{"adoption": {"forks": 228, "observed_at": "2026-08-28T04:03:52.365677+00:00", "stars": 1175}, "canonical_url": "https://ross.abutalabs.com/products/ghost_esp", "card": {"archived": true, "artifact_type": "application", "description": "Ghost ESP is a ESP32 Firmware that Revolutionizes the way we use ESP32 devices in a Pen Testing aspect", "domain": ["security", "penetration-testing", "hardware", "embedded-systems", "networking", "iot"], "enriched": true, "function": ["security", "networking", "http-server", "cli", "gui", "logging"], "health_score": 10, "homepage": "https://ghostesp.net/", "language": "C", "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["Spooks4576/Ghost_ESP"], "name": "Spooks4576/Ghost_ESP", "platform": ["embedded", "iot", "cross-platform", "browser"], "pushed_at": "2025-04-22T01:54:18+00:00", "repo": "Spooks4576/Ghost_ESP", "stars": 1175, "tags": ["esp32-firmware", "wifi-pentesting", "bluetooth-le", "nfc", "flipper-zero", "evil-portal", "packet-capture", "wardriving", "esp-idf", "wireless-security", "android"], "topics": ["esp32", "esp32-c3", "esp32-c6", "esp32-wroom", "esp32s2", "flipperzero", "wifi-dev-board"], "urls": [], "use_cases": ["pentest wifi networks with an esp32", "capture wpa handshakes and export hc22000 for cracking", "run an evil portal or karma attack", "scan and spoof ble devices and airtags", "read and emulate nfc cards with esp32", "wardrive and export to wigle", "flash esp32 firmware from the browser"], "what_it_is": "Ghost ESP is open-source ESP32 firmware (written in C on ESP-IDF) that turns 45+ ESP32 boards into a wireless security testing platform covering Wi-Fi, Bluetooth LE, NFC/IR, SubGHz, and BadUSB attacks. It is controlled via an on-device LVGL UI, a web interface, a serial CLI, a Flipper Zero app, and companion apps, and supports PCAP capture, evil portals, Karma attacks, BLE spoofing, and wardriving.", "when_to_avoid": ["you need a maintained project - the original GitHub repo is archived and declared dead by its author", "you only need simple Wi-Fi scanning without security testing features", "you require guaranteed legal compliance - many features (deauth, beacon spam, karma) are illegal to use on networks you don't own"], "when_to_choose": ["you want a broad wireless pentest toolkit on cheap ESP32 hardware with 45+ supported boards", "you need Wi-Fi, BLE, NFC, IR, and BadUSB features in one firmware", "you want ESP-IDF-native firmware with LVGL UI, WebUI, CLI, and Flipper Zero integration"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/ghost_esp", "repo": "Spooks4576/Ghost_ESP", "role": "main", "score": 10}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.365677+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:27:03.030687+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6eddf0f7db38558e2d510be34fae6ca2c7a70a96ec16bea2cce2bb95a44e3509", "fetched_at": "2026-08-28T04:03:52.365677+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Spooks4576/Ghost_ESP"}, {"content_hash": "273929399e825ea824cf218478a4eecd003684a01eb54467f97e30d28b6586e5", "fetched_at": "2026-08-29T12:33:15.186341+00:00", "kind": "homepage", "missing": false, "url": "https://ghostesp.net/"}, {"content_hash": "1864e00047743a3d41f4fabc9bebd1ce75b27f9c1f91c90f0bdcb3b5ee504ba3", "fetched_at": "2026-08-29T12:33:15.195715+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net"}, {"content_hash": "1c7100d6f90b37c5d579f7266aaae6402be0f479cb5820f2a83b310851f9d9bd", "fetched_at": "2026-08-29T12:33:15.199619+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/installation-guide"}, {"content_hash": "4eb66d98e97c64fa2bc13437de500520c15bb660332820ae20b3c34818a19f8a", "fetched_at": "2026-08-29T12:33:15.201270+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started"}, {"content_hash": "e962620c05d29017a29692bdfaa78e4e5d588c21a28291f17abe69c605ccfb43", "fetched_at": "2026-08-29T12:33:15.202998+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/supported-hardware"}, {"content_hash": "9892a3c1f3792d922d238730cb7d3d89458e1d6c67af931424576126da489892", "fetched_at": "2026-08-29T12:33:15.205146+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/webui-guide"}, {"content_hash": "6b14879e3df44589948c0698eab90a29d8e1502c295e1d95c8c86ccbd9e32d6b", "fetched_at": "2026-08-29T12:33:15.207229+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/command-line-reference"}, {"content_hash": "3b8447a275d92b19539340e850c1748c7b48cb8df1bdb2ed2cecdc48c9c7a58f", "fetched_at": "2026-08-29T12:33:15.210227+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/dual-communication"}, {"content_hash": "7ba38cc82cb9217cc9f9c30da7543d8a217964e7c09b99e3382f4f3aa39c29b7", "fetched_at": "2026-08-29T12:33:15.197779+00:00", "kind": "site_page", "missing": false, "url": "https://ghostesp.net/compare"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.365677+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:27:03.030687+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6eddf0f7db38558e2d510be34fae6ca2c7a70a96ec16bea2cce2bb95a44e3509", "fetched_at": "2026-08-28T04:03:52.365677+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Spooks4576/Ghost_ESP"}, {"content_hash": "273929399e825ea824cf218478a4eecd003684a01eb54467f97e30d28b6586e5", "fetched_at": "2026-08-29T12:33:15.186341+00:00", "kind": "homepage", "missing": false, "url": "https://ghostesp.net/"}, {"content_hash": "1864e00047743a3d41f4fabc9bebd1ce75b27f9c1f91c90f0bdcb3b5ee504ba3", "fetched_at": "2026-08-29T12:33:15.195715+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net"}, {"content_hash": "1c7100d6f90b37c5d579f7266aaae6402be0f479cb5820f2a83b310851f9d9bd", "fetched_at": "2026-08-29T12:33:15.199619+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/installation-guide"}, {"content_hash": "4eb66d98e97c64fa2bc13437de500520c15bb660332820ae20b3c34818a19f8a", "fetched_at": "2026-08-29T12:33:15.201270+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started"}, {"content_hash": "e962620c05d29017a29692bdfaa78e4e5d588c21a28291f17abe69c605ccfb43", "fetched_at": "2026-08-29T12:33:15.202998+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/supported-hardware"}, {"content_hash": "9892a3c1f3792d922d238730cb7d3d89458e1d6c67af931424576126da489892", "fetched_at": "2026-08-29T12:33:15.205146+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/webui-guide"}, {"content_hash": "6b14879e3df44589948c0698eab90a29d8e1502c295e1d95c8c86ccbd9e32d6b", "fetched_at": "2026-08-29T12:33:15.207229+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/command-line-reference"}, {"content_hash": "3b8447a275d92b19539340e850c1748c7b48cb8df1bdb2ed2cecdc48c9c7a58f", "fetched_at": "2026-08-29T12:33:15.210227+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/dual-communication"}, {"content_hash": "7ba38cc82cb9217cc9f9c30da7543d8a217964e7c09b99e3382f4f3aa39c29b7", "fetched_at": "2026-08-29T12:33:15.197779+00:00", "kind": "site_page", "missing": false, "url": "https://ghostesp.net/compare"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:27:03.030687+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6eddf0f7db38558e2d510be34fae6ca2c7a70a96ec16bea2cce2bb95a44e3509", "fetched_at": "2026-08-28T04:03:52.365677+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Spooks4576/Ghost_ESP"}, {"content_hash": "273929399e825ea824cf218478a4eecd003684a01eb54467f97e30d28b6586e5", "fetched_at": "2026-08-29T12:33:15.186341+00:00", "kind": "homepage", "missing": false, "url": "https://ghostesp.net/"}, {"content_hash": "1864e00047743a3d41f4fabc9bebd1ce75b27f9c1f91c90f0bdcb3b5ee504ba3", "fetched_at": "2026-08-29T12:33:15.195715+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net"}, {"content_hash": "1c7100d6f90b37c5d579f7266aaae6402be0f479cb5820f2a83b310851f9d9bd", "fetched_at": "2026-08-29T12:33:15.199619+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/installation-guide"}, {"content_hash": "4eb66d98e97c64fa2bc13437de500520c15bb660332820ae20b3c34818a19f8a", "fetched_at": "2026-08-29T12:33:15.201270+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started"}, {"content_hash": "e962620c05d29017a29692bdfaa78e4e5d588c21a28291f17abe69c605ccfb43", "fetched_at": "2026-08-29T12:33:15.202998+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/supported-hardware"}, {"content_hash": "9892a3c1f3792d922d238730cb7d3d89458e1d6c67af931424576126da489892", "fetched_at": "2026-08-29T12:33:15.205146+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/webui-guide"}, {"content_hash": "6b14879e3df44589948c0698eab90a29d8e1502c295e1d95c8c86ccbd9e32d6b", "fetched_at": "2026-08-29T12:33:15.207229+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/command-line-reference"}, {"content_hash": "3b8447a275d92b19539340e850c1748c7b48cb8df1bdb2ed2cecdc48c9c7a58f", "fetched_at": "2026-08-29T12:33:15.210