Catalyst
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AI AgentsUpdated from GitHub

papercomputeco/tapes

Transparent telemetry collector for hi-fidelity agent traces

31726Go221d old

Summary

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

papercomputeco/tapes recorded 83 commits in the past 30 days, has 11 public contributors, and has averaged 1.4 stars a day since launch.

92

Repository health

45

Maintainer track record

82

Repository quality

50

Catalyst Score

Contributors

Public track record

papercomputeco GitHub avatar
papercomputeco

@papercomputeco · Repository organization

45/100

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

91 followers15 public repos1y history0 contributions
15 public repositories91 followers1 years of public history
John McBride GitHub avatar
John McBride

@jpmcb · Top contributor

100/100

Established maintainer with a long public history and active community.

284 followers178 public repos9y history101 contributions
178 public repositories284 followers9 years of public history
Matthew Yeazel GitHub avatar
Matthew Yeazel

@yeazelm · Top contributor

49/100

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

4 followers27 public repos6y history80 contributions
27 public repositories4 followers6 years of public history
Brian Douglas GitHub avatar
Brian Douglas

@bdougie · Top contributor

100/100

Established maintainer with a long public history and active community.

2.5K followers443 public repos12y history65 contributions
443 public repositories2513 followers12 years of public history

Score breakdown

How the Catalyst Score was calculated

Star growth since launch+2
Fork growth since launch+0
Freshness+0
30-day commit activity+12
Contributor breadth+9
Maintainer track record+5
Topic activity+4
Repository quality+7
Topic novelty+11
Risk penalty0

Activity

Recent repository activity

83

Commits · 30d

11

Public contributors

1.4

Lifetime stars/day

0

Pull requests · 90d

Findings

What we found

83 commits in the last 30 days

11 public contributors

0 issues and 0 pull requests opened in 90 days

8 documentation and structure checks passed

Related repositories

agentops · 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 11 public contributors

Top contributor share
33%
Top three share
81%
Contributors checked
11
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
6
Verified commits
59%
Merge commits
0%
Median time between commits
1.9 hours

Repository footprint

Default branch: main

Repository size
45.0 MB
Branches
34
Tags
61
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

Go98.4%
Hurl0.5%
HTML0.3%
Makefile0.3%
PLpgSQL0.3%
Dockerfile0.1%

Community readiness

GitHub community health 62%

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

Pull request health

Latest 50 pull requests

Merge rate
91%
Median merge time
2.1 hours
Open
4
Stale over 30 days
0

Issue health

Latest 3 issues

Closure rate
0%
Median close time
Not enough data
Open
3
Open without replies
0

Release cadence

Latest 20 release records

Latest release
v0.38.0
Published in 90 days
19
Median cadence
1.8 days
Asset downloads
427

CI reliability

Latest 50 workflow runs

Success rate
90%
Workflows represented
7
Failed runs
4
Median duration
1.7 min

Last checked

8/26/2026, 12:30:25 AM

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