{"adoption": {"forks": 60, "observed_at": "2026-08-28T04:03:45.821658+00:00", "stars": 1146}, "canonical_url": "https://ross.abutalabs.com/products/skiptracer", "card": {"archived": false, "artifact_type": "framework", "description": "OSINT python webscaping framework", "domain": ["osint", "security", "crawlers"], "enriched": true, "function": ["osint", "web-scraping", "security"], "health_score": 20, "homepage": null, "language": "Python", "license": "Apache-2.0", "license_family": "permissive", "maturity": "abandoned", "member_repos": ["xillwillx/skiptracer"], "name": "xillwillx/skiptracer", "platform": ["python", "cli"], "pushed_at": "2022-12-08T11:00:49+00:00", "repo": "xillwillx/skiptracer", "stars": 1146, "tags": ["osint-framework", "reconnaissance", "phone-number-lookup", "email-lookup", "username-enumeration", "linux"], "topics": [], "urls": [], "use_cases": ["find information associated with a phone number", "look up email addresses linked to a person", "enumerate usernames across services for OSINT", "passive reconnaissance during a pentest", "scrape public lookup sites from the command line"], "what_it_is": "Skiptracer is a Python-based OSINT web scraping framework that aggregates paid and free lookup services to enumerate target information such as phone numbers, emails, and usernames. It provides a menu-driven CLI for passive reconnaissance.", "when_to_avoid": ["you need maintained software with active support - the project moved to GitLab and is no longer supported here", "you need Python 3 compatibility - the migration is incomplete", "you need guaranteed accuracy from paid lookup services"], "when_to_choose": ["you need a free, scriptable OSINT scraping tool for passive recon", "you want a menu-driven CLI to query multiple lookup sources at once"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/skiptracer", "repo": "xillwillx/skiptracer", "role": "main", "score": 23}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.821658+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:34:13.592000+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a3dca7ffc9d1218669535312942522e3605018ebc9e40d0a935fa5ec98bd1ebe", "fetched_at": "2026-08-28T04:03:45.821658+00:00", "kind": "readme", "missing": false, "url": "https://github.com/xillwillx/skiptracer"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.821658+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:34:13.592000+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a3dca7ffc9d1218669535312942522e3605018ebc9e40d0a935fa5ec98bd1ebe", "fetched_at": "2026-08-28T04:03:45.821658+00:00", "kind": "readme", "missing": false, "url": "https://github.com/xillwillx/skiptracer"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:34:13.592000+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a3dca7ffc9d1218669535312942522e3605018ebc9e40d0a935fa5ec98bd1ebe", "fetched_at": "2026-08-28T04:03:45.821658+00:00", "kind": "readme", "missing": false, "url": "https://github.com/xillwillx/skiptracer"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.821658+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.821658+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.821658+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:34:13.592000+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a3dca7ffc9d1218669535312942522e3605018ebc9e40d0a935fa5ec98bd1ebe", "fetched_at": "2026-08-28T04:03:45.821658+00:00", "kind": "readme", "missing": false, "url": "https://github.com/xillwillx/skiptracer"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.821658+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.821658+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:34:13.592000+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a3dca7ffc9d1218669535312942522e3605018ebc9e40d0a935fa5ec98bd1ebe", "fetched_at": "2026-08-28T04:03:45.821658+00:00", "kind": "readme", "missing": false, "url": "https://github.com/xillwillx/skiptracer"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.821658+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.821658+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.821658+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:34:13.592000+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a3dca7ffc9d1218669535312942522e3605018ebc9e40d0a935fa5ec98bd1ebe", "fetched_at": "2026-08-28T04:03:45.821658+00:00", "kind": "readme", "missing": false, "url": "https://github.com/xillwillx/skiptracer"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.821658+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.821658+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:34:13.592000+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a3dca7ffc9d1218669535312942522e3605018ebc9e40d0a935fa5ec98bd1ebe", "fetched_at": "2026-08-28T04:03:45.821658+00:00", "kind": "readme", "missing": false, "url": "https://github.com/xillwillx/skiptracer"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:34:13.592000+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a3dca7ffc9d1218669535312942522e3605018ebc9e40d0a935fa5ec98bd1ebe", "fetched_at": "2026-08-28T04:03:45.821658+00:00", "kind": "readme", "missing": false, "url": "https://github.com/xillwillx/skiptracer"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:34:13.592000+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a3dca7ffc9d1218669535312942522e3605018ebc9e40d0a935fa5ec98bd1ebe", "fetched_at": "2026-08-28T04:03:45.821658+00:00", "kind": "readme", "missing": false, "url": "https://github.com/xillwillx/skiptracer"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:34:13.592000+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a3dca7ffc9d1218669535312942522e3605018ebc9e40d0a935fa5ec98bd1ebe", "fetched_at": "2026-08-28T04:03:45.821658+00:00", "kind": "readme", "missing": false, "url": "https://github.com/xillwillx/skiptracer"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "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": 3030, "days_push": 1364, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 23, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}