227+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/dual-communication"}, {"content_hash": "7ba38cc82cb9217cc9f9c30da7543d8a217964e7c09b99e3382f4f3aa39c29b7", "fetched_at": "2026-08-29T12:33:15.197779+00:00", "kind": "site_page", "missing": false, "url": "https://ghostesp.net/compare"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.365677+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.365677+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.365677+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:27:03.030687+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6eddf0f7db38558e2d510be34fae6ca2c7a70a96ec16bea2cce2bb95a44e3509", "fetched_at": "2026-08-28T04:03:52.365677+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Spooks4576/Ghost_ESP"}, {"content_hash": "273929399e825ea824cf218478a4eecd003684a01eb54467f97e30d28b6586e5", "fetched_at": "2026-08-29T12:33:15.186341+00:00", "kind": "homepage", "missing": false, "url": "https://ghostesp.net/"}, {"content_hash": "1864e00047743a3d41f4fabc9bebd1ce75b27f9c1f91c90f0bdcb3b5ee504ba3", "fetched_at": "2026-08-29T12:33:15.195715+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net"}, {"content_hash": "1c7100d6f90b37c5d579f7266aaae6402be0f479cb5820f2a83b310851f9d9bd", "fetched_at": "2026-08-29T12:33:15.199619+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/installation-guide"}, {"content_hash": "4eb66d98e97c64fa2bc13437de500520c15bb660332820ae20b3c34818a19f8a", "fetched_at": "2026-08-29T12:33:15.201270+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started"}, {"content_hash": "e962620c05d29017a29692bdfaa78e4e5d588c21a28291f17abe69c605ccfb43", "fetched_at": "2026-08-29T12:33:15.202998+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/supported-hardware"}, {"content_hash": "9892a3c1f3792d922d238730cb7d3d89458e1d6c67af931424576126da489892", "fetched_at": "2026-08-29T12:33:15.205146+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/webui-guide"}, {"content_hash": "6b14879e3df44589948c0698eab90a29d8e1502c295e1d95c8c86ccbd9e32d6b", "fetched_at": "2026-08-29T12:33:15.207229+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/command-line-reference"}, {"content_hash": "3b8447a275d92b19539340e850c1748c7b48cb8df1bdb2ed2cecdc48c9c7a58f", "fetched_at": "2026-08-29T12:33:15.210227+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/dual-communication"}, {"content_hash": "7ba38cc82cb9217cc9f9c30da7543d8a217964e7c09b99e3382f4f3aa39c29b7", "fetched_at": "2026-08-29T12:33:15.197779+00:00", "kind": "site_page", "missing": false, "url": "https://ghostesp.net/compare"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.365677+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.365677+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:27:03.030687+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6eddf0f7db38558e2d510be34fae6ca2c7a70a96ec16bea2cce2bb95a44e3509", "fetched_at": "2026-08-28T04:03:52.365677+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Spooks4576/Ghost_ESP"}, {"content_hash": "273929399e825ea824cf218478a4eecd003684a01eb54467f97e30d28b6586e5", "fetched_at": "2026-08-29T12:33:15.186341+00:00", "kind": "homepage", "missing": false, "url": "https://ghostesp.net/"}, {"content_hash": "1864e00047743a3d41f4fabc9bebd1ce75b27f9c1f91c90f0bdcb3b5ee504ba3", "fetched_at": "2026-08-29T12:33:15.195715+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net"}, {"content_hash": "1c7100d6f90b37c5d579f7266aaae6402be0f479cb5820f2a83b310851f9d9bd", "fetched_at": "2026-08-29T12:33:15.199619+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/installation-guide"}, {"content_hash": "4eb66d98e97c64fa2bc13437de500520c15bb660332820ae20b3c34818a19f8a", "fetched_at": "2026-08-29T12:33:15.201270+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started"}, {"content_hash": "e962620c05d29017a29692bdfaa78e4e5d588c21a28291f17abe69c605ccfb43", "fetched_at": "2026-08-29T12:33:15.202998+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/supported-hardware"}, {"content_hash": "9892a3c1f3792d922d238730cb7d3d89458e1d6c67af931424576126da489892", "fetched_at": "2026-08-29T12:33:15.205146+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/webui-guide"}, {"content_hash": "6b14879e3df44589948c0698eab90a29d8e1502c295e1d95c8c86ccbd9e32d6b", "fetched_at": "2026-08-29T12:33:15.207229+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/command-line