{"adoption": {"forks": 76, "observed_at": "2026-08-28T04:05:57.841103+00:00", "stars": 1946}, "canonical_url": "https://ross.abutalabs.com/products/talon", "card": {"archived": false, "artifact_type": "application", "description": "Windows the way you want it, in 2 clicks.", "domain": ["windows", "privacy", "self-hosted"], "enriched": true, "function": ["configuration-management", "developer-tools", "cli"], "health_score": 96, "homepage": "https://raventechnologiesgroup.com/talon", "language": "Python", "license": "BSD-3-Clause", "license_family": "permissive", "maturity": "active", "member_repos": ["ravendevteam/talon"], "name": "ravendevteam/talon", "platform": ["windows", "cli"], "pushed_at": "2026-07-26T21:53:48+00:00", "repo": "ravendevteam/talon", "stars": 1946, "tags": ["windows-debloat", "windows-11", "system-optimization", "powershell", "telemetry-removal", "automation"], "topics": ["debloater", "windows-11-debloat", "windows-debloater"], "urls": [], "use_cases": ["debloat windows 11", "remove bloatware from windows", "disable windows telemetry and ads", "optimize windows performance without reinstalling", "strip preinstalled apps from a fresh windows install", "prepare refurbished windows machines for resale"], "what_it_is": "Talon is a free, open-source Windows debloating and optimization tool that removes bloatware, telemetry, ads, and unwanted features from Windows 10/11 in a couple of clicks. It can be run via a one-line PowerShell command, a standalone executable, or built from Python source.", "when_to_avoid": ["you need a GUI-driven, granular per-setting tweak tool with community contributions", "you run Linux, macOS, or non-Windows systems", "you require commercial-use licensing without purchasing the paid tier"], "when_to_choose": ["you want a simple, privacy-respecting debloater for Windows 10/11", "you prefer a one-line PowerShell install with cryptographic verification", "you want a free open-source alternative to paid debloating tools"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/talon", "repo": "ravendevteam/talon", "role": "main", "score": 81}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:05:57.841103+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:07:21.199840+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7a3e483871ee50b6ae8fb79a30edd6b9ef3c4e9e8e376f01cde5c9f6bd1d226e", "fetched_at": "2026-08-28T04:05:57.841103+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ravendevteam/talon"}, {"content_hash": "4e80ef9a47831c08fd33d0c5d8880dc8c2a39e93c76a010575c3951a2a16d7d3", "fetched_at": "2026-08-29T10:46:55.990257+00:00", "kind": "homepage", "missing": false, "url": "https://raventechnologiesgroup.com/talon"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:05:57.841103+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:07:21.199840+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7a3e483871ee50b6ae8fb79a30edd6b9ef3c4e9e8e376f01cde5c9f6bd1d226e", "fetched_at": "2026-08-28T04:05:57.841103+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ravendevteam/talon"}, {"content_hash": "4e80ef9a47831c08fd33d0c5d8880dc8c2a39e93c76a010575c3951a2a16d7d3", "fetched_at": "2026-08-29T10:46:55.990257+00:00", "kind": "homepage", "missing": false, "url": "https://raventechnologiesgroup.com/talon"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:07:21.199840+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7a3e483871ee50b6ae8fb79a30edd6b9ef3c4e9e8e376f01cde5c9f6bd1d226e", "fetched_at": "2026-08-28T04:05:57.841103+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ravendevteam/talon"}, {"content_hash": "4e80ef9a47831c08fd33d0c5d8880dc8c2a39e93c76a010575c3951a2a16d7d3", "fetched_at": "2026-08-29T10:46:55.990257+00:00", "kind": "homepage", "missing": false, "url": "https://raventechnologiesgroup.com/talon"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:05:57.841103+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:05:57.841103+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:05:57.841103+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:07:21.199840+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7a3e483871ee50b6ae8fb79a30edd6b9ef3c4e9e8e376f01cde5c9f6bd1d226e", "fetched_at": "2026-08