tidyverse/vroom holds a health index of 57 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (67/100) and lowest on Security (28/100). It was last updated 47 days ago. A single contributor accounts for most of its recent work.
57
overall / 100
Moderate
Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
57
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
More detail
Star and fork history 0 ★ / 74 ⇿
0Stars
74Forks
26Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Major 1Minor 6Patch 19
Each point covers 7 days.
OpenSSF Scorecard 2.8 / 10
2.8aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-26 19:33 UTC
Full resolved dependency set from the GitHub dependency graph: 0 direct and 0 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
Registry
Package
Version
Relation
Dependency advisories not assessed
Advisory matching could not run for this report: No resolved dependencies to assess
Raw JSON report machine-readable
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"body": "* Stop using Rf_findVarInFrame and R_NamespaceRegistry\n\n* Make rchk happy\n\nIn reaction to this:\n\nFunction vroom_errors::warn_for_errors() const\n [UP] calling allocating function Rf_eval with argument allocated using Rf_lang2(S:getNamespace,V) /__w/vroom/vroom/src/./vroom_errors.h:94\n\n* Add NEWS bullet",
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"body": "impactr currently Suggests a package that is only available from a non-existing drat repo, so I exclude it to avoid the 2+ hour hang it causes\n\nvroom_revdeps <- revdepcheck::cran_revdeps(\"vroom\")\nvroom_revdeps_no_impactr <- setdiff(vroom_revdeps, \"impactr\")",
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"headline": "revdepcheck::cloud_check(revdep_packages = vroom_revdeps_no_impactr)",
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"headline": "Polish NEWS",
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"body": "A small fix found when investigating troubles around indexing and comment lines. This alone won't *fix* anything, but I think it's more correct.\n\nSee #608 for the general problem of comment lines that collide with chunk boundaries.",
"is_bot": false,
"headline": "Tweak bounds check",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
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"body": "Closes https://github.com/tidyverse/readr/issues/1334",
"is_bot": false,
"headline": "Prompt user to install archive (#609)",
"author_name": "Jennifer (Jenny) Bryan",
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"body": "* Add failing tests\n\n* Raise the alarm when indexing finishes in QUOTED_FIELD\n\n* Finish renaming this symbol\n\nThis renaming made this part of the codebase easier for me to read/understand, e.g. when we compare to the number of expected columns or add 1 in messages.\n\n* Check for QUOTED_FIELD \"outside\n[…]\nded null byte? But this did alert me to an embedded null type being handled like a mismatched quote, which is weird and undesirable.\n\nOpened #607 also related to these explorations.\n\n* Add NEWS bullet",
"is_bot": false,
"headline": "Better handling of mismatched quotes (#604)",
"author_name": "Jennifer (Jenny) Bryan",
"author_login": "jennybc",
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"body": "Fixes #545",
"is_bot": false,
"headline": "Better error for NA in n_max and guess_max (#606)",
"author_name": "Jennifer (Jenny) Bryan",
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"oid": "9f24c259dd3f39456c5a336d979f9c0525e9e8fb",
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"is_bot": false,
"headline": "Add big integer to docs",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
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"headline": "Be consistent with the ref",
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"headline": "Oops add more associated issues",
"author_name": "Jenny Bryan",
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"body": "* Finesse the presence/abscence of `.` like fs does\n\n* Add another test fixture\n\n* Still working on the test fixture\n\n* Still figuring out the test fixture\n\n* I think this is the test fixture I want\n\n* Download remote compressed files behind the scenes\n\n* Update documentation\n\n* Add NEWS bullet\n\n* N\n[…]\nglobal environment is used and messaging about the deferred cleanup bubbles up to the user.\n\n* More convergent evolution to remove inessential inconsistency\n\n* URL that should work once I merge this 🤞",
"is_bot": false,
"headline": "Download remote compressed files (#599)",
"author_name": "Jennifer (Jenny) Bryan",
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"headline": "correct links to blog posts (#600)",
"author_name": "olivroy",
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"body": "* We should use vroom_tempfile() here too\n\n* Make vroom_tempfile() a bit more featureful\n\n* vroom_tempfile() feels like a path utility to me\n\n* Use `pattern`\n\nMight be helpful if we ever find out we're not cleaning up when we mean to",
"is_bot": false,
