Catalyst
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AI AgentsUpdated from GitHub

Graphify-Labs/graphify

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

110.4K10.7KPython144d old

Summary

Strong recent activity, documentation, adoption, and maintainer history.

Graphify-Labs/graphify recorded 272 commits in the past 30 days, has 214 public contributors, and has averaged 766.6 stars a day since launch.

100

Repository health

49

Maintainer track record

91

Repository quality

80

Catalyst Score

Contributors

Public track record

Graphify Labs GitHub avatar
Graphify Labs

@Graphify-Labs · Repository organization

49/100

This account has a limited public history, so the track-record score is less certain.

438 followers3 public repos0y history0 contributions
3 public repositories438 followers0 years of public history
Safi GitHub avatar
Safi

@safishamsi · Top contributor

79/100

Active maintainer with a growing open-source track record.

2K followers11 public repos1y history1033 contributions
11 public repositories2025 followers1 years of public history
Mohammed Ateeq GitHub avatar
Mohammed Ateeq

@TPAteeq · Top contributor

74/100

Active maintainer with a growing open-source track record.

130 followers44 public repos5y history27 contributions
44 public repositories130 followers5 years of public history
Alex Tumanov GitHub avatar
Alex Tumanov

@oleksii-tumanov · Top contributor

68/100

Active maintainer with a growing open-source track record.

35 followers28 public repos12y history24 contributions
28 public repositories35 followers12 years of public history

Score breakdown

How the Catalyst Score was calculated

Star growth since launch+18
Fork growth since launch+8
Freshness+1
30-day commit activity+12
Contributor breadth+9
Maintainer track record+6
Topic activity+12
Repository quality+7
Topic novelty+7
Risk penalty0

Activity

Recent repository activity

272

Commits · 30d

214

Public contributors

766.6

Lifetime stars/day

1022

Pull requests · 90d

Findings

What we found

272 commits in the last 30 days

214 public contributors

972 issues and 1022 pull requests opened in 90 days

10 documentation and structure checks passed

Related repositories

ai-agents · 14570 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 100 public contributors

Top contributor share
73%
Top three share
76%
Contributors checked
100
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
26
Verified commits
0%
Merge commits
0%
Median time between commits
2 min

Repository footprint

Default branch: v8

Repository size
10.8 MB
Branches
12
Tags
197
Watchers
365
DiscussionsWikiIssue tracking

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

Python100%
Dockerfile0%

Community readiness

GitHub community health 50%

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

Pull request health

Latest 50 pull requests

Merge rate
0%
Median merge time
Not enough data
Open
45
Stale over 30 days
0

Issue health

Latest 39 issues

Closure rate
18%
Median close time
2.7 hours
Open
32
Open without replies
23

Release cadence

Latest 20 release records

Latest release
v0.9.49
Published in 90 days
20
Median cadence
1.0 days
Asset downloads
1.1K

CI reliability

Latest 50 workflow runs

Success rate
42%
Workflows represented
1
Failed runs
29
Median duration
0.0 min

Last checked

8/25/2026, 5:16:18 PM

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