Qiongli 2.5.1
Native academic research CLI
Qiongli includes research Skills, templates and Lite/Full MCP. Your Host supplies the model and its credentials; no Qiongli desktop App is required. The supported binary targets are macOS Apple Silicon, Windows x64 and Linux x64/ARM64 (glibc 2.35+).
Install and update
Requires Python 3.9+. The wheel includes the native executable and a small Python launcher; no additional Python packages are required.
python -m pip install --upgrade "qiongli==2.5.1"
Use python -m pip uninstall qiongli to remove this package. Run qiongli setup
after installation to review other CLI copies visible on this computer.
Use the CLI
qiongli and ql share the same commands. Start with:
qiongli --version
qiongli install
qiongli mcp check
qiongli doctor
qiongli content
qiongli help install plugin
In a terminal, install opens the guide. install plugin installs or refreshes
the bundled Plugin using its registered source directory. File changes and official
Host registration require separate confirmations; upgrade plugin is an alias.
The Host loads Skills and Full MCP from its Plugin cache, with no copy into
.agents/skills. install skills only exports guidance to .qiongli-skills.
Start a new Host session after updating; registration alone does not prove its
tools are available.
Use --json for scripts. Scripts and MCP never prompt. qiongli setup reviews
visible installations without deleting files, changing PATH or replacing model settings.
If another CLI takes precedence, invoke the selected executable by its full path.
Research writes retain preview, explicit approval and revision checks. Keep earlier
research records and backups when migrating; upgrading a package does not authorize cleanup.
1 maintainer
Metadata
1 maintainer
Release files for qiongli 2.5.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distributions (wheels)
| File | Reset | |||
|---|---|---|---|---|
| qiongli-2.5.1-py3-none-win_amd64.whl | Python 3 | none | Windows x86-64 | Details |
| qiongli-2.5.1-py3-none-manylinux_2_35_x86_64.whl | Python 3 | none | Linux glibc 2.35+ x86-64 | Details |
| qiongli-2.5.1-py3-none-manylinux_2_35_aarch64.whl | Python 3 | none | Linux glibc 2.35+ ARM64 | Details |
| qiongli-2.5.1-py3-none-macosx_11_0_arm64.whl | Python 3 | none | macOS 11.0+ ARM64 | Details |
Total release size: 32.4 MB
Release files / qiongli-2.5.1-py3-none-win_amd64.whl
| Download URL | qiongli-2.5.1-py3-none-win_amd64.whl |
|---|---|
| Size | 6.9 MB |
| Tags | Python 3 Windows x86-64 |
|
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/7.0.0 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 Oct 8, 2026.
Transparency logRelease files / qiongli-2.5.1-py3-none-manylinux_2_35_x86_64.whl
| Download URL | qiongli-2.5.1-py3-none-manylinux_2_35_x86_64.whl |
|---|---|
| Size | 8.8 MB |
| Tags | Linux glibc 2.35+ x86-64 Python 3 |
|
SHA-256 checksum How to use checksums |
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|
|
BLAKE2b-256 checksum How to use checksums |
6af56eabe39409816a8944a2974051acd290bd31809578c480a7ffb77e553fc6
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 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 Oct 8, 2026.
Transparency logRelease files / qiongli-2.5.1-py3-none-manylinux_2_35_aarch64.whl
| Download URL | qiongli-2.5.1-py3-none-manylinux_2_35_aarch64.whl |
|---|---|
| Size | 8.6 MB |
| Tags | Linux glibc 2.35+ ARM64 Python 3 |
|
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/7.0.0 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 Oct 8, 2026.
Transparency logRelease files / qiongli-2.5.1-py3-none-macosx_11_0_arm64.whl
| Download URL | qiongli-2.5.1-py3-none-macosx_11_0_arm64.whl |
|---|---|
| Size | 8.1 MB |
| Tags | Python 3 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
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|
|
BLAKE2b-256 checksum How to use checksums |
6f0704513686788037f4d4369163274321493e4be2a1fd8c2b5b93ab2a4353b4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 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 Oct 8, 2026.
Transparency log