-reference"}, {"content_hash": "3b8447a275d92b19539340e850c1748c7b48cb8df1bdb2ed2cecdc48c9c7a58f", "fetched_at": "2026-08-29T12:33:15.210227+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/dual-communication"}, {"content_hash": "7ba38cc82cb9217cc9f9c30da7543d8a217964e7c09b99e3382f4f3aa39c29b7", "fetched_at": "2026-08-29T12:33:15.197779+00:00", "kind": "site_page", "missing": false, "url": "https://ghostesp.net/compare"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.365677+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.365677+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.365677+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:27:03.030687+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6eddf0f7db38558e2d510be34fae6ca2c7a70a96ec16bea2cce2bb95a44e3509", "fetched_at": "2026-08-28T04:03:52.365677+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Spooks4576/Ghost_ESP"}, {"content_hash": "273929399e825ea824cf218478a4eecd003684a01eb54467f97e30d28b6586e5", "fetched_at": "2026-08-29T12:33:15.186341+00:00", "kind": "homepage", "missing": false, "url": "https://ghostesp.net/"}, {"content_hash": "1864e00047743a3d41f4fabc9bebd1ce75b27f9c1f91c90f0bdcb3b5ee504ba3", "fetched_at": "2026-08-29T12:33:15.195715+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net"}, {"content_hash": "1c7100d6f90b37c5d579f7266aaae6402be0f479cb5820f2a83b310851f9d9bd", "fetched_at": "2026-08-29T12:33:15.199619+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/installation-guide"}, {"content_hash": "4eb66d98e97c64fa2bc13437de500520c15bb660332820ae20b3c34818a19f8a", "fetched_at": "2026-08-29T12:33:15.201270+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started"}, {"content_hash": "e962620c05d29017a29692bdfaa78e4e5d588c21a28291f17abe69c605ccfb43", "fetched_at": "2026-08-29T12:33:15.202998+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/supported-hardware"}, {"content_hash": "9892a3c1f3792d922d238730cb7d3d89458e1d6c67af931424576126da489892", "fetched_at": "2026-08-29T12:33:15.205146+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/webui-guide"}, {"content_hash": "6b14879e3df44589948c0698eab90a29d8e1502c295e1d95c8c86ccbd9e32d6b", "fetched_at": "2026-08-29T12:33:15.207229+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/command-line-reference"}, {"content_hash": "3b8447a275d92b19539340e850c1748c7b48cb8df1bdb2ed2cecdc48c9c7a58f", "fetched_at": "2026-08-29T12:33:15.210227+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/dual-communication"}, {"content_hash": "7ba38cc82cb9217cc9f9c30da7543d8a217964e7c09b99e3382f4f3aa39c29b7", "fetched_at": "2026-08-29T12:33:15.197779+00:00", "kind": "site_page", "missing": false, "url": "https://ghostesp.net/compare"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.365677+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.365677+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:27:03.030687+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6eddf0f7db38558e2d510be34fae6ca2c7a70a96ec16bea2cce2bb95a44e3509", "fetched_at": "2026-08-28T04:03:52.365677+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Spooks4576/Ghost_ESP"}, {"content_hash": "273929399e825ea824cf218478a4eecd003684a01eb54467f97e30d28b6586e5", "fetched_at": "2026-08-29T12:33:15.186341+00:00", "kind": "homepage", "missing": false, "url": "https://ghostesp.net/"}, {"content_hash": "1864e00047743a3d41f4fabc9bebd1ce75b27f9c1f91c90f0bdcb3b5ee504ba3", "fetched_at": "2026-08-29T12:33:15.195715+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net"}, {"content_hash": "1c7100d6f90b37c5d579f7266aaae6402be0f479cb5820f2a83b310851f9d9bd", "fetched_at": "2026-08-29T12:33:15.199619+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/installation-guide"}, {"content_hash": "4eb66d98e97c64fa2bc13437de500520c15bb660332820ae20b3c34818a19f8a", "fetched_at": "2026-08-29T12:33:15.201270+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started"}, {"content_hash": "e962620c05d29017a29692bdfaa78e4e5d588c21a28291f17abe69c605ccfb43", "fetched_at": "2026-08-29T12:33:15.202998+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/supported-hardware"}, {"content_hash": "9892a3c1f3792d922d238730cb7d3d89458e1d6c67af931424576126da489892", "fetched_at": "2026-08-29T12:33:15.205146+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/webui-guide"}, {"content_hash": "6b14879e3df44589948c0698eab90a29d8e1502