NoEllipsis

A fast, local CLI that detects incomplete or dangerously truncated LLM-generated code before you paste, commit, or deploy it.

NoEllipsis is a deterministic static checker. It does not call a model, does not need an API key, and never uploads your source. It never executes the files it scans and never changes Git state.

It is not an AI-content detector, a full compiler, a vulnerability scanner, a rewriter, or a hosted service.

2-minute landing

python -m pip install "noellipsis @ git+https://github.com/hoodbroskillson/NoEllipsis.git@v1.1.0"
noellipsis --version
noellipsis check examples/ok_examples.py --format text
noellipsis check examples/incomplete.py --format text
noellipsis compare examples/generated_snippet.py --against examples/original_module.py --format text

A clean file prints No issues found. An unfinished function reports NE002 and a one-line count such as 1 finding: 1 error. Compare reports shrink / removed-symbol rules (NE101–NE104) plus any placeholders in the candidate.

The image above is a static terminal snapshot generated from real CLI output (see docs/demo.tape). It is not an animated GIF.

Install

Requires Python 3.11+. The project is not on PyPI yet (no version badge). After the first Trusted Publisher upload, pipx install noellipsis / pip install noellipsis will work. Until then, install from the git tag:

python -m pip install "noellipsis @ git+https://github.com/hoodbroskillson/NoEllipsis.git@v1.1.0"

Then:

noellipsis --help
python -m noellipsis --help

Local development:

python -m pip install -e ".[dev]"
ruff check .
pytest -q

The dev extra includes pytest, pytest-cov, ruff, build, twine, Hypothesis, and pre-commit. Runtime dependencies remain empty.

Commands

Shared options may appear before or after the subcommand:

noellipsis --format json check src/
noellipsis check src/ --format json
noellipsis --fail-on warning compare candidate.py --against original.py
noellipsis compare candidate.py --against original.py --fail-on warning
noellipsis --format github git-diff --staged
noellipsis git-diff --staged --format github

noellipsis check FILE_OR_DIRECTORY

Scan a file or a tree. Default excludes include .git, virtualenvs, node_modules, vendor, dist, build, coverage output, __pycache__, minified JS, and common binaries.

noellipsis check src/
noellipsis check examples/incomplete.py --format text

noellipsis compare GENERATED --against ORIGINAL

Compare a model’s candidate against the file it was supposed to edit. Reports percent size reduction, removed top-level functions/classes/methods, removed imports, snippet-as-replacement, and any placeholders the candidate introduced.

noellipsis compare examples/generated_snippet.py --against examples/original_module.py

noellipsis git-diff / noellipsis git-diff --staged

Inspect added lines in the working-tree (or staged) diff. Requires a Git repository. Uses subprocess.run with an argument list and shell=False. Does not stage, commit, reset, restore, or checkout anything.

noellipsis git-diff
noellipsis git-diff --staged --format github

Outside a repository the command exits 2 with a clear error.

noellipsis rules

Print the built-in catalog (deterministic order). --format json or text.

noellipsis rules
noellipsis rules --format json

Options

Invalid CLI flags or invalid [tool.noellipsis] values print a clear error and exit 2.

Exit codes

Rules

Each finding includes: rule id, severity, file, line (when known), a short explanation, and a suggested next action.

What NoEllipsis deliberately does not flag

These are regression-tested:

• print("...")
• const copy = [...items]; and function collect(...args) {}
• Prose such as Wait... what happened?
• URLs and quoted documentation
• Placeholder-looking text inside docstrings, JS/TS templates, Go raw strings, Rust raw strings, and shell heredocs
• Intentional Python @abstractmethod / Protocol stubs
• .pyi stub files
• Empty constructors (def __init__(self): pass)
• JavaScript spread / rest (...args)

Language support: strong AST for Python. Conservative heuristics for JS/TS/JSX/TSX, Java, Go, Rust, C/C++, C#, Ruby, PHP, Shell, and Markdown. Prefer a miss over a false positive.

A shared lexer classifies code / string / comment regions. Suppression phrases and placeholder detection look at comments only. The tool never executes scanned code.

Configuration

pyproject.toml:

[tool.noellipsis]
shrink-threshold = 40
fail-on = "error"
exclude = ["vendor/**", "generated/**"]
disable = ["NE103"]

See noellipsis.example.toml. CLI flags override the file.

Suppressions

Works in real comments (#, //, /* */, <!-- -->). Phrases inside strings or docstrings never suppress.

def experimental():
    ...  # noellipsis: ignore[NE002]

# noellipsis: ignore-file

Multiple ids: noellipsis: ignore[NE002,NE003].

pre-commit

repos:
  - repo: https://github.com/hoodbroskillson/NoEllipsis
    rev: v1.1.0
    hooks:
      - id: noellipsis

The hook runs noellipsis git-diff --staged with no filename arguments and does not mutate Git. Exit codes match the table above.

GitHub Actions

- uses: actions/checkout@v4
- uses: actions/setup-python@v5
  with:
    python-version: "3.12"
- run: python -m pip install "noellipsis @ git+https://github.com/hoodbroskillson/NoEllipsis.git@v1.1.0"
- run: noellipsis git-diff --format github

Reusable action (exact tag, never a floating v1):

- uses: hoodbroskillson/NoEllipsis@v1.1.0
  with:
    path: .
    command: check
    format: github
    fail-on: error

See action/README.md. SARIF upload example: .github/workflows/noellipsis-sarif.yml (contents: read, security-events: write, github/codeql-action/upload-sarif@v4).

This repository’s own CI is .github/workflows/ci.yml. The release.yml workflow builds once, checksums and attests artifacts, attaches the same bytes to the GitHub Release, and is prepared to publish to PyPI via Trusted Publisher (environment: pypi). Do not publish from a laptop.

Output

Text:

src/example.py:84:5 ERROR NE002 Bare ellipsis used as function body
  Replace the placeholder with an implementation or suppress NE002 if intentional.
1 finding: 1 error

A clean scan prints No issues found.

GitHub Actions (special characters in paths and messages are escaped):

::error file=src/example.py,line=84,col=5::NE002 Bare ellipsis used as function body

JSON is deterministic (sorted keys, findings ordered by file / line / rule). SARIF is a standalone JSON document on stdout (see docs/sarif.md).

Limitations (honest)

• Not a type checker, compiler, formatter, or security scanner.
• Not an AI-content detector and will not tell you whether a human wrote a file.
• Heuristics for non-Python languages miss some syntax and ignore some comments inside unusual constructs.
• --shrink-threshold compare is byte-size based; a shorter-but-complete rewrite can still trip NE101.
• False positives should be reported as issues with a minimal file. Prefer a suppression over loosening a rule globally.

Safety / privacy

• No network requests at runtime
• No evaluation or exec of scanned files
• Scanned files are never modified
• Git is read-only (git rev-parse, git diff)
• Runs entirely on the machine you invoke it on

License

MIT © 2026 hoodbroskillson