{"adoption": {"forks": 760, "observed_at": "2026-08-28T04:06:57.718093+00:00", "stars": 2517}, "canonical_url": "https://ross.abutalabs.com/products/r-lib-devtools", "card": {"archived": false, "artifact_type": "library", "description": "Tools to make an R developer's life easier", "domain": ["developer-tools", "programming-languages", "version-control"], "enriched": true, "function": ["developer-tools", "testing", "build-tool", "package-manager", "documentation"], "health_score": 97, "homepage": "https://devtools.r-lib.org", "language": "R", "license": "NOASSERTION", "license_family": "other", "maturity": "stable", "member_repos": ["r-lib/devtools"], "name": "r-lib/devtools", "platform": ["cross-platform", "cli"], "pushed_at": "2026-08-18T23:59:36+00:00", "repo": "r-lib/devtools", "stars": 2517, "tags": ["r-package-development", "r-language", "load-all", "testthat", "usethis", "roxygen2", "cran", "r"], "topics": ["r", "package-creation"], "urls": [], "use_cases": ["develop and iterate on an R package without reinstalling it repeatedly", "run testthat tests and check test coverage for an R package", "generate roxygen2 documentation and update NAMESPACE for a package", "build and install a local R package from source", "install R packages from GitHub, GitLab, or a specific CRAN version", "create a new R package skeleton and manage its development workflow"], "what_it_is": "devtools is an R package that streamlines R package development with functions for loading, documenting, testing, building, and installing packages. It wraps common development workflows (like load_all(), document(), test(), and install()) so developers can iterate quickly without leaving the R console.", "when_to_avoid": ["you only need to install packages from remote sources - use pak instead, since devtools install_* functions are deprecated", "you are not working on R packages and just use R for data analysis", "you need a CI-only solution - the underlying tools (rcmdcheck, covr) may be more appropriate"], "when_to_choose": ["you are actively developing an R package and want fast load/test/document cycles", "you want a single entry point to the r-lib package development toolchain (pkgload, roxygen2, testthat, covr)", "you follow the R Packages book workflow and want tooling that matches it"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/r-lib-devtools", "repo": "r-lib/devtools", "role": "main", "score": 88}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:57.718093+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:26:08.851518+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c5079be7a9df16bcc5a9d918ea3209d2c2a96dd944eb7479e211ad8b06e50b02", "fetched_at": "2026-08-28T04:06:57.718093+00:00", "kind": "readme", "missing": false, "url": "https://github.com/r-lib/devtools"}, {"content_hash": "83ca501d7ab151f5ba16ed626071b64aceeae71c90f2e15ab6fe4518579651f9", "fetched_at": "2026-08-29T10:08:21.852355+00:00", "kind": "homepage", "missing": false, "url": "https://devtools.r-lib.org"}, {"content_hash": "c57aed176d6938527c5feda3487a46ba6513d726190aa59893ecdc5b58f33e8a", "fetched_at": "2026-08-29T10:08:21.861704+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/reference/install-deprecated.html"}, {"content_hash": "626d1cfb8e2999949811572109fb2360d143adccd67c9c2a20d9f5bc2cd3c7b7", "fetched_at": "2026-08-29T10:08:21.859975+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/reference/install.html"}, {"content_hash": "afb835bf49e42e3eabd04291cbcdcb904f5dfcaba7b82d540eeb78b43b347d49", "fetched_at": "2026-08-29T10:08:21.855328+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/news/index.html"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:57.718093+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:26:08.851518+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c5079be7a9df16bcc5a9d918ea3209d2c2a96dd944eb7479e211ad8b06e50b02", "fetched_at": "2026-08-28T04:06:57.718093+00:00", "kind": "readme", "missing": false, "url": "https://github.com/r-lib/devtools"}, {"content_hash": "83ca501d7ab151f5ba16ed626071b64aceeae71c90f2e15ab6fe4518579651f9", "fetched_at": "2026-08-29T10:08:21.852355+00:00", "kind": "homepage", "missing": false, "url": "https://devtools.r-lib.org"}, {"content_hash": "c57aed176d6938527c5feda3487a46ba6513d726190aa59893ecdc5b58f33e8a", "fetched_at": "2026-08-29T10:08:21.861704+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/reference/install-deprecated.html"}, {"content_hash": "626d1cfb8e2999949811572109fb2360d143adccd67c9c2a20d9f5bc2cd3c7b7", "fetched_at": "2026-08-29T10:08:21.859975+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/reference/install.html"}, {"content_hash": "afb835bf49e42e3eabd04291cbcdcb904f5dfcaba7b82d540eeb78b43b347d49", "fetched_at": "2026-08-29T10:08:21.855328+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/news/index.html"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:26:08.851518+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c5079be7a9df16bcc5a9d918ea3209