{"adoption": {"forks": 9602, "observed_at": "2026-08-28T04:11:58.661065+00:00", "stars": 34086}, "canonical_url": "https://ross.abutalabs.com/products/12306", "card": {"archived": true, "artifact_type": "application", "description": "12306智能刷票，订票", "domain": ["travel", "developer-tools"], "enriched": true, "function": ["workflow-automation", "ocr", "machine-learning", "http-client", "cli"], "health_score": 10, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["testerSunshine/12306"], "name": "testerSunshine/12306", "platform": ["python", "cli"], "pushed_at": "2023-04-02T03:19:43+00:00", "repo": "testerSunshine/12306", "stars": 34086, "tags": ["12306", "train-tickets", "ticket-booking", "captcha-recognition", "china-railway", "web-automation", "automation", "docker", "linux"], "topics": [], "urls": [], "use_cases": ["automatically buy 12306 train tickets", "grab train tickets the moment they go on sale", "monitor for released train tickets and book automatically", "auto-solve 12306 captcha during booking", "get notified when a train ticket becomes available", "run a ticket booking bot on a server with docker"], "what_it_is": "A Python-based ticket-sniping assistant for China Railway's 12306 booking system that automates login, CAPTCHA recognition, and ticket purchasing. It supports scheduled pre-sale grabbing, waitlist monitoring, and notifications via email or ServerChan.", "when_to_avoid": ["you need to book flights, buses, or non-12306 train services", "you want a maintained tool - the last release was April 2023 and 12306 frequently changes its API", "you need a GUI - it is configured via a Python file and run from the command line"], "when_to_choose": ["you need automated ticket purchasing on China's 12306 railway system", "you want scheduled pre-sale grabbing and waitlist (candidate order) monitoring", "you prefer a self-hosted solution with docker deployment and email/ServerChan notifications"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/12306", "repo": "testerSunshine/12306", "role": "main", "score": 10}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.661065+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T16:27:51.642904+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c84d27d3044b532b5d5ecee75b2548e2024d6d315e0dd10ff99268012b68f082", "fetched_at": "2026-08-28T04:11:58.661065+00:00", "kind": "readme", "missing": false, "url": "https://github.com/testerSunshine/12306"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.661065+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T16:27:51.642904+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c84d27d3044b532b5d5ecee75b2548e2024d6d315e0dd10ff99268012b68f082", "fetched_at": "2026-08-28T04:11:58.661065+00:00", "kind": "readme", "missing": false, "url": "https://github.com/testerSunshine/12306"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T16:27:51.642904+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c84d27d3044b532b5d5ecee75b2548e2024d6d315e0dd10ff99268012b68f082", "fetched_at": "2026-08-28T04:11:58.661065+00:00", "kind": "readme", "missing": false, "url": "https://github.com/testerSunshine/12306"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.661065+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.661065+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.661065+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T16:27:51.642904+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c84d27d3044b532b5d5ecee75b2548e2024d6d315e0dd10ff99268012b68f082", "fetched_at": "2026-08-28T04:11:58.661065+00:00", "kind": "readme", "missing": false, "url": "https://github.com/testerSunshine/12306"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.661065+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.661065+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T16:27:51.642904+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c84d27d3044b532b5d5ecee75b2548e2024d6d315e0dd10ff99268012b68f082", "fetched_at": "2026-08-28T04:11:58.661065+00:00", "kind": "readme", "missing": false, "url": "https://github.com/testerSunshine/12306"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.661065+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.661065+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.661065+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T16:27:51.642904+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c84d27d3044b532b5d5ecee75b2548e2024d6d315e0dd10ff99268012b68f082", "fetched_at": "2026-08-28T04:11:58.661065+00:00", "kind": "readme", "missing": false, "url": "https://github.com/testerSunshine/12306"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.661065+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:11:58.661065+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T16:27:51.642904+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c84d27d3044b532b5d5ecee75b2548e2024d6d315e0dd10ff99268012b68f082", "fetched_at": "2026-08-28T04:11:58.661065+00:00", "kind": "readme", "missing": false, "url": "https://github.com/testerSunshine/12306"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T16:27:51.642904+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c84d27d3044b532b5d5ecee75b2548e2024d6d315e0dd10ff99268012b68f082", "fetched_at": "2026-08-28T04:11:58.661065+00:00", "kind": "readme", "missing": false, "url": "https://github.com/testerSunshine/12306"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T16:27:51.642904+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c84d27d3044b532b5d5ecee75b2548e2024d6d315e0dd10ff99268012b68f082", "fetched_at": "2026-08-28T04:11:58.661065+00:00", "kind": "readme", "missing": false, "url": "https://github.com/testerSunshine/12306"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T16:27:51.642904+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c84d27d3044b532b5d5ecee75b2548e2024d6d315e0dd10ff99268012b68f082", "fetched_at": "2026-08-28T04:11:58.661065+00:00", "kind": "readme", "missing": false, "url": "https://github.com/testerSunshine/12306"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 8}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["archived"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 3395, "days_push": 1249, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 10, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}