Catalyst
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AI AgentsUpdated from GitHub

dp-web4/SAGE

A cognition kernel that wraps a frozen LLM in a persistent identity + trust + governance loop — testing whether capability comes from structure, not weights. Research-stage; honest about what's real vs mocked.

246Python387d old

Summary

The available public data is mixed. More sustained activity or a broader contributor base would strengthen the score.

dp-web4/SAGE recorded 759 commits in the past 30 days, has 6 public contributors, and has averaged 0.1 stars a day since launch.

86

Repository health

64

Maintainer track record

83

Repository quality

49

Catalyst Score

Contributors

Public track record

Dennis Palatov GitHub avatar
Dennis Palatov

@dp-web4 · Repository owner

64/100

Active maintainer with a growing open-source track record.

26 followers53 public repos1y history2504 contributions
53 public repositories26 followers1 years of public history
One GitHub avatar
One

@imoneoi · Top contributor

95/100

Established maintainer with a long public history and active community.

571 followers50 public repos9y history5 contributions
50 public repositories571 followers9 years of public history
Claude GitHub avatar
Claude

@claude · Top contributor

100/100

Established maintainer with a long public history and active community.

161.1K followers0 public repos17y history3 contributions
0 public repositories161097 followers17 years of public history
Andy Grossberg GitHub avatar
Andy Grossberg

@agro23 · Top contributor

62/100

Active maintainer with a growing open-source track record.

27 followers25 public repos10y history1 contributions
25 public repositories27 followers10 years of public history

Score breakdown

How the Catalyst Score was calculated

Star growth since launch+0
Fork growth since launch+0
Freshness+0
30-day commit activity+12
Contributor breadth+7
Maintainer track record+8
Topic activity+4
Repository quality+7
Topic novelty+11
Risk penalty0

Activity

Recent repository activity

759

Commits · 30d

6

Public contributors

0.1

Lifetime stars/day

0

Pull requests · 90d

Findings

What we found

759 commits in the last 30 days

6 public contributors

0 issues and 0 pull requests opened in 90 days

8 documentation and structure checks passed

Related repositories

agentic · 0 created in the past 30 days

Risk review

What needs watching

No material structural red flags detected; monitor maintainer concentration

Public GitHub data cannot verify private work, employment claims, code security, or identity. Use the track-record score as research context, not proof of identity or trustworthiness.

Growth quality

Recent attention and maintainer concentration

Recent timestamps and contribution patterns help distinguish sustained adoption from a single headline number.

Contributor concentration

Top 6 public contributors

Top contributor share
100%
Top three share
100%
Contributors checked
6
Concentration
High

Shares use the contribution totals reported for the contributors checked, not private or unlinked activity.

Recent commit sample

Latest 100 commits

Unique authors
1
Verified commits
0%
Merge commits
0%
Median time between commits
28 min

Repository footprint

Default branch: main

Repository size
141.8 MB
Branches
8
Tags
0
Watchers
1

Deeper GitHub data

Delivery, collaboration, and project readiness

These metrics use the latest public records GitHub makes available for this repository.

Language composition

Share of detected source bytes

Python97.3%
Shell1.1%
Rust0.7%
Jinja0.3%
HTML0.1%
Cuda0.1%

Community readiness

GitHub community health 42%

README
License
Contributing guide
Code of conduct
Issue template
Pull request template

Pull request health

Latest 29 pull requests

Merge rate
96%
Median merge time
0.1 hours
Open
6
Stale over 30 days
0

Last checked

8/25/2026, 8:11:35 PM

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