readme-ci
Test the code examples in your documentation — automatically, in CI.
The examples in a project's README are the first thing humans and AI assistants copy, and almost nobody tests them after writing them. The software changes, the examples don't, and they quietly break. readme-ci finds the code snippets in your Markdown documentation and (soon) executes them in a sealed sandbox, so "our examples always run" can be a CI-enforced promise instead of a hope.
Status
v0.0.1 in progress — early and honest about it.
| Stage | Status |
|---|---|
| Extract fenced code snippets from Markdown | ✅ works |
| Classify snippets (runnable / placeholder / unsafe / needs-network) | ✅ heuristic v0 |
| Execute snippets in a network-isolated Docker sandbox | ✅ implemented |
| Pass/fail report + CI gate | ✅ readme-ci run |
readme-ci scan only reads your docs (no execution). readme-ci run executes the
snippets classified as runnable — but only inside a locked-down Docker sandbox.
When no sandbox is available, runnable snippets are reported as skipped: readme-ci
never falls back to running untrusted code on the host.
Quick start
python3 -m venv .venv && source .venv/bin/activate
pip install -e ".[dev]"
readme-ci scan README.md
scan lists every fenced code block it finds, with language, line numbers, and a conservative classification:
README.md:22-26 [bash] 3 line(s) needs-network
To actually execute the runnable examples (in a sandbox) and get a pass/fail report suitable for CI:
readme-ci run README.md
readme-ci run docs/ --timeout 20 --json
run exits non-zero if any snippet fails, so it works as a CI gate. Add
--json to either command for machine-readable output.
Skipping a snippet
An example that shouldn't be executed — it needs a real service, is purely
illustrative, or is intentionally broken — can be marked so readme-ci run
leaves it alone, without adding noise to the code readers copy. Either:
- put
readme-ci:skipin the fence info string, right after the language (e.g. an opening fence of```python readme-ci:skip), or - put
<!-- readme-ci:skip -->on the line immediately above the fence.
The marker never appears in the copyable code, and the snippet is reported as
directive-skip instead of being run.
Safety design (the rule that governs this project)
Documentation snippets are untrusted input. When execution lands, it will be:
- Sandboxed — containers with networking disabled and strict timeouts
- Conservative — snippets containing destructive patterns (
rm,sudo, pipe-to-shell, credential placeholders likeYOUR_API_KEY) are classified as non-runnable and skipped - Opt-in — nothing runs outside the sandbox, ever, and nothing runs at all unless you ask
Why this exists
readme-ci is the first tool from machine-operable, a research program measuring — and fixing — how reliably open source repositories work for the humans and AI agents that depend on them. Broken documentation examples don't just mislead newcomers anymore; they get learned and repeated by AI assistants at scale.
License
Metadata
Release files for readme-ci 0.0.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| readme_ci-0.0.1.tar.gz | 19.3 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| readme_ci-0.0.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 35.3 kB
Release files / readme_ci-0.0.1.tar.gz
| Download URL | readme_ci-0.0.1.tar.gz |
|---|---|
| Size | 19.3 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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|
|
BLAKE2b-256 checksum How to use checksums |
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|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Jul 21, 2026.
Transparency logRelease files / readme_ci-0.0.1-py3-none-any.whl
| Download URL | readme_ci-0.0.1-py3-none-any.whl |
|---|---|
| Size | 16.0 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
7881b5d3ef133a270506e9e044e22ba4b13b4fc7026687b39d5407ffe43a5fcc
|
|
BLAKE2b-256 checksum How to use checksums |
5355bfffa4befce0d640c65c21f7d0f52d4c23ba32e5e0b181d72bef1e5fc254
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Jul 21, 2026.
Transparency log