"headline": "Lean more into `vroom_tempfile()` (#598)",
"author_name": "Jennifer (Jenny) Bryan",
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"headline": "Use (and backport) R_altrep_class_name and R_altrep_class_package (#596)",
"author_name": "Jennifer (Jenny) Bryan",
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"oid": "162334a39d359c51d5d72595f3f18208bff2beff",
"body": "…rt (#595)\n\n* Get rid of HAS_ALTREP. We always have altrep.\n\n* Remove a connection-related arrangement for ancient R\n\n* We always have altrep\n\n* Comment no longer serves a purpose\n\n* Never need to skip these tests\n\n* Don't mention R 3.5 in the README or the benchmark\n\n* Close the chapter re: the connections API\n\n* Whitespace\n\n* `rows` was only needed for the non-altrep branch\n\n* Even more natural use of vctrs for these prototypes",
"is_bot": false,
"headline": "Remove arrangements for older versions of R that vroom does not suppo…",
"author_name": "Jennifer (Jenny) Bryan",
"author_login": "jennybc",
"committed_at": "2026-01-09T15:40:57Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "a3bf07d68e5f0f68240b62020951f0aabd48dac8",
"body": "* Let's have a maintenance/ folder\n\nAnd move the existing maintenance notes\n\n* Pull grisu3.{h,c} from upstream\n\n* Patch the header file\n\n* Patch the c file\n\n* Use #pragma once\n\n* Document this process\n\n* Remove the working copies",
"is_bot": false,
"headline": "Re-vendor and re-patch grisu (#597)",
"author_name": "Jennifer (Jenny) Bryan",
"author_login": "jennybc",
"committed_at": "2026-01-07T22:01:53Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "d56888edeff033e234df54a89da34f89ef56133d",
"body": "* Better docs and tests for fixed-width specification\n\nCloses https://github.com/tidyverse/readr/issues/1544, morally. For now, would need to be repeated in readr as well.\n\n* Style",
"is_bot": false,
"headline": "Better docs and tests for fixed-width specification (#592)",
"author_name": "Jennifer (Jenny) Bryan",
"author_login": "jennybc",
"committed_at": "2025-12-18T21:41:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "272baf7bf800282feae0e743ad901c0cf847ec13",
"body": "* Add failing test\n\n* No need to read the file if n_max = 0\n\n* Add NEWS bullet",
"is_bot": false,
"headline": "Exit very early when `n_max = 0` for fixed width files (#591)",
"author_name": "Jennifer (Jenny) Bryan",
"author_login": "jennybc",
"committed_at": "2025-12-17T22:10:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8c55270ca1f3dc4e8a83cff99e00c8b978660238",
"body": "…ided (#589)\n\n* Add tests\n\n* Use same guard as for indexing non-connections (local files)\n\n* Add NEWS bullet",
"is_bot": false,
"headline": "Fix reading from connection when `n_max = 0` and `col_names` are prov…",
"author_name": "Jennifer (Jenny) Bryan",
"author_login": "jennybc",
"committed_at": "2025-12-17T20:01:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "349a972fc9425c9e3a1504e93e5c93d42763a239",
"body": "* Check for write errors when memory mapping from a connection\n\n* Apply same solution to fixed width side\n\n* Opt in to pkgload's compilation database feature\n\n* Add NEWS bullet\n\n* Existing `total_read` already has this info\n\n* Update WORDLIST\n\n* Full stop",
"is_bot": false,
"headline": "Check for write errors when buffering connections to temp files (#588)",
"author_name": "Jennifer (Jenny) Bryan",
"author_login": "jennybc",
"committed_at": "2025-12-16T20:40:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1748d1826a46ac9cc2f80bb752cc9a5e47ba95ff",
"body": "Also move _pkgdown.yml into the pkgdown folder, since we've got one",
"is_bot": false,
"headline": "Make some of vroom's example files available in the website",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-12-16T18:30:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6b71045941e948c569d39d4edb2d3006e81204b6",
"body": "* Phase in the new resizable vector API\n\n* Build the result + names with cpp11::sexp; move the backports\n\n* Whitespace\n\n* Add NEWS bullet\n\n* More accurate for the changes in vroom",
"is_bot": false,
"headline": "Phase in the new resizable vector API (#582)",
"author_name": "Jennifer (Jenny) Bryan",
"author_login": "jennybc",
"committed_at": "2025-12-11T21:33:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c3b166f3e3ced955e0dd0873dd6c8a6fa4c1a9ee",
"body": "* usethis::use_standalone(\"r-lib/rlang\", \"types-check\")\n\n* Tell the user more about their bad input\n\n* stopifnot() replacement\n\n* Add missing word\n\n* Little tweaks\n\n* Snapshot tests and tweaks inspired by them",
"is_bot": false,
"headline": "Modernize input checking (#587)",
"author_name": "Jennifer (Jenny) Bryan",
"author_login": "jennybc",
"committed_at": "2025-12-11T21:23:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cfc7954de4b543f47800107b196e13bd3022163b",
"body": "* Rename standardise_one_path() to connection_or_filepath()\n\nFrom its name, I expect `standardise_path()` to be (approximately) `map(several_inputs, standardise_one_path)` and that is just really not the case.\n\nI'm renaming standardise_one_path() to better reflect what it does.\n\n* Give ourselves a safe version of base::open() to call from C++\n\n* If I want to suppress the call, I must provide a string\n\n* Use the second test to tickle vroom_fwf()\n\n* Add NEWS bullet",
