{"adoption": {"forks": 583, "observed_at": "2026-08-28T04:06:42.342781+00:00", "stars": 2381}, "canonical_url": "https://ross.abutalabs.com/products/xzb-1248-spark", "card": {"archived": false, "artifact_type": "application", "description": "✨Spark is a web-based, cross-platform and full-featured Remote Administration Tool (RAT) written in Go that allows you control all your devices anywhere. Spark是一个Go编写的，网页UI、跨平台以及多功能的远程控制和监控工具，你可以随时随地监控和控制所有设备。", "domain": ["security", "developer-tools", "self-hosted", "networking"], "enriched": true, "function": ["http-server", "monitoring", "security", "gui"], "health_score": 63, "homepage": null, "language": "Go", "license": "BSD-2-Clause", "license_family": "permissive", "maturity": "active", "member_repos": ["XZB-1248/Spark"], "name": "XZB-1248/Spark", "platform": ["cross-platform", "go", "self-hosted", "windows"], "pushed_at": "2026-03-16T05:48:42+00:00", "repo": "XZB-1248/Spark", "stars": 2381, "tags": ["rat", "remote-administration", "remote-control", "webshell", "device-management", "dual-use", "educational", "remote-access-tool", "web-server", "linux", "macos"], "topics": ["golang", "rat", "remote-control", "remote-administration-tool", "remote-admin-tool", "spark", "server-monitoring", "dashboard", "go", "remote-access-tool", "shell", "webshell"], "urls": [], "use_cases": ["remotely administer my own servers from a browser", "monitor and control all my devices anywhere", "self-hosted remote access dashboard", "run a remote shell on machines I own", "cross-platform device monitoring tool", "educational RAT for learning how remote administration tools work"], "what_it_is": "Spark is a web-based, cross-platform Remote Administration Tool (RAT) written in Go that lets you monitor and control devices from a browser dashboard. It is explicitly intended for educational purposes and legal administration of your own devices.", "when_to_avoid": ["you intend to access devices without authorization - this is illegal and prohibited by the project", "you need a hardened, enterprise-grade remote management solution like an RMM or MDM", "your environment forbids dual-use offensive tooling"], "when_to_choose": ["you need a self-hosted, browser-based tool to administer devices you own", "you want a cross-platform Go-based RAT for lab or educational study", "you prefer a tool with no telemetry that talks only to your own server"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/xzb-1248-spark", "repo": "XZB-1248/Spark", "role": "main", "score": 55}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:42.342781+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:34:44.515510+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6e9d46ea12fc035d300766655f65228564fc8f29ebe264fb2a5d15d1a2f146d2", "fetched_at": "2026-08-28T04:06:42.342781+00:00", "kind": "readme", "missing": false, "url": "https://github.com/XZB-1248/Spark"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:42.342781+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:34:44.515510+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6e9d46ea12fc035d300766655f65228564fc8f29ebe264fb2a5d15d1a2f146d2", "fetched_at": "2026-08-28T04:06:42.342781+00:00", "kind": "readme", "missing": false, "url": "https://github.com/XZB-1248/Spark"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:34:44.515510+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6e9d46ea12fc035d300766655f65228564fc8f29ebe264fb2a5d15d1a2f146d2", "fetched_at": "2026-08-28T04:06:42.342781+00:00", "kind": "readme", "missing": false, "url": "https://github.com/XZB-1248/Spark"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:42.342781+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:42.342781+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:42.342781+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:34:44.515510+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6e9d46ea12fc035d300766655f65228564fc8f29ebe264fb2a5d15d1a2f146d2", "fetched_at": "2026-08-28T04:06:42.342781+00:00", "kind": "readme", "missing": false, "url": "https://github.com/XZB-1248/Spark"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:42.342781+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:42.342781+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:34:44.515510+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6e9d46ea12fc035d300766655f65228564fc8f29ebe264fb2a5d15d1a2f146d2", "fetched_at": "2026-08-28T04:06:42.342781+00:00", "kind": "readme", "missing": false, "url": "https://github.com/XZB-1248/Spark"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:42.342781+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:42.342781+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:42.342781+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:34:44.515510+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6e9d46ea12fc035d300766655f65228564fc8f29ebe264fb2a5d15d1a2f146d2", "fetched_at": "2026-08-28T04:06:42.342781+00:00", "kind": "readme", "missing": false, "url": "https://github.com/XZB-1248/Spark"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:42.342781+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:42.342781+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:34:44.515510+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6e9d46ea12fc035d300766655f65228564fc8f29ebe264fb2a5d15d1a2f146d2", "fetched_at": "2026-08-28T04:06:42.342781+00:00", "kind": "readme", "missing": false, "url": "https://github.com/XZB-1248/Spark"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:34:44.515510+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6e9d46ea12fc035d300766655f65228564fc8f29ebe264fb2a5d15d1a2f146d2", "fetched_at": "2026-08-28T04:06:42.342781+00:00", "kind": "readme", "missing": false, "url": "https://github.com/XZB-1248/Spark"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:34:44.515510+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6e9d46ea12fc035d300766655f65228564fc8f29ebe264fb2a5d15d1a2f146d2", "fetched_at": "2026-08-28T04:06:42.342781+00:00", "kind": "readme", "missing": false, "url": "https://github.com/XZB-1248/Spark"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:34:44.515510+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6e9d46ea12fc035d300766655f65228564fc8f29ebe264fb2a5d15d1a2f146d2", "fetched_at": "2026-08-28T04:06:42.342781+00:00", "kind": "readme", "missing": false, "url": "https://github.com/XZB-1248/Spark"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 72, "longevity": 100, "rhythm": 8}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1631, "days_push": 170, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 55, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}