d2c2a96dd944eb7479e211ad8b06e50b02", "fetched_at": "2026-08-28T04:06:57.718093+00:00", "kind": "readme", "missing": false, "url": "https://github.com/r-lib/devtools"}, {"content_hash": "83ca501d7ab151f5ba16ed626071b64aceeae71c90f2e15ab6fe4518579651f9", "fetched_at": "2026-08-29T10:08:21.852355+00:00", "kind": "homepage", "missing": false, "url": "https://devtools.r-lib.org"}, {"content_hash": "c57aed176d6938527c5feda3487a46ba6513d726190aa59893ecdc5b58f33e8a", "fetched_at": "2026-08-29T10:08:21.861704+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/reference/install-deprecated.html"}, {"content_hash": "626d1cfb8e2999949811572109fb2360d143adccd67c9c2a20d9f5bc2cd3c7b7", "fetched_at": "2026-08-29T10:08:21.859975+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/reference/install.html"}, {"content_hash": "afb835bf49e42e3eabd04291cbcdcb904f5dfcaba7b82d540eeb78b43b347d49", "fetched_at": "2026-08-29T10:08:21.855328+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/news/index.html"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:57.718093+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:57.718093+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:57.718093+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:26:08.851518+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c5079be7a9df16bcc5a9d918ea3209d2c2a96dd944eb7479e211ad8b06e50b02", "fetched_at": "2026-08-28T04:06:57.718093+00:00", "kind": "readme", "missing": false, "url": "https://github.com/r-lib/devtools"}, {"content_hash": "83ca501d7ab151f5ba16ed626071b64aceeae71c90f2e15ab6fe4518579651f9", "fetched_at": "2026-08-29T10:08:21.852355+00:00", "kind": "homepage", "missing": false, "url": "https://devtools.r-lib.org"}, {"content_hash": "c57aed176d6938527c5feda3487a46ba6513d726190aa59893ecdc5b58f33e8a", "fetched_at": "2026-08-29T10:08:21.861704+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/reference/install-deprecated.html"}, {"content_hash": "626d1cfb8e2999949811572109fb2360d143adccd67c9c2a20d9f5bc2cd3c7b7", "fetched_at": "2026-08-29T10:08:21.859975+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/reference/install.html"}, {"content_hash": "afb835bf49e42e3eabd04291cbcdcb904f5dfcaba7b82d540eeb78b43b347d49", "fetched_at": "2026-08-29T10:08:21.855328+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/news/index.html"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:57.718093+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:57.718093+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:26:08.851518+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c5079be7a9df16bcc5a9d918ea3209d2c2a96dd944eb7479e211ad8b06e50b02", "fetched_at": "2026-08-28T04:06:57.718093+00:00", "kind": "readme", "missing": false, "url": "https://github.com/r-lib/devtools"}, {"content_hash": "83ca501d7ab151f5ba16ed626071b64aceeae71c90f2e15ab6fe4518579651f9", "fetched_at": "2026-08-29T10:08:21.852355+00:00", "kind": "homepage", "missing": false, "url": "https://devtools.r-lib.org"}, {"content_hash": "c57aed176d6938527c5feda3487a46ba6513d726190aa59893ecdc5b58f33e8a", "fetched_at": "2026-08-29T10:08:21.861704+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/reference/install-deprecated.html"}, {"content_hash": "626d1cfb8e2999949811572109fb2360d143adccd67c9c2a20d9f5bc2cd3c7b7", "fetched_at": "2026-08-29T10:08:21.859975+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/reference/install.html"}, {"content_hash": "afb835bf49e42e3eabd04291cbcdcb904f5dfcaba7b82d540eeb78b43b347d49", "fetched_at": "2026-08-29T10:08:21.855328+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/news/index.html"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:57.718093+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:57.718093+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:57.718093+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:26:08.851518+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c5079be7a9df16bcc5a9d918ea3209d2c2a96dd944eb7479e211ad8b06e50b02", "fetched_at": "2026-08-28T04:06:57.718093+00:00", "kind": "readme", "missing": false, "url": "https://github.com/r-lib/devtools"}, {"content_hash": "83ca501d7ab151f5ba16ed626071b64aceeae71c90f2e15ab6fe4518579651f9", "fetched_at": "2026-08-29T10:08:21.852355+00:00", "kind": "homepage", "missing": false, "url": "https://devtools.r-lib.org"}, {"content_hash": "c57aed176d6938527c5feda3487a46ba6513d726190aa59893ecdc5b58f33e8a", "fetched_at": "2026-08-29T10:08:21.861704+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/reference/install-deprecated.html"}, {"content_hash": "626d1cfb8e2999949811572109fb2360d143adccd67c9c2a20d9f5bc2cd3c7b7", "fetched_at": "2026-08-29T10:08:21.859975+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/reference/install.html"}, {"content_hash": "afb835bf49e42e3eabd04291cbcdcb904f5dfcaba7b82d540eeb78b43b347d49", "fetched_at": "2026-08-29T10:08:21.855328+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/news/index.html"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