"is_bot": false,
"headline": "Don't leak a connection when opening fails (#586)",
"author_name": "Jennifer (Jenny) Bryan",
"author_login": "jennybc",
"committed_at": "2025-12-10T19:28:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f2034bfb49c89e7b321f633b7ca19024da931a4c",
"body": "Closes #515\n\nThis motivated lots of tweaks, both in docs I copied over and in docs that were already here in vroom.",
"is_bot": false,
"headline": "Stop inheriting docs from readr (#584)",
"author_name": "Jennifer (Jenny) Bryan",
"author_login": "jennybc",
"committed_at": "2025-12-08T22:15:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "889b7075738f7536d446e88ccefdfc91cef921bb",
"body": "We register these methods conditionally if readr is not loaded. I'm tired of seeing this all the time:\n\n> devtools::document()\nℹ Updating vroom documentation\nℹ Loading vroom\n✖ utils.R:50: S3 method `compare.spec_tbl_df` needs @export or @exportS3Method tag.\n✖ utils.R:85: S3 method `all.equal.spec_tb\n[…]\ns @export or @exportS3Method tag.\n✖ col_types.R:321: S3 method `str.col_spec` needs @export or @exportS3Method tag.\n✖ col_types.R:205: S3 method `format.col_spec` needs @export or @exportS3Method tag.",
"is_bot": false,
"headline": "Add `@noRd` to prevent the warning",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-12-08T21:18:43Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "2c31563bf67fa4007d949bd97632996ec82a3024",
"body": null,
"is_bot": false,
"headline": "Re-document() straggler re: updated URL",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-12-05T23:14:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bf222c834bc1eadeed10f478e0f63d78d9e3db33",
"body": "* Absorb the warning\n\n* Absorb the printed output\n\n* Close connection",
"is_bot": false,
"headline": "Handle warning in test (#580)",
"author_name": "Jennifer (Jenny) Bryan",
"author_login": "jennybc",
"committed_at": "2025-12-04T07:04:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7829f4d6906aaddaa630b2b633e0488e11d9cd7f",
"body": "* Update to snapshot tests (with a few other upgrades)\n\n* Windows bullshit",
"is_bot": false,
"headline": "Update to snapshot tests (with a few other upgrades) (#578)",
"author_name": "Jennifer (Jenny) Bryan",
"author_login": "jennybc",
"committed_at": "2025-12-04T00:42:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f7b9e2d0b07cc6d3559f20670f1c9de606e82d87",
"body": null,
"is_bot": false,
"headline": "Add alt text to benchmark vignette",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-12-03T23:15:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "100aae3b9ad6095df7207bafcbe58e7a89bab7bc",
"body": null,
"is_bot": false,
"headline": "Convert chunk options to in-body style used by Quarto",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-12-03T22:45:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6d78ac4f48bc8a38c421416902821e966aead777",
"body": null,
"is_bot": false,
"headline": "Add alt text to README",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-12-03T22:41:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "74f98ab08b209282099b6967b8413d877b4482fc",
"body": "* Update reencode_file()\n\n* Update standardise_one_path()\n\n* Update check_path()\n\n* Maybe `reporter = \"check\"` is not what I want?\n\n* Fix indenting\n\n* Update errors for bad col type inputs\n\n* Update error for unrecognized language\n\n* Update error for un-guessable delimiter\n\n* Update error when gen_tbl() doesn't know how many columns\n\n* Update errors (and update/add tests) around locale()\n\n* Update errors, tests, docs (and some LOGIC!) around fwf",
"is_bot": false,
"headline": "Switch from `stop()` to `cli::cli_abort()` (#576)",
"author_name": "Jennifer (Jenny) Bryan",
"author_login": "jennybc",
"committed_at": "2025-12-03T22:31:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fb75d8f25629d7d210e2a76c68043943e48dcec5",
"body": null,
"is_bot": false,
"headline": "Add NEWS bullet re: URL change for the website",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-12-03T01:12:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8bb0d7d005b4a7cdbc6373799079a1b1f673b1b8",
"body": null,
"is_bot": false,
"headline": "Switch to vroom.tidyverse.org, not vroom.r-lib.org",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-12-02T17:36:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3eb06e89d55aa31f110f69ce01171205d42cd4af",
"body": "* Remove vroom_altrep_opts() and vroom(altrep_opts =)\n\nHave been deprecated since v1.2.0 (2020-01-13).\n\n* Remove vroom_write(path =)\n\n* Upgrade literal data without `I()` to a deprecate_warn()\n\n* revdepcheck::cloud_check()\n\n* Actually the deprecation really does date back for 1.5.0\n\n1.7.0 is just when we advanced it",
"is_bot": false,
"headline": "Advance deprecations (#574)",
"author_name": "Jennifer (Jenny) Bryan",
"author_login": "jennybc",
