{"adoption": {"forks": 163, "observed_at": "2026-08-28T04:03:49.884839+00:00", "stars": 1164}, "canonical_url": "https://ross.abutalabs.com/products/sniffle", "card": {"archived": false, "artifact_type": "cli-tool", "description": "A sniffer for Bluetooth 5 and 4.x LE", "domain": ["security", "hardware", "reverse-engineering", "iot"], "enriched": true, "function": ["security", "developer-tools", "reverse-engineering"], "health_score": 60, "homepage": "https://www.nccgroup.com/research-blog/sniffle-a-sniffer-for-bluetooth-5/", "language": "Python", "license": "GPL-3.0", "license_family": "copyleft", "maturity": "active", "member_repos": ["nccgroup/Sniffle"], "name": "nccgroup/Sniffle", "platform": ["cross-platform", "python", "cli"], "pushed_at": "2025-09-25T01:32:09+00:00", "repo": "nccgroup/Sniffle", "stars": 1164, "tags": ["bluetooth", "ble", "sniffer", "bluetooth-5", "cc1352", "cc26x2", "pcap", "wireshark", "packet-capture", "wireless"], "topics": ["ble", "bluetooth", "sniffer"], "urls": [], "use_cases": ["sniff bluetooth low energy packets", "capture BLE advertisements from a specific device", "reverse engineer BLE device communication", "debug bluetooth 5 connections", "capture BLE traffic to pcap for wireshark analysis", "monitor BLE connection establishment reliably", "analyze bluetooth 5 extended advertising"], "what_it_is": "Sniffle is an open-source sniffer for Bluetooth 5 and 4.x LE that runs on TI CC1352/CC26x2 hardware with a Python host-side tool. It captures BLE advertisements and connections, exports PCAP files, and includes a Wireshark plugin for analysis.", "when_to_avoid": ["you need to sniff Bluetooth Classic (BR/EDR) traffic", "you don't have compatible TI CC1352/CC26x2 hardware", "you need a turnkey commercial sniffer with GUI support"], "when_to_choose": ["you need to sniff Bluetooth 5 or 4.x LE traffic with affordable TI Launchpad hardware", "you want reliable connection detection via all three advertising channels", "you need PCAP export and Wireshark integration for BLE analysis", "you want an extensible Python-based BLE sniffer"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/sniffle", "repo": "nccgroup/Sniffle", "role": "main", "score": 42}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:49.884839+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:31:30.484651+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "263c7560b9ab54a444e632132fc5201e5679d2e44a6359f1817cc37cbc54e149", "fetched_at": "2026-08-28T04:03:49.884839+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nccgroup/Sniffle"}, {"content_hash": "bfc4dd17c0df71c05f2e9445a1d14f84e18daf600cd29dc9f38c3a5827a855c2", "fetched_at": "2026-08-29T12:35:38.596878+00:00", "kind": "homepage", "missing": false, "url": "https://www.nccgroup.com/research-blog/sniffle-a-sniffer-for-bluetooth-5/"}, {"content_hash": "ee33ed709122f4245e33a21b7be07dfa17f60af3dabded339c25b00b5d24c8ea", "fetched_at": "2026-08-29T12:35:38.606130+00:00", "kind": "site_page", "missing": false, "url": "https://www.nccgroup.com/about-us"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:49.884839+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:31:30.484651+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "263c7560b9ab54a444e632132fc5201e5679d2e44a6359f1817cc37cbc54e149", "fetched_at": "2026-08-28T04:03:49.884839+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nccgroup/Sniffle"}, {"content_hash": "bfc4dd17c0df71c05f2e9445a1d14f84e18daf600cd29dc9f38c3a5827a855c2", "fetched_at": "2026-08-29T12:35:38.596878+00:00", "kind": "homepage", "missing": false, "url": "https://www.nccgroup.com/research-blog/sniffle-a-sniffer-for-bluetooth-5/"}, {"content_hash": "ee33ed709122f4245e33a21b7be07dfa17f60af3dabded339c25b00b5d24c8ea", "fetched_at": "2026-08-29T12:35:38.606130+00:00", "kind": "site_page", "missing": false, "url": "https://www.nccgroup.com/about-us"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:31:30.484651+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "263c7560b9ab54a444e632132fc5201e5679d2e44a6359f1817cc37cbc54e149", "fetched_at": "2026-08-28T04:03:49.884839+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nccgroup/Sniffle"}, {"content_hash": "bfc4dd17c0df71c05f2e9445a1d14f84e18daf600cd29dc9f38c3a5827a855c2", "fetched_at": "2026-08-29T12:35:38.596878+00:00", "kind": "homepage", "missing": false, "url": "https://www.nccgroup.com/research-blog/sniffle-a-sniffer-for-bluetooth-5/"}, {"content_hash": "ee33ed709122f4245e33a21b7be07dfa17f60af3dabded339c25b00b5d24c8ea", "fetched_at": "2026-08-29T12:35:38.606130+00:00", "kind": "site_page", "missing": false, "url": "https://www.nccgroup.com/about-us"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:49.884839+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:49.884839+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:49.884839+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:31:30.484651+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "263c7560b9ab54a444e632132fc5201e5679d2e44a6359f1817cc37cbc54e149", "fetched_at": "2026-08-28T04:03:49.884839+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nccgroup/Sniffle"}, {"content_hash": "bfc4dd17c0df71c05f2e9445a1d14f84e18daf600cd29dc9f38c3a5827a855c2", "fetched_at": "2026-08-29T12:35:38.596878+00:00", "kind": "homepage", "missing": false, "url": "https://www.nccgroup.com/research-blog/sniffle-a-sniffer-for-bluetooth-5/"}, {"content_hash": "ee33ed709122f4245e33a21b7be07dfa17f60af3dabded339c25b00b5d24c8ea