{"adoption": {"forks": 153, "observed_at": "2026-08-28T04:04:20.173153+00:00", "stars": 1312}, "canonical_url": "https://ross.abutalabs.com/products/hubcommander", "card": {"archived": false, "artifact_type": "application", "description": "A Slack bot for GitHub organization management -- and other things too", "domain": ["developer-tools", "security", "chatbots"], "enriched": true, "function": ["chatbot", "security", "authorization", "developer-tools", "workflow-automation"], "health_score": 66, "homepage": null, "language": "Python", "license": "Apache-2.0", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["Netflix/hubcommander"], "name": "Netflix/hubcommander", "platform": ["python", "self-hosted"], "pushed_at": "2026-04-13T16:46:20+00:00", "repo": "Netflix/hubcommander", "stars": 1312, "tags": ["chatops", "slack-bot", "github-management", "github-organization", "duo-2fa", "plugins", "automation", "docker"], "topics": ["slack", "slack-bot", "python", "github", "chatops", "travis-ci", "bot", "privileges", "security"], "urls": [], "use_cases": ["manage github organization via slack", "create and delete repos from chat", "grant outside collaborators repo permissions without owner access", "enable travis ci on a repo through chatops", "add two-factor approval to privileged github commands", "extend a slack bot with custom commands via plugins"], "what_it_is": "HubCommander is a user-extendable Slack bot for chat-ops style GitHub organization management, letting users perform privileged tasks like repo creation and collaborator management without granting owner rights. It is built in Python on python-rtmbot and supports custom command plugins and Duo 2FA safeguards.", "when_to_avoid": ["you don't use Slack or GitHub", "you need a modern Slack Events/API integration rather than the legacy RTM-based python-rtmbot dependency", "you want a hosted SaaS solution with no self-hosting"], "when_to_choose": ["your team uses Slack and wants chat-ops for GitHub org administration", "you want to delegate privileged GitHub tasks without distributing owner privileges", "you need a Python, plugin-extendable Slack bot with 2FA safeguards"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/hubcommander", "repo": "Netflix/hubcommander", "role": "main", "score": 57}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.173153+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:48:56.764689+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f25dcb16236702bf83bed0d58283702e1275a0c7defd9cf4f62638293c9c29c1", "fetched_at": "2026-08-28T04:04:20.173153+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Netflix/hubcommander"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.173153+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:48:56.764689+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f25dcb16236702bf83bed0d58283702e1275a0c7defd9cf4f62638293c9c29c1", "fetched_at": "2026-08-28T04:04:20.173153+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Netflix/hubcommander"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:48:56.764689+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f25dcb16236702bf83bed0d58283702e1275a0c7defd9cf4f62638293c9c29c1", "fetched_at": "2026-08-28T04:04:20.173153+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Netflix/hubcommander"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.173153+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.173153+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.173153+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:48:56.764689+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f25dcb16236702bf83bed0d58283702e1275a0c7defd9cf4f62638293c9c29c1", "fetched_at": "2026-08-28T04:04:20.173153+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Netflix/hubcommander"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.173153+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.173153+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:48:56.764689+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f25dcb16236702bf83bed0d58283702e1275a0c7defd9cf4f62638293c9c29c1", "fetched_at": "2026-08-28T04:04:20.173153+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Netflix/hubcommander"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.173153+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.173153+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.173153+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:48:56.764689+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f25dcb16236702bf83bed0d58283702e1275a0c7defd9cf4f62638293c9c29c1", "fetched_at": "2026-08-28T04:04:20.173153+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Netflix/hubcommander"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.173153+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.173153+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:48:56.764689+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f25dcb16236702bf83bed0d58283702e1275a0c7defd9cf4f62638293c9c29c1", "fetched_at": "2026-08-28T04:04:20.173153+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Netflix/hubcommander"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:48:56.764689+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f25dcb16236702bf83bed0d58283702e1275a0c7defd9cf4f62638293c9c29c1", "fetched_at": "2026-08-28T04:04:20.173153+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Netflix/hubcommander"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:48:56.764689+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f25dcb16236702bf83bed0d58283702e1275a0c7defd9cf4f62638293c9c29c1", "fetched_at": "2026-08-28T04:04:20.173153+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Netflix/hubcommander"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:48:56.764689+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f25dcb16236702bf83bed0d58283702e1275a0c7defd9cf4f62638293c9c29c1", "fetched_at": "2026-08-28T04:04:20.173153+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Netflix/hubcommander"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 77, "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": 3495, "days_push": 142, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 57, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}