"committed_at": "2025-12-01T23:34:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cf3269740ab9275b02e3b81888697867cb3fd325",
"body": null,
"is_bot": false,
"headline": "Update WORDLIST",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-12-01T19:58:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a2b34a3d7d2b9fc1db786261b1aa4039adec2c47",
"body": "…#573)\n\n* Fix weirdness with collector_value methods for number and skip cols\n\n* Add NEWS bullet",
"is_bot": false,
"headline": "Fix weirdness with collector_value methods for number and skip cols (…",
"author_name": "Jennifer (Jenny) Bryan",
"author_login": "jennybc",
"committed_at": "2025-12-01T19:37:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dd6264c2847b3350ae7fbcccaa6dd83b9e536d3e",
"body": null,
"is_bot": false,
"headline": "Increment version number to 1.6.7.9000",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-11-29T16:59:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a5822879b824ddf7aef8147839588c302b60cd61",
"body": null,
"is_bot": false,
"headline": "Increment version number to 1.6.7",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-11-26T19:46:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "db0c5cb1f0a09e7e66548a1fe25cb43520d74be9",
"body": "…r (#568)\n\n* Fix subset_iterator::index() to explicitly position wrapped iterator\n\nsubset_iterator is different from column_iterator and row_iterator, in that it delegates to a wrapped iterator. This wrapped iterator is positioned lazily inside value(), but index() can be called independently (e.g.,\n[…]\n index(). I prefer to remove it until there's concrete proof that this method is more than theoretical.\n\n* Test with and without column names\n\n* Missing include\n\n* Different include\n\n* Add NEWS bullet",
"is_bot": false,
"headline": "Fix `subset_iterator::index()` to explicitly position wrapped iterato…",
"author_name": "Jennifer (Jenny) Bryan",
"author_login": "jennybc",
"committed_at": "2025-11-26T19:25:55Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "41a7b3bc6477dfabfbacb983d362d723d1bc4f86",
"body": "* Avoid the \"multiple allocating arguments\" pattern\n\n* PROTECT()/UNPROTECT() `val`\n\n* Protect `cli_warn` too",
"is_bot": false,
"headline": "rchk fixes (#571)",
"author_name": "Jennifer (Jenny) Bryan",
"author_login": "jennybc",
"committed_at": "2025-11-26T16:59:47Z",
"body_truncated": false,
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},
{
"oid": "f480f36104ba316613828e8b0175c7d9af6426f9",
"body": null,
"is_bot": false,
"headline": "usethis::use_lifecycle()",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-11-26T06:05:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bdf20e646d697e134ace7b3d40a672359ca276f3",
"body": null,
"is_bot": false,
"headline": "Use base pipe and anonymous function syntax",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-11-26T06:03:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ad88ca4861bbb7320907dd2ec28e29e3f531da51",
"body": null,
"is_bot": false,
"headline": "use_mit_license()",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-11-26T06:03:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a5e0a4c16cb6a3ee80a65e9f1192485f276e072e",
"body": null,
"is_bot": false,
"headline": "use_tidy_description()",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-11-26T06:03:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6c44d5a010e70d7fbf9371ed197142dc06c43c3b",
"body": null,
"is_bot": false,
"headline": "Depend on R >= 4.1",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-11-26T06:03:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "558afe00bf9ca653e8d18a0aa2d8c8a4db0caaf1",
"body": null,
"is_bot": false,
"headline": "Update Posit's entry in DESCRIPTION",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-11-26T06:03:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6fabe177453ffc1d1f067d57cafb5eef810bcd54",
"body": "I don't want rchk noise to cause CI to always look broken.",
"is_bot": false,
"headline": "OK that's pretty annoying, nevermind",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-11-26T05:41:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f7bb02f00ceed3e134b16e1a80e6140aee9b2156",
"body": null,
"is_bot": false,
"headline": "Update cran-comments",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-11-26T05:16:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f46f5133b810528b7bf4c832f2234726669dfa1d",
"body": null,
"is_bot": false,
"headline": "Belated NEWS bullet about problems with `problems()` and readr",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-11-26T05:13:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7f09ed2057d7cdfe5fcbbcbcb6c27685a49e2694",
"body": null,
"is_bot": false,
"headline": "Does this make rchk run regardless?",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-11-26T05:00:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "20452786e2cd703844bd7b2838320489d1f57afc",
"body": null,
"is_bot": false,
