
| TypeScript | .ts .tsx .mts .cts | functions, classes, interfaces, types, enums, exports |
| JavaScript | .js .jsx .mjs .cjs | functions, classes, variables, exports |
| Python | .py | functions, classes, decorated definitions |
| Go | .go | functions, methods, types, vars, consts |
| Rust | .rs | functions, structs, enums, impls, traits, mods, consts |
| Java | .java | classes, methods, interfaces, enums, fields, constructors |
| C | .c .h | functions, structs, enums, unions, typedefs |
| C++ | .cpp .cc .hpp | functions, classes, structs, enums, namespaces, templates |
| C# | .cs | classes, methods, interfaces, enums, structs, properties |
| Ruby | .rb | methods, classes, modules |
| PHP | .php | functions, classes, methods, interfaces, traits, enums |
| Swift | .swift | functions, classes, protocols, structs, enums, properties |
| Elixir | .ex .exs | modules, functions, macros, guards, protocols |
| Bash | .sh | functions |
| HCL/Terraform | .hcl .tf .tfvars | blocks, attributes (qualified names) |
| Kotlin | .kt .kts | classes, interfaces, objects, functions, properties |
| Fortran | .f90 .f95 .f | functions, subroutines, modules, programs |
| Vue | .vue | template/script/style blocks + inner TS/JS entities |
| XML | .xml .plist .svg .csproj | elements (nested, tag-name identity) |
| ERB | .erb | blocks, expressions, code tags |
| Svelte | .svelte .svelte.js .svelte.ts | component blocks, rune modules + inner JS/TS entities |
| Dart | .dart | classes, mixins, extensions, enums, type aliases, functions |
| Perl | .pl .pm .t | subroutines, packages |
| OCaml | .ml .mli | values, modules, types, classes, externals |
| Scala | .scala .sc .sbt | classes, objects, traits, enums, functions, vals, extensions |
| Nix | .nix | bindings, inherit declarations |
| Zig | .zig | functions, tests, variables |
Plus structured data formats:
| Format | Extensions | Entity Types |
|--------|-----------|--------------|
| JSON | .json | properties, objects (RFC 6901 paths) |
| YAML | .yml .yaml | sections, properties (dot paths) |
| TOML | .toml | sections, properties |
| CSV | .csv .tsv | rows (first column as ID) |
| Markdown | .md .mdx | heading-based sections |
Everything else falls back to chunk-based diffing.
## JSON Output
```
sem diff --format json
```
Returns:
```json
{
"summary": { "fileCount": 2, "added": 1, "modified": 1, "deleted": 1, "moved": 0, "renamed": 0, "reordered": 0, "orphan": 0, "total": 3 },
"changes": [
{
"entityId": "src/auth.ts::function::validateToken",
"changeType": "added",
"entityType": "function",
"entityName": "validateToken",
"startLine": 12,
"endLine": 18,
"oldStartLine": null,
"oldEndLine": null,
"filePath": "src/auth.ts"
}
]
}
```
The named change-type buckets (added, modified, deleted, moved, renamed, reordered) always sum to total. Orphan is metadata for module-level changes already included in those buckets.
## Architecture
Cargo workspace: sem-core (library) + sem-cli (binary).
- tree-sitter for code parsing (native Rust, not WASM)
- git2 for in-process Git operations
- rayon for parallel file processing
- xxhash for structural hashing
- Plugin system for adding new languages and formats
## Performance
- Small commit (1 file): 5ms
- Medium commit (5 files): 8ms
- Large commit (13 files): 19ms
- Range (8 commits, 30 files): 24ms
- Faster than git diff for equivalent operations
## As a Library
sem-core can be used as a Rust library dependency:
```toml
[dependencies]
sem-core = { git = "https://github.com/Ataraxy-Labs/sem", version = "0.3" }
```
Used by weave (semantic merge driver) and inspect (entity-level code review).
## Links
- GitHub: https://github.com/Ataraxy-Labs/sem
- Website: https://ataraxy-labs.github.io/sem
- License: MIT OR Apache-2.0
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