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Freedom251 › Blog › GitHub

Seven GitHub Repositories Had Comments on 40% to 81% of Sampled Issues—but Five Showed No Outside Replies in the Sample

By Freedom251 Team · · 3 min read

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No: an issue with comments does not necessarily mean anyone besides its author replied. In a September 2026 report, Listwright found comments on a substantial share of issues across seven GitHub repositories, but in five repositories none of 25 sampled issues showed a comment from a human other than the issue author. That is a result about the sample—not proof that nobody else has ever spoken in those repositories.

What the numbers measure—and what they do not

Listwright’s report separates two different measures. The “house rate” is the share of a repository’s issues that had at least one comment. It does not tell you whether a commenter was the issue author or someone else. The third-party rate is based on a separate check: among 25 sampled issues per repository, did a human other than the issue author comment?

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The report’s repository-specific figures are author-reported observations, not an independently validated census. The table preserves the report’s displayed rates and sample size:

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Repository Issues listed Issues with any comment (house rate) Sampled issues with a third-party human comment
Vorski-Imagineering/METIS-pub 299 0.809 0.36 of 25
JoFe2/KaleidoSphere 99 0.808 0.00 of 25
tosin2013/repo-governor 152 0.638 0.00 of 25
enrichmeai/cistern 99 0.566 0.00 of 25
StuMason/coolify-mcp 80 0.537 0.12 of 25
Pain-Labs/Edo-Tensei 31 0.419 0.00 of 25
swarmrelay/openagentforum 157 0.395 0.00 of 25

Five repositories had no observed third-party human participation in their 25-issue samples. The other two had nonzero sample rates: 0.36 for Vorski-Imagineering/METIS-pub and 0.12 for StuMason/coolify-mcp. Those decimals are the report’s displayed rates, not a claim about every issue ever filed there.

Why “has comments” can give the wrong impression

A comment total counts comments, not necessarily a conversation between different people. If an issue author adds a comment to their own issue, that issue contributes to the any-comment measure while showing no reply from another human. So the house rate cannot be read as an engagement or response rate.

That distinction matters when interpreting an issue tracker. A repository can have many commented issues and still show little visible participation by people other than the authors. Listwright’s broader interpretation is that public trackers can sometimes serve as notes an author writes to themselves. The seven-repository sample supports that possibility, but it does not establish why a particular repository’s issues look that way.

How the report sampled issues

Listwright describes selecting 25 issues per repository at a regular stride across each listing, then inspecting their comment lists to identify comments by humans other than the issue author. The sample included issues with and without comments, so the third-party rate was not limited to issues already known to have comments.

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The report also says an earlier calculation was distorted because GitHub’s issues listing can include pull requests. For the revised calculation, Listwright excluded objects carrying a pull_request key before calculating issue-comment rates. Separating pull requests from issues is important here: otherwise the denominator may not represent the type of discussion being measured.

How to interpret a zero in 25 sampled issues

Zero observed third-party comments means none appeared in the issues checked; it does not mean none has ever existed. A stride sample can miss a period or cluster of conversation between the sampled issues. Listwright describes the result as a bound, not proof of “never.”

There is another identity limit: the method cannot tell whether an account belongs to a human repository author or that author’s coding agent. The report’s classification is about account participation as observed in the comments, not a verified distinction between human and automated authorship.

The report mentions a broader set of 21 candidates and a separate measure of whether repository authors answered strangers, but it does not provide enough detail here to treat that as a reproducible comparison. The seven-repository table should not be generalized to all 21 candidates, much less to GitHub repositories overall. Repository contents are dynamic, so the counts and rates may also change over time.

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What the sample can—and cannot—say about silence

The results show why a comment count alone is a poor proxy for outside conversation. They do not explain why a particular issue received no response. In particular, silence beneath an offer posted in an issue cannot, on its own, establish whether the offer’s price or wording was wrong; the sample offers no causal test of that claim.

The underlying figures come from Listwright’s report, surfaced on World Programming Systems and listed on DEV Community as published September 22, 2026. They should be read as that author’s reported sample results, not as a census or an independent population study.

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GitHubissue trackingopen sourceSoftware Development

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