-28T04:05:57.841103+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ravendevteam/talon"}, {"content_hash": "4e80ef9a47831c08fd33d0c5d8880dc8c2a39e93c76a010575c3951a2a16d7d3", "fetched_at": "2026-08-29T10:46:55.990257+00:00", "kind": "homepage", "missing": false, "url": "https://raventechnologiesgroup.com/talon"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:05:57.841103+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:05:57.841103+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:07:21.199840+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7a3e483871ee50b6ae8fb79a30edd6b9ef3c4e9e8e376f01cde5c9f6bd1d226e", "fetched_at": "2026-08-28T04:05:57.841103+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ravendevteam/talon"}, {"content_hash": "4e80ef9a47831c08fd33d0c5d8880dc8c2a39e93c76a010575c3951a2a16d7d3", "fetched_at": "2026-08-29T10:46:55.990257+00:00", "kind": "homepage", "missing": false, "url": "https://raventechnologiesgroup.com/talon"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:05:57.841103+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:05:57.841103+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:05:57.841103+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:07:21.199840+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7a3e483871ee50b6ae8fb79a30edd6b9ef3c4e9e8e376f01cde5c9f6bd1d226e", "fetched_at": "2026-08-28T04:05:57.841103+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ravendevteam/talon"}, {"content_hash": "4e80ef9a47831c08fd33d0c5d8880dc8c2a39e93c76a010575c3951a2a16d7d3", "fetched_at": "2026-08-29T10:46:55.990257+00:00", "kind": "homepage", "missing": false, "url": "https://raventechnologiesgroup.com/talon"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:05:57.841103+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:05:57.841103+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:07:21.199840+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7a3e483871ee50b6ae8fb79a30edd6b9ef3c4e9e8e376f01cde5c9f6bd1d226e", "fetched_at": "2026-08-28T04:05:57.841103+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ravendevteam/talon"}, {"content_hash": "4e80ef9a47831c08fd33d0c5d8880dc8c2a39e93c76a010575c3951a2a16d7d3", "fetched_at": "2026-08-29T10:46:55.990257+00:00", "kind": "homepage", "missing": false, "url": "https://raventechnologiesgroup.com/talon"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:07:21.199840+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7a3e483871ee50b6ae8fb79a30edd6b9ef3c4e9e8e376f01cde5c9f6bd1d226e", "fetched_at": "2026-08-28T04:05:57.841103+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ravendevteam/talon"}, {"content_hash": "4e80ef9a47831c08fd33d0c5d8880dc8c2a39e93c76a010575c3951a2a16d7d3", "fetched_at": "2026-08-29T10:46:55.990257+00:00", "kind": "homepage", "missing": false, "url": "https://raventechnologiesgroup.com/talon"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:07:21.199840+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7a3e483871ee50b6ae8fb79a30edd6b9ef3c4e9e8e376f01cde5c9f6bd1d226e", "fetched_at": "2026-08-28T04:05:57.841103+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ravendevteam/talon"}, {"content_hash": "4e80ef9a47831c08fd33d0c5d8880dc8c2a39e93c76a010575c3951a2a16d7d3", "fetched_at": "2026-08-29T10:46:55.990257+00:00", "kind": "homepage", "missing": false, "url": "https://raventechnologiesgroup.com/talon"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:07:21.199840+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7a3e483871ee50b6ae8fb79a30edd6b9ef3c4e9e8e376f01cde5c9f6bd1d226e", "fetched_at": "2026-08-28T04:05:57.841103+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ravendevteam/talon"}, {"content_hash": "4e80ef9a47831c08fd33d0c5d8880dc8c2a39e93c76a010575c3951a2a16d7d3", "fetched_at": "2026-08-29T10:46:55.990257+00:00", "kind": "homepage", "missing": false, "url": "https://raventechnologiesgroup.com/talon"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 94, "longevity": 41, "rhythm": 87}, "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": 584, "days_push": 38, "days_rel": 89, "gap_med": 4.5, "n_releases_24m": 17}, "score": 81, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}