{"adoption": {"forks": 671, "observed_at": "2026-08-28T04:09:41.719449+00:00", "stars": 6317}, "canonical_url": "https://ross.abutalabs.com/products/introduction-to-bash-scripting", "card": {"archived": false, "artifact_type": "learning-resource", "description": "Free Introduction to Bash Scripting eBook", "domain": ["tutorials", "operating-systems"], "enriched": true, "function": ["documentation", "developer-tools"], "health_score": 60, "homepage": "https://leanpub.com/b/linux-devops-ebook-bundle", "language": "HTML", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["bobbyiliev/introduction-to-bash-scripting"], "name": "bobbyiliev/introduction-to-bash-scripting", "platform": ["cross-platform", "cli"], "pushed_at": "2026-02-11T18:20:42+00:00", "repo": "bobbyiliev/introduction-to-bash-scripting", "stars": 6317, "tags": ["bash", "shell-scripting", "ebook", "open-source-book", "sysadmin", "tutorial", "command-line", "devops", "automation", "linux"], "topics": ["bash", "bash-script", "bash-scripting", "ebook", "introduction-to-bash-scripting", "100daysofcode", "hacktoberfest", "devops"], "urls": [], "use_cases": ["learn bash scripting from scratch", "free bash scripting ebook pdf", "automate repetitive linux tasks with shell scripts", "bash scripting tutorial for devops engineers", "understand bash variables loops and conditionals", "shell scripting guide for sysadmins", "beginner bash book with real world examples"], "what_it_is": "A free, open-source eBook and guide that teaches the fundamentals of Bash scripting, from variables and conditionals to real-world automation scripts. It is written in Markdown, available as PDF and ePub, and aimed at developers, sysadmins, and DevOps engineers.", "when_to_avoid": ["you need advanced Bash topics like performance tuning or shell internals", "you are looking for a general Linux administration course rather than scripting", "you want interactive exercises or a video course instead of an ebook"], "when_to_choose": ["you want a free, open-source introduction to Bash scripting", "you are a DevOps/SysOps engineer or developer automating Linux tasks", "you prefer learning from structured chapters with practical script examples", "you want PDF or ePub reading formats"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/introduction-to-bash-scripting", "repo": "bobbyiliev/introduction-to-bash-scripting", "role": "main", "score": 53}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.719449+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:46:11.861998+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "67fe175e090ba7813b3c9693e804c690086c281057c9baf928a7112093a89bff", "fetched_at": "2026-08-28T04:09:41.719449+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bobbyiliev/introduction-to-bash-scripting"}, {"content_hash": "008d5c5a7b424d2d337db39a60125fe11aaadac0466971459ce4639caf54ed5a", "fetched_at": "2026-08-29T08:42:45.404227+00:00", "kind": "homepage", "missing": false, "url": "https://leanpub.com/b/linux-devops-ebook-bundle"}, {"content_hash": "a3ffdd2e2a469f0ab765363e6a2ec6eae74b11f6075f76b53df960fb75bc2c00", "fetched_at": "2026-08-29T08:42:45.417964+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/about"}, {"content_hash": "8047e75e1d4bb8de4c68d1d29e1aa100970eab45c01b1e417be305eb2c1ce7b8", "fetched_at": "2026-08-29T08:42:45.407140+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/authors"}, {"content_hash": "d570a1b8b3ed957217baf509b5fdea1f1cdb04fd2187dcb2a22f31afcf68bb40", "fetched_at": "2026-08-29T08:42:45.409732+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/reader-help/what-formats-do-leanpub-books-come-in"}, {"content_hash": "6798dddde50de9bab8f35ae4b2e5976055d5574f85842fcfeb81762d6e9f50f8", "fetched_at": "2026-08-29T08:42:45.412694+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/en/articles/4405350-leanpub-author-faq"}, {"content_hash": "a3f97ef691e5b37ad38555bc2518f697922c84950482b8efadb88654bee0da84", "fetched_at": "2026-08-29T08:42:45.415069+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/help/api"}, {"content_hash": "bab4d516dc4032fe7d5e1cb114808c03ca220b6369a9a11210536ad7b0f4ba4d", "fetched_at": "2026-08-29T08:42:45.419591+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/en/articles/3788293-the-leanpub-faq"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