:57.718093+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:57.718093+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:26:08.851518+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c5079be7a9df16bcc5a9d918ea3209d2c2a96dd944eb7479e211ad8b06e50b02", "fetched_at": "2026-08-28T04:06:57.718093+00:00", "kind": "readme", "missing": false, "url": "https://github.com/r-lib/devtools"}, {"content_hash": "83ca501d7ab151f5ba16ed626071b64aceeae71c90f2e15ab6fe4518579651f9", "fetched_at": "2026-08-29T10:08:21.852355+00:00", "kind": "homepage", "missing": false, "url": "https://devtools.r-lib.org"}, {"content_hash": "c57aed176d6938527c5feda3487a46ba6513d726190aa59893ecdc5b58f33e8a", "fetched_at": "2026-08-29T10:08:21.861704+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/reference/install-deprecated.html"}, {"content_hash": "626d1cfb8e2999949811572109fb2360d143adccd67c9c2a20d9f5bc2cd3c7b7", "fetched_at": "2026-08-29T10:08:21.859975+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/reference/install.html"}, {"content_hash": "afb835bf49e42e3eabd04291cbcdcb904f5dfcaba7b82d540eeb78b43b347d49", "fetched_at": "2026-08-29T10:08:21.855328+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/news/index.html"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:26:08.851518+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c5079be7a9df16bcc5a9d918ea3209d2c2a96dd944eb7479e211ad8b06e50b02", "fetched_at": "2026-08-28T04:06:57.718093+00:00", "kind": "readme", "missing": false, "url": "https://github.com/r-lib/devtools"}, {"content_hash": "83ca501d7ab151f5ba16ed626071b64aceeae71c90f2e15ab6fe4518579651f9", "fetched_at": "2026-08-29T10:08:21.852355+00:00", "kind": "homepage", "missing": false, "url": "https://devtools.r-lib.org"}, {"content_hash": "c57aed176d6938527c5feda3487a46ba6513d726190aa59893ecdc5b58f33e8a", "fetched_at": "2026-08-29T10:08:21.861704+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/reference/install-deprecated.html"}, {"content_hash": "626d1cfb8e2999949811572109fb2360d143adccd67c9c2a20d9f5bc2cd3c7b7", "fetched_at": "2026-08-29T10:08:21.859975+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/reference/install.html"}, {"content_hash": "afb835bf49e42e3eabd04291cbcdcb904f5dfcaba7b82d540eeb78b43b347d49", "fetched_at": "2026-08-29T10:08:21.855328+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/news/index.html"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:26:08.851518+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c5079be7a9df16bcc5a9d918ea3209d2c2a96dd944eb7479e211ad8b06e50b02", "fetched_at": "2026-08-28T04:06:57.718093+00:00", "kind": "readme", "missing": false, "url": "https://github.com/r-lib/devtools"}, {"content_hash": "83ca501d7ab151f5ba16ed626071b64aceeae71c90f2e15ab6fe4518579651f9", "fetched_at": "2026-08-29T10:08:21.852355+00:00", "kind": "homepage", "missing": false, "url": "https://devtools.r-lib.org"}, {"content_hash": "c57aed176d6938527c5feda3487a46ba6513d726190aa59893ecdc5b58f33e8a", "fetched_at": "2026-08-29T10:08:21.861704+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/reference/install-deprecated.html"}, {"content_hash": "626d1cfb8e2999949811572109fb2360d143adccd67c9c2a20d9f5bc2cd3c7b7", "fetched_at": "2026-08-29T10:08:21.859975+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/reference/install.html"}, {"content_hash": "afb835bf49e42e3eabd04291cbcdcb904f5dfcaba7b82d540eeb78b43b347d49", "fetched_at": "2026-08-29T10:08:21.855328+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/news/index.html"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:26:08.851518+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c5079be7a9df16bcc5a9d918ea3209d2c2a96dd944eb7479e211ad8b06e50b02", "fetched_at": "2026-08-28T04:06:57.718093+00:00", "kind": "readme", "missing": false, "url": "https://github.com/r-lib/devtools"}, {"content_hash": "83ca501d7ab151f5ba16ed626071b64aceeae71c90f2e15ab6fe4518579651f9", "fetched_at": "2026-08-29T10:08:21.852355+00:00", "kind": "homepage", "missing": false, "url": "https://devtools.r-lib.org"}, {"content_hash": "c57aed176d6938527c5feda3487a46ba6513d726190aa59893ecdc5b58f33e8a", "fetched_at": "2026-08-29T10:08:21.861704+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/reference/install-deprecated.html"}, {"content_hash": "626d1cfb8e2999949811572109fb2360d143adccd67c9c2a20d9f5bc2cd3c7b7", "fetched_at": "2026-08-29T10:08:21.859975+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/reference/install.html"}, {"content_hash": "afb835bf49e42e3eabd04291cbcdcb904f5dfcaba7b82d540eeb78b43b347d49", "fetched_at": "2026-08-29T10:08:21.855328+00:00", "kind": "site_page", "missing": false, "url": "https://devtools.r-lib.org/news/index.html"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 98, "longevity": 100, "rhythm": 69}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 5966, "days_push": 15, "days_rel": 125, "gap_med": 31, "n_releases_24m": 4}, "score": 88, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}