", "fetched_at": "2026-08-29T12:35:38.606130+00:00", "kind": "site_page", "missing": false, "url": "https://www.nccgroup.com/about-us"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:49.884839+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:49.884839+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:31:30.484651+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "263c7560b9ab54a444e632132fc5201e5679d2e44a6359f1817cc37cbc54e149", "fetched_at": "2026-08-28T04:03:49.884839+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nccgroup/Sniffle"}, {"content_hash": "bfc4dd17c0df71c05f2e9445a1d14f84e18daf600cd29dc9f38c3a5827a855c2", "fetched_at": "2026-08-29T12:35:38.596878+00:00", "kind": "homepage", "missing": false, "url": "https://www.nccgroup.com/research-blog/sniffle-a-sniffer-for-bluetooth-5/"}, {"content_hash": "ee33ed709122f4245e33a21b7be07dfa17f60af3dabded339c25b00b5d24c8ea", "fetched_at": "2026-08-29T12:35:38.606130+00:00", "kind": "site_page", "missing": false, "url": "https://www.nccgroup.com/about-us"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:49.884839+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:49.884839+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:49.884839+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:31:30.484651+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "263c7560b9ab54a444e632132fc5201e5679d2e44a6359f1817cc37cbc54e149", "fetched_at": "2026-08-28T04:03:49.884839+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nccgroup/Sniffle"}, {"content_hash": "bfc4dd17c0df71c05f2e9445a1d14f84e18daf600cd29dc9f38c3a5827a855c2", "fetched_at": "2026-08-29T12:35:38.596878+00:00", "kind": "homepage", "missing": false, "url": "https://www.nccgroup.com/research-blog/sniffle-a-sniffer-for-bluetooth-5/"}, {"content_hash": "ee33ed709122f4245e33a21b7be07dfa17f60af3dabded339c25b00b5d24c8ea", "fetched_at": "2026-08-29T12:35:38.606130+00:00", "kind": "site_page", "missing": false, "url": "https://www.nccgroup.com/about-us"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:49.884839+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:49.884839+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:31:30.484651+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "263c7560b9ab54a444e632132fc5201e5679d2e44a6359f1817cc37cbc54e149", "fetched_at": "2026-08-28T04:03:49.884839+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nccgroup/Sniffle"}, {"content_hash": "bfc4dd17c0df71c05f2e9445a1d14f84e18daf600cd29dc9f38c3a5827a855c2", "fetched_at": "2026-08-29T12:35:38.596878+00:00", "kind": "homepage", "missing": false, "url": "https://www.nccgroup.com/research-blog/sniffle-a-sniffer-for-bluetooth-5/"}, {"content_hash": "ee33ed709122f4245e33a21b7be07dfa17f60af3dabded339c25b00b5d24c8ea", "fetched_at": "2026-08-29T12:35:38.606130+00:00", "kind": "site_page", "missing": false, "url": "https://www.nccgroup.com/about-us"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:31:30.484651+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "263c7560b9ab54a444e632132fc5201e5679d2e44a6359f1817cc37cbc54e149", "fetched_at": "2026-08-28T04:03:49.884839+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nccgroup/Sniffle"}, {"content_hash": "bfc4dd17c0df71c05f2e9445a1d14f84e18daf600cd29dc9f38c3a5827a855c2", "fetched_at": "2026-08-29T12:35:38.596878+00:00", "kind": "homepage", "missing": false, "url": "https://www.nccgroup.com/research-blog/sniffle-a-sniffer-for-bluetooth-5/"}, {"content_hash": "ee33ed709122f4245e33a21b7be07dfa17f60af3dabded339c25b00b5d24c8ea", "fetched_at": "2026-08-29T12:35:38.606130+00:00", "kind": "site_page", "missing": false, "url": "https://www.nccgroup.com/about-us"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:31:30.484651+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "263c7560b9ab54a444e632132fc5201e5679d2e44a6359f1817cc37cbc54e149", "fetched_at": "2026-08-28T04:03:49.884839+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nccgroup/Sniffle"}, {"content_hash": "bfc4dd17c0df71c05f2e9445a1d14f84e18daf600cd29dc9f38c3a5827a855c2", "fetched_at": "2026-08-29T12:35:38.596878+00:00", "kind": "homepage", "missing": false, "url": "https://www.nccgroup.com/research-blog/sniffle-a-sniffer-for-bluetooth-5/"}, {"content_hash": "ee33ed709122f4245e33a21b7be07dfa17f60af3dabded339c25b00b5d24c8ea", "fetched_at": "2026-08-29T12:35:38.606130+00:00", "kind": "site_page", "missing": false, "url": "https://www.nccgroup.com/about-us"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:31:30.484651+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "263c7560b9ab54a444e632132fc5201e5679d2e44a6359f1817cc37cbc54e149", "fetched_at": "2026-08-28T04:03:49.884839+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nccgroup/Sniffle"}, {"content_hash": "bfc4dd17c0df71c05f2e9445a1d14f84e18daf600cd29dc9f38c3a5827a855c2", "fetched_at": "2026-08-29T12:35:38.596878+00:00", "kind": "homepage", "missing": false, "url": "https://www.nccgroup.com/research-blog/sniffle-a-sniffer-for-bluetooth-5/"}, {"content_hash": "ee33ed709122f4245e33a21b7be07dfa17f60af3dabded339c25b00b5d24c8ea", "fetched_at": "2026-08-29T12:35:38.606130+00:00", "kind": "site_page", "missing": false, "url": "https://www.nccgroup.com/about-us"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 43, "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": 2573, "days_push": 343, "days_rel": 417, "gap_med": null, "n_releases_24m": 1}, "score": 42, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}