Catalyst
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AI AgentsUpdated from GitHub

Encod3d-Sec/TORCH

Karpathy LLM based claude harness for PenetrationTesting / Bugbounty using obsidian

28142Python42d old

Summary

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

Encod3d-Sec/TORCH recorded 171 commits in the past 30 days, has 1 public contributors, and has averaged 6.7 stars a day since launch.

73

Repository health

42

Maintainer track record

84

Repository quality

58

Catalyst Score

Contributors

Public track record

Encod3 GitHub avatar
Encod3

@Encod3d-Sec · Repository owner

42/100

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

17 followers10 public repos1y history257 contributions
10 public repositories17 followers1 years of public history

Score breakdown

How the Catalyst Score was calculated

Star growth since launch+10
Fork growth since launch+3
Freshness+3
30-day commit activity+12
Contributor breadth+3
Maintainer track record+5
Topic activity+12
Repository quality+7
Topic novelty+6
Risk penalty3

Activity

Recent repository activity

171

Commits · 30d

1

Public contributors

6.7

Lifetime stars/day

2

Pull requests · 90d

Findings

What we found

171 commits in the last 30 days

1 public contributors

0 issues and 2 pull requests opened in 90 days

8 documentation and structure checks passed

Related repositories

ai-agents · 14644 created in the past 30 days

Risk review

What needs watching

Contributor concentration is high

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 1 public contributors

Top contributor share
100%
Top three share
100%
Contributors checked
1
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
1%
Merge commits
1%
Median time between commits
18 min

Repository footprint

Default branch: main

Repository size
3.2 MB
Branches
1
Tags
0
Watchers
1
Issue 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

Python88.6%
Shell11.4%

Community readiness

GitHub community health 42%

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

Pull request health

Latest 2 pull requests

Merge rate
100%
Median merge time
0.0 hours
Open
0
Stale over 30 days
0

Last checked

8/25/2026, 8:11:21 PM

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