PyPI Stats
sbhooley

ainativelang

AINL helps turn AI from "a smart conversation" into "a structured worker." It is designed for teams building AI workflows that need multiple steps, state and memory, tool use, repeatable execution, validation and control, and lower dependence on long prompt loops. AINL is a compact, graph-canonical, AI-native programming system for (READ: README)
PyPI GitHub
Downloads
Day
101
Week
601
Month
5.9K
Stars
82
Forks
5
Issues
0
Version
1.8.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
34
Adoption
37
Community
15
How the maintenance status was determined
Last commit
10 days ago
Monthly downloads
5,915
• 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
5,915
Stars
82
Stars per 1k downloads
13.86
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
86
Month daily avg
197
Momentum
-56.5%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.10
Cutting Edge
Minimum supported version is 3.12 or newer
• Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 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
9 days ago
Total releases
16
Releases/year
146.0
• 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
3
Monthly downloads
5,915
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
40
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
60.0%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

No OS data available

Python Versions

No Python version data available

Top Countries

1. AE AE
32
2. CN CN
32
3. SG SG
32
4. KR KR
4
5. US US
2
6. CA CA
1

Dependencies

3
41 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Unknown
First Release
March 27, 2026
Last Release
1 week ago
Last Commit
1 week ago
Latest Version
1.8.0
Total Releases
16
Contributors
3
Open PRs
6
Archived
No
Author
Steven Hooley
Wheels
py3
Keywords
ainl ai-native-language compiler graph-ir constrained-decoding
Topics
agent-orchestration ai-agents claude-code compiler deterministic-execution domain-specific-language dsl langchain-alternative llm-orchestration mcp model-context-protocol multi-agent openai openclaw prompt-engineering python workflow-engine ai-native-language graph-ir ainl
Tracking Since
March 29, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links