.719449+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:46:11.861998+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "67fe175e090ba7813b3c9693e804c690086c281057c9baf928a7112093a89bff", "fetched_at": "2026-08-28T04:09:41.719449+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bobbyiliev/introduction-to-bash-scripting"}, {"content_hash": "008d5c5a7b424d2d337db39a60125fe11aaadac0466971459ce4639caf54ed5a", "fetched_at": "2026-08-29T08:42:45.404227+00:00", "kind": "homepage", "missing": false, "url": "https://leanpub.com/b/linux-devops-ebook-bundle"}, {"content_hash": "a3ffdd2e2a469f0ab765363e6a2ec6eae74b11f6075f76b53df960fb75bc2c00", "fetched_at": "2026-08-29T08:42:45.417964+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/about"}, {"content_hash": "8047e75e1d4bb8de4c68d1d29e1aa100970eab45c01b1e417be305eb2c1ce7b8", "fetched_at": "2026-08-29T08:42:45.407140+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/authors"}, {"content_hash": "d570a1b8b3ed957217baf509b5fdea1f1cdb04fd2187dcb2a22f31afcf68bb40", "fetched_at": "2026-08-29T08:42:45.409732+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/reader-help/what-formats-do-leanpub-books-come-in"}, {"content_hash": "6798dddde50de9bab8f35ae4b2e5976055d5574f85842fcfeb81762d6e9f50f8", "fetched_at": "2026-08-29T08:42:45.412694+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/en/articles/4405350-leanpub-author-faq"}, {"content_hash": "a3f97ef691e5b37ad38555bc2518f697922c84950482b8efadb88654bee0da84", "fetched_at": "2026-08-29T08:42:45.415069+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/help/api"}, {"content_hash": "bab4d516dc4032fe7d5e1cb114808c03ca220b6369a9a11210536ad7b0f4ba4d", "fetched_at": "2026-08-29T08:42:45.419591+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/en/articles/3788293-the-leanpub-faq"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:46:11.861998+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "67fe175e090ba7813b3c9693e804c690086c281057c9baf928a7112093a89bff", "fetched_at": "2026-08-28T04:09:41.719449+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bobbyiliev/introduction-to-bash-scripting"}, {"content_hash": "008d5c5a7b424d2d337db39a60125fe11aaadac0466971459ce4639caf54ed5a", "fetched_at": "2026-08-29T08:42:45.404227+00:00", "kind": "homepage", "missing": false, "url": "https://leanpub.com/b/linux-devops-ebook-bundle"}, {"content_hash": "a3ffdd2e2a469f0ab765363e6a2ec6eae74b11f6075f76b53df960fb75bc2c00", "fetched_at": "2026-08-29T08:42:45.417964+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/about"}, {"content_hash": "8047e75e1d4bb8de4c68d1d29e1aa100970eab45c01b1e417be305eb2c1ce7b8", "fetched_at": "2026-08-29T08:42:45.407140+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/authors"}, {"content_hash": "d570a1b8b3ed957217baf509b5fdea1f1cdb04fd2187dcb2a22f31afcf68bb40", "fetched_at": "2026-08-29T08:42:45.409732+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/reader-help/what-formats-do-leanpub-books-come-in"}, {"content_hash": "6798dddde50de9bab8f35ae4b2e5976055d5574f85842fcfeb81762d6e9f50f8", "fetched_at": "2026-08-29T08:42:45.412694+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/en/articles/4405350-leanpub-author-faq"}, {"content_hash": "a3f97ef691e5b37ad38555bc2518f697922c84950482b8efadb88654bee0da84", "fetched_at": "2026-08-29T08:42:45.415069+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/help/api"}, {"content_hash": "bab4d516dc4032fe7d5e1cb114808c03ca220b6369a9a11210536ad7b0f4ba4d", "fetched_at": "2026-08-29T08:42:45.419591+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/en/articles/3788293-the-leanpub-faq"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.719449+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.719449+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.719449+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:46:11.861998+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "67fe175e090ba7813b3c9693e804c690086c281057c9baf928a7112093a89bff", "fetched_at": "2026-08-28T04:09:41.719449+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bobbyiliev/introduction-to-bash-scripting"}, {"content_hash": "008d5c5a7b424d2d337db39a60125fe11aaadac0466971459ce4639caf54ed5a", "fetched_at": "2026-08-29T08:42:45.404227+00:00", "kind": "homepage", "missing": false, "url": "https://leanpub.com/b/linux-devops-ebook-bundle"}, {"content_hash": "a3ffdd2e2a469f0ab765363e6a2ec6eae74b11f6075f76b53df960fb75bc2c00", "fetched_at": "2026-08-29T08:42:45.417964+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/about"}, {"content_hash": "8047e75e1d4bb8de4c68d1d29e1aa100970eab45c01b1e417be305eb2c1ce7b8", "fetched_at": "2026-08-29T08:42:45.407140+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/authors"}, {"content_hash": "d570a1b8b3ed957217baf509b5fdea1f1cdb04fd2187dcb2a22f31afcf68bb40", "fetched_at": "2026-08-29T08:42:45.409732+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/reader-help/what-formats-do-leanpub-books-come-in"}, {"content_hash": "6798dddde50de9bab8f35ae4b2e5976055d5574f85842fcfeb81762d6e9f50f8", "fetched_at": "2026-08-29T08:42:45.412694+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/en/articles/4405350-leanpub-author-faq"}, {"content_hash": "a3f97ef691e5b37ad38555bc2518f697922c84950482b8efadb88654bee0da84", "fetched_at": "2026-08-29T08:42:45.415069+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/help/api"}, {"content_hash": "bab4d516dc4032fe7d5e1cb114808c03ca220b6369a9a11210536ad7b0f4ba4d", "fetched_at": "2026-08-29T08:42:45.419591+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/en/articles/3788293-the-leanpub-faq"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.719449+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.719449+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:46:11.861998+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "67fe175e090ba7813b3c9693e804c690086c281057c9baf928a7112093a89bff", "fetched_at": "2026-08-28T04:09:41.719449+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bobbyiliev/introduction-to-bash-scripting"}, {"content_hash": "008d5c5a7b424d2d337db39a60125fe11aaadac0466971459ce4639caf54ed5a", "fetched_at": "2026-08-29T08:42:45.404227+00:00", "kind": "homepage", "missing": false, "url": "https://leanpub.com/b/linux-devops-ebook-bundle"}, {"content_hash": "a3ffdd2e2a469f0ab765363e6a2ec6eae74b11f6075f76b53df960fb75bc2c00", "fetched_at": "2026-08-29T08:42:45.417964+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/about"}, {"content_hash": "8047e75e1d4bb8de4c68d1d29e1aa100970eab45c01b1e417be305eb2c1ce7b8", "fetched_at": "2026-08-29T08:42:45.407140+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/authors"}, {"content_hash": "d570a1b8b3ed957217baf509b5fdea1f1cdb04fd2187dcb2a22f31afcf68bb40", "fetched_at": "2026-08-29T08:42:45.409732+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/reader-help/what-formats-do-leanpub-books-come-in"}, {"content_hash": "6798dddde50de9bab8f35ae4b2e5976055d5574f85842fcfeb81762d6e9f50f8", "fetched_at": "2026-08-29T08:42:45.412694+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/en/articles/4405350-leanpub-author-faq"}, {"content_hash": "a3f97ef691e5b37ad38555bc2518f697922c84950482b8efadb88654bee0da84", "fetched_at": "2026-08-29T08:42:45.415069+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/help/api"}, {"content_hash": "bab4d516dc4032fe7d5e1cb114808c03ca220b6369a9a11210536ad7b0f4ba4d", "fetched_at": "2026-08-29T08:42:45.419591+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/en/articles/3788293-the-leanpub-faq"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.719449+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.719449+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.719449+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:46:11.861998+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "67fe175e090ba7813b3c9693e804c690086c281057c9baf928a7112093a89bff", "fetched_at": "2026-08-28T04:09:41.719449+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bobbyiliev/introduction-to-bash-scripting"}, {"content_hash": "008d5c5a7b424d2d337db39a60125fe11aaadac0466971459ce4639caf54ed5a", "fetched_at": "2026-08-29T08:42:45.404227+00:00", "kind": "homepage", "missing": false, "url": "https://leanpub.com/b/linux-devops-ebook-bundle"}, {"content_hash": "a3ffdd2e2a469f0ab765363e6a2ec6eae74b11f6075f76b53df960fb75bc2c00", "fetched_at": "2026-08-29T08:42:45.417964+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/about"}, {"content_hash": "8047e75e1d4bb8de4c68d1d29e1aa100970eab45c01b1e417be305eb2c1ce7b8", "fetched_at": "2026-08-29T08:42:45.407140+