"headline": "Does this fix the run name?",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-11-26T02:49:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "73b964c141ad892565ef774455c926c3fe417dbb",
"body": null,
"is_bot": false,
"headline": "Gitignore .clangd",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-11-26T01:28:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a105351fdea6847e6abbb8e62772818e67f2ba1f",
"body": "* Apply the \"spec_tbl_df\" class *after* `vroom_select()`\n\nAvoid potential dispatch of a `[.spec_tbl_df` method that prematurely drops the subclass and spec and problems attributes\n\n* No longer necessary to store / restore this\n\n* Add tests",
"is_bot": false,
"headline": "Guard against loss of class (#567)",
"author_name": "Jennifer (Jenny) Bryan",
"author_login": "jennybc",
"committed_at": "2025-11-26T00:07:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d96a3b57e51f595a3f0ba83765f5f8797c6c41ff",
"body": null,
"is_bot": false,
"headline": "Update WORDLIST and .Rbuildignore",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-11-23T22:01:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ac0b4d74103d03dfc9430c78d7be812f1b9b8114",
"body": null,
"is_bot": false,
"headline": "Fix the resize and remove workarounds (#566)",
"author_name": "Jennifer (Jenny) Bryan",
"author_login": "jennybc",
"committed_at": "2025-11-22T22:54:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "45c61df921830c5519311bfeb91676dff69d0559",
"body": null,
"is_bot": false,
"headline": "Let claude read readr's code",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-11-21T18:26:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3fdb2736170b3d654fa8bf82b30c58cf4d58dfbb",
"body": "Closes #559",
"is_bot": false,
"headline": "Make check_encoding() more relaxed, as in readr",
"author_name": "Jenny Bryan",
"author_login": "jennybc",
"committed_at": "2025-11-18T23:23:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "405393d733fb51c3e66cc1a11b2cab06abb96892",
"body": "* Get rid of STDVEC_DATAPTR() usage\n\n* Remove usage of DATAPTR (well, use the recommended backport solution)\n\n* Try to force a current version of ggplot2\n\n* How about not building vignettes on really old R?\n\n* Go back to original workflow config\n\n* Try pinning the version of patchwork, instead of ggplot2\n\n* Add NEWS bullet\n\n* Use DATAPTR_RW() in all the Dataptr() methods\n\n* Flesh out force_materialization() and use it in more places\n\n* Use read-only access when de-altrep-ing prior to write",
"is_bot": false,
"headline": "Get rid of STDVEC_DATAPTR() and DATAPTR() usage (#562)",
"author_name": "Jennifer (Jenny) Bryan",
"author_login": "jennybc",
"committed_at": "2025-11-18T21:33:08Z",
"body_truncated": false,
"is_coding_agent": false
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"detail": "Found 1/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 14 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "dangerous workflow patterns detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "5 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 5",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 12
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 61,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "moderate",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 65,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.37,
"agent_instruction_files": [
"CLAUDE.md"
],
"agent_instruction_max_bytes": 5532
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "CLAUDE.md"
}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "37 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 19.7,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 37,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 51,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [
"Makefile",
"inst/bench/GNUmakefile",
"standalone/Makefile"
],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile, inst/bench/GNUmakefile, standalone/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile, inst/bench/GNUmakefile, standalone/Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "C++ (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "C++"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 99,
"inputs": {
"primary_language": "C++",
"largest_source_bytes": 553023,
"source_files_sampled": 201,
"oversized_source_files": 5
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "C++ (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "C++"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "5/201 source files over 60KB",
"points": 53.6,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 201,
"oversized": 5
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"example"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "example",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "example"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-26T19:33:50.334721Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/tidyverse/vroom.svg",
"full_name": "tidyverse/vroom",
"license_state": "custom",
"license_spdx": null
}
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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.
