contextops
Deterministic context linter for LLM applications — analyze, score, and optimize your LLM context payloads.
contextops has been downloaded 5,975 times in total on PyPI, including 498 in the last 30 days. The latest version is 0.3.4, released Aug 15, 2026.
Version0.3.4
Downloads
5.97k
LicenseSustainable Use License
Copyright (c) 2026 Abhijeet Baug
Acceptance
By using the software, you agree to all of the terms and conditions below.
Copyright License
The copyright holder (Abhijeet Baug, "Licensor") grants you a non-exclusive,
royalty-free, worldwide, non-sublicensable, non-transferable license to use,
copy, distribute, and create derivative works of the software, in each case
subject to the limitations set out below.
Limitations
1. Internal / Non-Commercial Use Only. You may use or modify the software
only for your own internal business operations, personal use, or
non-commercial purposes.
2. No Resale or Commercial Hosting. You may not provide the software, or
any derivative work of the software, to third parties as a hosted or
managed service, or as part of a commercial product or service offering,
where the core value delivered to those third parties is substantially
derived from the software's functionality.
3. No Charge for Distribution. You may distribute or make the software
(or a derivative work) available to others only if you do so free of
charge, and only for non-commercial purposes.
4. No Removal of Notices. You must not remove or obscure any licensing,
copyright, or other notices contained in the software.
Contributions
Any contribution intentionally submitted by you for inclusion in the
software shall be under the terms and conditions of this license, without
any additional terms or conditions, unless explicitly agreed otherwise in
writing with the Licensor.
Patents
This license does not grant you any right in any patent held by the
Licensor. No patent license is granted by implication, estoppel, or
otherwise.
Notices
You must ensure that anyone who gets a copy of any part of the software
from you also gets a copy of these terms.
No Other Rights
These terms do not imply any licenses other than those expressly granted
in this license.
Termination
If you use the software in violation of these terms, such use is not
licensed, and your license will automatically terminate. If the Licensor
provides you with a notice of your violation, and you cease all violation
of this license no later than 30 days after you receive that notice,
your license will be reinstated retroactively. However, if you violate
these terms after such reinstatement, any additional violation of these
terms will cause your license to terminate automatically and permanently.
No Liability
As far as the law allows, the software comes "as is," without any
warranty or condition, and the Licensor will not be liable to you for any
damages arising out of these terms or the use or nature of the software,
under any kind of legal claim.
Definitions
"Software" means the present software and any associated documentation
made available by the Licensor under these terms, as may be updated by
the Licensor from time to time.
"You" means the individual or entity agreeing to these terms.
"Licensor" means Abhijeet Baug.
AuthorAbhijeet Baug
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal0.*
Range
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Granularity
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CI traffic
Stack: OffCI: Included2 / 10 series
Selected total4.22k
6.0kAll-time
498Last 30 days
5Last 24 h
<0.01/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0130.7%
0.3.4
648 downloadsDownloads64830.7% - 0218.4%
0.3.3
389 downloadsDownloads38918.4% - 038.6%
0.3.2
182 downloadsDownloads1828.6% - 048.1%
0.3.1
171 downloadsDownloads1718.1% - 057.1%
0.2.2
150 downloadsDownloads1507.1% - 067.1%
0.3.0
150 downloadsDownloads1507.1% - 076.7%
0.1.0
142 downloadsDownloads1426.7% - 086.7%
0.2.1
141 downloadsDownloads1416.7% - 096.4%
Other
136 downloadsDownloads1366.4%
Guess the next day
Thirteen recent days of contextops downloads. Drag the green handle on the right to guess where day fourteen lands.