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/authors"}, {"content_hash": "d570a1b8b3ed957217baf509b5fdea1f1cdb04fd2187dcb2a22f31afcf68bb40", "fetched_at": "2026-08-29T08:42:45.409732+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/reader-help/what-formats-do-leanpub-books-come-in"}, {"content_hash": "6798dddde50de9bab8f35ae4b2e5976055d5574f85842fcfeb81762d6e9f50f8", "fetched_at": "2026-08-29T08:42:45.412694+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/en/articles/4405350-leanpub-author-faq"}, {"content_hash": "a3f97ef691e5b37ad38555bc2518f697922c84950482b8efadb88654bee0da84", "fetched_at": "2026-08-29T08:42:45.415069+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/help/api"}, {"content_hash": "bab4d516dc4032fe7d5e1cb114808c03ca220b6369a9a11210536ad7b0f4ba4d", "fetched_at": "2026-08-29T08:42:45.419591+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/en/articles/3788293-the-leanpub-faq"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.719449+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.719449+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:46:11.861998+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "67fe175e090ba7813b3c9693e804c690086c281057c9baf928a7112093a89bff", "fetched_at": "2026-08-28T04:09:41.719449+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bobbyiliev/introduction-to-bash-scripting"}, {"content_hash": "008d5c5a7b424d2d337db39a60125fe11aaadac0466971459ce4639caf54ed5a", "fetched_at": "2026-08-29T08:42:45.404227+00:00", "kind": "homepage", "missing": false, "url": "https://leanpub.com/b/linux-devops-ebook-bundle"}, {"content_hash": "a3ffdd2e2a469f0ab765363e6a2ec6eae74b11f6075f76b53df960fb75bc2c00", "fetched_at": "2026-08-29T08:42:45.417964+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/about"}, {"content_hash": "8047e75e1d4bb8de4c68d1d29e1aa100970eab45c01b1e417be305eb2c1ce7b8", "fetched_at": "2026-08-29T08:42:45.407140+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/authors"}, {"content_hash": "d570a1b8b3ed957217baf509b5fdea1f1cdb04fd2187dcb2a22f31afcf68bb40", "fetched_at": "2026-08-29T08:42:45.409732+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/reader-help/what-formats-do-leanpub-books-come-in"}, {"content_hash": "6798dddde50de9bab8f35ae4b2e5976055d5574f85842fcfeb81762d6e9f50f8", "fetched_at": "2026-08-29T08:42:45.412694+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/en/articles/4405350-leanpub-author-faq"}, {"content_hash": "a3f97ef691e5b37ad38555bc2518f697922c84950482b8efadb88654bee0da84", "fetched_at": "2026-08-29T08:42:45.415069+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/help/api"}, {"content_hash": "bab4d516dc4032fe7d5e1cb114808c03ca220b6369a9a11210536ad7b0f4ba4d", "fetched_at": "2026-08-29T08:42:45.419591+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/en/articles/3788293-the-leanpub-faq"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:46:11.861998+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "67fe175e090ba7813b3c9693e804c690086c281057c9baf928a7112093a89bff", "fetched_at": "2026-08-28T04:09:41.719449+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bobbyiliev/introduction-to-bash-scripting"}, {"content_hash": "008d5c5a7b424d2d337db39a60125fe11aaadac0466971459ce4639caf54ed5a", "fetched_at": "2026-08-29T08:42:45.404227+00:00", "kind": "homepage", "missing": false, "url": "https://leanpub.com/b/linux-devops-ebook-bundle"}, {"content_hash": "a3ffdd2e2a469f0ab765363e6a2ec6eae74b11f6075f76b53df960fb75bc2c00", "fetched_at": "2026-08-29T08:42:45.417964+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/about"}, {"content_hash": "8047e75e1d4bb8de4c68d1d29e1aa100970eab45c01b1e417be305eb2c1ce7b8", "fetched_at": "2026-08-29T08:42:45.407140+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/authors"}, {"content_hash": "d570a1b8b3ed957217baf509b5fdea1f1cdb04fd2187dcb2a22f31afcf68bb40", "fetched_at": "2026-08-29T08:42:45.409732+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/reader-help/what-formats-do-leanpub-books-come-in"}, {"content_hash": "6798dddde50de9bab8f35ae4b2e5976055d5574f85842fcfeb81762d6e9f50f8", "fetched_at": "2026-08-29T08:42:45.412694+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/en/articles/4405350-leanpub-author-faq"}, {"content_hash": "a3f97ef691e5b37ad38555bc2518f697922