Provenance Mismatch
This package's publish attestation (PEP 740) proves it builds from AgentToolkit/altk-boost, not the linked AgentToolkit/agent-lifecycle-toolkit. Stars and other GitHub metrics shown here come from the claimed repository.
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
44
Adoption
43
Community
40
Provenance
0
How the maintenance status was determined
Last commit
58 days ago
Monthly downloads
24,580
Active
Activity within 30 days
•
Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
24,580
Stars
119
Stars per 1k downloads
4.84
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
Community Favorite
> 5 stars per 1k downloads
•
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
529
Month daily avg
819
Momentum
-35.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
>=3.10
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
•
Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
Not specified
Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
•
Unknown
No license specified, or none of the above match
Package does not declare a license.
How the release cadence was determined
Last release
57 days ago
Total releases
27
Releases/year
25.6
•
Rapid
Last release within 365 days and > 12 releases/year
Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
14
Monthly downloads
24,580
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
•
Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
45
Issue Burden
134.5
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
46.7%
contrib / forks
Stale Release
No
PR Velocity
Quiet
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
187
Windows
29
macOS
8
Python Versions
3.12
56.2%
126
3.13
14.3%
32
3.10
12.5%
28
3.14
8.9%
20
3.11
8.0%
18
Top Countries
1.
US
263
US
2.
ID
21
ID
3.
SE
16
SE
4.
KR
8
KR
5.
IN
7
IN
6.
DE
5
DE
7.
SG
4
SG
8.
HK
3
HK
9.
HR
3
HR
10.
IE
3
IE
Weekly Downloads
GitHub Stars *
Dependencies
23
- aiofiles ==24.1.0
- black >=25.1.0
- docstring-parser >=0.16
- genson >=1.3.0
- ibm-watsonx-ai >=1.0.0
- jinja2 >=3.1.6
- jsonschema >=4.0.0
- langchain-chroma >=0.1.4
- langchain-community >=0.3.21
- langchain-core >=0.3.72
- langchain-huggingface >=0.3.0
- langchain-text-splitters >=1.0.0
- litellm <2.0.0
- llm-sandbox >=0.2.5
- nltk >=3.9.1
- numpy >=2.2.6
-
onnxruntime
==1.23.2
python_version == "3.10"
- openai >=1.0.0
- pydantic >=2.0.0
- scipy >=1.15.3
- smolagents >=1.21.3
- tomli ==2.2.1
- typing-extensions >=4.0.0
23 optional dependencies
-
bertopic>=0.17.3[routing]extra == "routing"
-
docling>=2.38.1[routing]extra == "routing"
-
griffe-inherited-docstrings[docs]extra == "docs"
-
griffe-pydantic[docs]extra == "docs"
-
milvus-lite>=2.5.2rc1[routing]extra == "routing"
-
mkdocs-awesome-nav[docs]extra == "docs"
-
mkdocs-click[docs]extra == "docs"
-
mkdocs-enumerate-headings-plugin[docs]extra == "docs"
-
mkdocs-include-markdown-plugin>=7.1.8[docs]extra == "docs"
-
mkdocs-jupyter[docs]extra == "docs"
-
mkdocs-material[docs]extra == "docs"
-
mkdocstrings[docs]extra == "docs"
-
nestful-wrapper>=0.1.4[refraction]extra == "refraction"
-
nl2flow>=0.1.2[refraction]sys_platform != "win32" and extra == "refraction"
-
pydash>=8.0.5[routing]extra == "routing"
-
pymilvus>=2.6.2[routing]extra == "routing"
-
scikit-learn>=1.7.1[routing]extra == "routing"
-
sentence-transformers>=5.0.0[refraction]extra == "refraction"
-
sentence-transformers>=5.0.0[routing]extra == "routing"
-
toolguard>=0.2.9[toolguard]extra == "toolguard"
-
torch==2.2.2[spotlight](sys_platform == "darwin" and platform_machine == "x86_64") and extra == "spotlight"
-
transformers>=4.53.3[spotlight]extra == "spotlight"
-
uv~=0.8.22[build]extra == "build"
Used By
1
- dzbanek-langflow 196/mo