{"adoption": {"forks": 534, "observed_at": "2026-08-28T04:10:28.771799+00:00", "stars": 9182}, "canonical_url": "https://ross.abutalabs.com/products/rectg", "card": {"archived": false, "artifact_type": "dataset", "description": "Telegram 中文频道、群组与机器人精选索引，结合自动化抓取与人工整理，支持在线搜索与分类浏览。", "domain": ["messaging-platforms", "crawlers"], "enriched": true, "function": ["search-engine", "web-scraping", "data-generation"], "health_score": 75, "homepage": "http://rectg.com/", "language": "Python", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["jackvale/rectg"], "name": "jackvale/rectg", "platform": ["python"], "pushed_at": "2026-07-10T07:13:14+00:00", "repo": "jackvale/rectg", "stars": 9182, "tags": ["telegram-directory", "curated-index", "chinese-language", "channel-discovery", "open-data", "search", "localization", "web-server", "telegram"], "topics": ["telegram", "telegram-bot", "telegram-channel", "telegram-group", "open-data"], "urls": [], "use_cases": ["find Chinese Telegram channels by topic", "search Telegram groups by keyword", "discover Telegram bots for Chinese users", "browse a curated directory of Telegram communities", "get an open dataset of Telegram channel metadata", "submit or track new Telegram channels in a catalog"], "what_it_is": "A curated index of 500+ Chinese-language Telegram channels, groups, and bots, organized into 22 topic categories with automated scraping plus manual curation. It offers an online searchable and browsable directory backed by an open Apache-2.0 dataset.", "when_to_avoid": ["you need English-language or non-Chinese Telegram resources", "you require real-time member counts or live channel statistics", "you want an automated Telegram client or bot framework rather than a directory"], "when_to_choose": ["you want a human-curated, categorized list of Chinese Telegram resources", "you need searchable metadata (name, description, t.me link) for Telegram channels and groups", "you want an open dataset to build your own Telegram directory or search tool"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/rectg", "repo": "jackvale/rectg", "role": "main", "score": 70}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.771799+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:23:20.722381+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bddd4e58d2ee00bae4c8e0e25b749ae4cc49b929155d69f5fb0090c5cf86832e", "fetched_at": "2026-08-28T04:10:28.771799+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jackvale/rectg"}, {"content_hash": "3c422fd42145af3fc2773a5ea70dc6673b481509fa4d5c620b920c7164568d9e", "fetched_at": "2026-08-29T08:23:18.820554+00:00", "kind": "homepage", "missing": false, "url": "http://rectg.com/"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.771799+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:23:20.722381+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bddd4e58d2ee00bae4c8e0e25b749ae4cc49b929155d69f5fb0090c5cf86832e", "fetched_at": "2026-08-28T04:10:28.771799+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jackvale/rectg"}, {"content_hash": "3c422fd42145af3fc2773a5ea70dc6673b481509fa4d5c620b920c7164568d9e", "fetched_at": "2026-08-29T08:23:18.820554+00:00", "kind": "homepage", "missing": false, "url": "http://rectg.com/"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:23:20.722381+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bddd4e58d2ee00bae4c8e0e25b749ae4cc49b929155d69f5fb0090c5cf86832e", "fetched_at": "2026-08-28T04:10:28.771799+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jackvale/rectg"}, {"content_hash": "3c422fd42145af3fc2773a5ea70dc6673b481509fa4d5c620b920c7164568d9e", "fetched_at": "2026-08-29T08:23:18.820554+00:00", "kind": "homepage", "missing": false, "url": "http://rectg.com/"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.771799+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.771799+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.771799+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:23:20.722381+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bddd4e58d2ee00bae4c8e0e25b749ae4cc49b929155d69f5fb0090c5cf86832e", "fetched_at": "2026-08-28T04:10:28.771799+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jackvale/rectg"}, {"content_hash": "3c422fd42145af3fc2773a5ea70dc6673b481509fa4d5c620b920c7164568d9e", "fetched_at": "2026-08-29T08:23:18.820554+00:00", "kind": "homepage", "missing": false, "url": "http://rectg.com/"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.771799+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.771799+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:23:20.722381+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bddd4e58d2ee00bae4c8e0e25b749ae4cc49b929155d69f5fb0090c5cf86832e", "fetched_at": "2026-08-28T04:10:28.771799+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jackvale/rectg"}, {"content_hash": "3c422fd42145af3fc2773a5ea70dc6673b481509fa4d5c620b920c7164568d9e", "fetched_at": "2026-08-29T08:23:18.820554+00:00", "kind": "homepage", "missing": false, "url": "http://rectg.com/"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.771799+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.771799+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.771799+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:23:20.722381+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bddd4e58d2ee00bae4c8e0e25b749ae4cc49b929155d69f5fb0090c5cf86832e", "fetched_at": "2026-08-28T04:10:28.771799+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jackvale/rectg"}, {"content_hash": "3c422fd42145af3fc2773a5ea70dc6673b481509fa4d5c620b920c7164568d9e", "fetched_at": "2026-08-29T08:23:18.820554+00:00", "kind": "homepage", "missing": false, "url": "http://rectg.com/"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.771799+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.771799+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:23:20.722381+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bddd4e58d2ee00bae4c8e0e25b749ae4cc49b929155d69f5fb0090c5cf86832e", "fetched_at": "2026-08-28T04:10:28.771799+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jackvale/rectg"}, {"content_hash": "3c422fd42145af3fc2773a5ea70dc6673b481509fa4d5c620b920c7164568d9e", "fetched_at": "2026-08-29T08:23:18.820554+00:00", "kind": "homepage", "missing": false, "url": "http://rectg.com/"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:23:20.722381+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bddd4e58d2ee00bae4c8e0e25b749ae4cc49b929155d69f5fb0090c5cf86832e", "fetched_at": "2026-08-28T04:10:28.771799+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jackvale/rectg"}, {"content_hash": "3c422fd42145af3fc2773a5ea70dc6673b481509fa4d5c620b920c7164568d9e", "fetched_at": "2026-08-29T08:23:18.820554+00:00", "kind": "homepage", "missing": false, "url": "http://rectg.com/"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:23:20.722381+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bddd4e58d2ee00bae4c8e0e25b749ae4cc49b929155d69f5fb0090c5cf86832e", "fetched_at": "2026-08-28T04:10:28.771799+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jackvale/rectg"}, {"content_hash": "3c422fd42145af3fc2773a5ea70dc6673b481509fa4d5c620b920c7164568d9e", "fetched_at": "2026-08-29T08:23:18.820554+00:00", "kind": "homepage", "missing": false, "url": "http://rectg.com/"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:23:20.722381+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "bddd4e58d2ee00bae4c8e0e25b749ae4cc49b929155d69f5fb0090c5cf86832e", "fetched_at": "2026-08-28T04:10:28.771799+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jackvale/rectg"}, {"content_hash": "3c422fd42145af3fc2773a5ea70dc6673b481509fa4d5c620b920c7164568d9e", "fetched_at": "2026-08-29T08:23:18.820554+00:00", "kind": "homepage", "missing": false, "url": "http://rectg.com/"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 91, "longevity": 83, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1174, "days_push": 54, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 70, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}