c84950482b8efadb88654bee0da84", "fetched_at": "2026-08-29T08:42:45.415069+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/help/api"}, {"content_hash": "bab4d516dc4032fe7d5e1cb114808c03ca220b6369a9a11210536ad7b0f4ba4d", "fetched_at": "2026-08-29T08:42:45.419591+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/en/articles/3788293-the-leanpub-faq"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:46:11.861998+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "67fe175e090ba7813b3c9693e804c690086c281057c9baf928a7112093a89bff", "fetched_at": "2026-08-28T04:09:41.719449+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bobbyiliev/introduction-to-bash-scripting"}, {"content_hash": "008d5c5a7b424d2d337db39a60125fe11aaadac0466971459ce4639caf54ed5a", "fetched_at": "2026-08-29T08:42:45.404227+00:00", "kind": "homepage", "missing": false, "url": "https://leanpub.com/b/linux-devops-ebook-bundle"}, {"content_hash": "a3ffdd2e2a469f0ab765363e6a2ec6eae74b11f6075f76b53df960fb75bc2c00", "fetched_at": "2026-08-29T08:42:45.417964+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/about"}, {"content_hash": "8047e75e1d4bb8de4c68d1d29e1aa100970eab45c01b1e417be305eb2c1ce7b8", "fetched_at": "2026-08-29T08:42:45.407140+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/authors"}, {"content_hash": "d570a1b8b3ed957217baf509b5fdea1f1cdb04fd2187dcb2a22f31afcf68bb40", "fetched_at": "2026-08-29T08:42:45.409732+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/reader-help/what-formats-do-leanpub-books-come-in"}, {"content_hash": "6798dddde50de9bab8f35ae4b2e5976055d5574f85842fcfeb81762d6e9f50f8", "fetched_at": "2026-08-29T08:42:45.412694+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/en/articles/4405350-leanpub-author-faq"}, {"content_hash": "a3f97ef691e5b37ad38555bc2518f697922c84950482b8efadb88654bee0da84", "fetched_at": "2026-08-29T08:42:45.415069+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/help/api"}, {"content_hash": "bab4d516dc4032fe7d5e1cb114808c03ca220b6369a9a11210536ad7b0f4ba4d", "fetched_at": "2026-08-29T08:42:45.419591+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/en/articles/3788293-the-leanpub-faq"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:46:11.861998+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "67fe175e090ba7813b3c9693e804c690086c281057c9baf928a7112093a89bff", "fetched_at": "2026-08-28T04:09:41.719449+00:00", "kind": "readme", "missing": false, "url": "https://github.com/bobbyiliev/introduction-to-bash-scripting"}, {"content_hash": "008d5c5a7b424d2d337db39a60125fe11aaadac0466971459ce4639caf54ed5a", "fetched_at": "2026-08-29T08:42:45.404227+00:00", "kind": "homepage", "missing": false, "url": "https://leanpub.com/b/linux-devops-ebook-bundle"}, {"content_hash": "a3ffdd2e2a469f0ab765363e6a2ec6eae74b11f6075f76b53df960fb75bc2c00", "fetched_at": "2026-08-29T08:42:45.417964+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/about"}, {"content_hash": "8047e75e1d4bb8de4c68d1d29e1aa100970eab45c01b1e417be305eb2c1ce7b8", "fetched_at": "2026-08-29T08:42:45.407140+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/authors"}, {"content_hash": "d570a1b8b3ed957217baf509b5fdea1f1cdb04fd2187dcb2a22f31afcf68bb40", "fetched_at": "2026-08-29T08:42:45.409732+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/reader-help/what-formats-do-leanpub-books-come-in"}, {"content_hash": "6798dddde50de9bab8f35ae4b2e5976055d5574f85842fcfeb81762d6e9f50f8", "fetched_at": "2026-08-29T08:42:45.412694+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/en/articles/4405350-leanpub-author-faq"}, {"content_hash": "a3f97ef691e5b37ad38555bc2518f697922c84950482b8efadb88654bee0da84", "fetched_at": "2026-08-29T08:42:45.415069+00:00", "kind": "site_page", "missing": false, "url": "https://leanpub.com/help/api"}, {"content_hash": "bab4d516dc4032fe7d5e1cb114808c03ca220b6369a9a11210536ad7b0f4ba4d", "fetched_at": "2026-08-29T08:42:45.419591+00:00", "kind": "site_page", "missing": false, "url": "https://help.leanpub.com/en/articles/3788293-the-leanpub-faq"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 67, "longevity": 100, "rhythm": 8}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2114, "days_push": 203, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 53, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}