c295e1d95c8c86ccbd9e32d6b", "fetched_at": "2026-08-29T12:33:15.207229+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/command-line-reference"}, {"content_hash": "3b8447a275d92b19539340e850c1748c7b48cb8df1bdb2ed2cecdc48c9c7a58f", "fetched_at": "2026-08-29T12:33:15.210227+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/dual-communication"}, {"content_hash": "7ba38cc82cb9217cc9f9c30da7543d8a217964e7c09b99e3382f4f3aa39c29b7", "fetched_at": "2026-08-29T12:33:15.197779+00:00", "kind": "site_page", "missing": false, "url": "https://ghostesp.net/compare"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:27:03.030687+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6eddf0f7db38558e2d510be34fae6ca2c7a70a96ec16bea2cce2bb95a44e3509", "fetched_at": "2026-08-28T04:03:52.365677+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Spooks4576/Ghost_ESP"}, {"content_hash": "273929399e825ea824cf218478a4eecd003684a01eb54467f97e30d28b6586e5", "fetched_at": "2026-08-29T12:33:15.186341+00:00", "kind": "homepage", "missing": false, "url": "https://ghostesp.net/"}, {"content_hash": "1864e00047743a3d41f4fabc9bebd1ce75b27f9c1f91c90f0bdcb3b5ee504ba3", "fetched_at": "2026-08-29T12:33:15.195715+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net"}, {"content_hash": "1c7100d6f90b37c5d579f7266aaae6402be0f479cb5820f2a83b310851f9d9bd", "fetched_at": "2026-08-29T12:33:15.199619+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/installation-guide"}, {"content_hash": "4eb66d98e97c64fa2bc13437de500520c15bb660332820ae20b3c34818a19f8a", "fetched_at": "2026-08-29T12:33:15.201270+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started"}, {"content_hash": "e962620c05d29017a29692bdfaa78e4e5d588c21a28291f17abe69c605ccfb43", "fetched_at": "2026-08-29T12:33:15.202998+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/supported-hardware"}, {"content_hash": "9892a3c1f3792d922d238730cb7d3d89458e1d6c67af931424576126da489892", "fetched_at": "2026-08-29T12:33:15.205146+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/webui-guide"}, {"content_hash": "6b14879e3df44589948c0698eab90a29d8e1502c295e1d95c8c86ccbd9e32d6b", "fetched_at": "2026-08-29T12:33:15.207229+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/command-line-reference"}, {"content_hash": "3b8447a275d92b19539340e850c1748c7b48cb8df1bdb2ed2cecdc48c9c7a58f", "fetched_at": "2026-08-29T12:33:15.210227+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/dual-communication"}, {"content_hash": "7ba38cc82cb9217cc9f9c30da7543d8a217964e7c09b99e3382f4f3aa39c29b7", "fetched_at": "2026-08-29T12:33:15.197779+00:00", "kind": "site_page", "missing": false, "url": "https://ghostesp.net/compare"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:27:03.030687+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6eddf0f7db38558e2d510be34fae6ca2c7a70a96ec16bea2cce2bb95a44e3509", "fetched_at": "2026-08-28T04:03:52.365677+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Spooks4576/Ghost_ESP"}, {"content_hash": "273929399e825ea824cf218478a4eecd003684a01eb54467f97e30d28b6586e5", "fetched_at": "2026-08-29T12:33:15.186341+00:00", "kind": "homepage", "missing": false, "url": "https://ghostesp.net/"}, {"content_hash": "1864e00047743a3d41f4fabc9bebd1ce75b27f9c1f91c90f0bdcb3b5ee504ba3", "fetched_at": "2026-08-29T12:33:15.195715+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net"}, {"content_hash": "1c7100d6f90b37c5d579f7266aaae6402be0f479cb5820f2a83b310851f9d9bd", "fetched_at": "2026-08-29T12:33:15.199619+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/installation-guide"}, {"content_hash": "4eb66d98e97c64fa2bc13437de500520c15bb660332820ae20b3c34818a19f8a", "fetched_at": "2026-08-29T12:33:15.201270+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started"}, {"content_hash": "e962620c05d29017a29692bdfaa78e4e5d588c21a28291f17abe69c605ccfb43", "fetched_at": "2026-08-29T12:33:15.202998+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/supported-hardware"}, {"content_hash": "9892a3c1f3792d922d238730cb7d3d89458e1d6c67af931424576126da489892", "fetched_at": "2026-08-29T12:33:15.205146+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/webui-guide"}, {"content_hash": "6b14879e3df44589948c0698eab90a29d8e1502c295e1d95c8c86ccbd9e32d6b", "fetched_at": "2026-08-29T12:33:15.207229+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/command-line-reference"}, {"content_hash": "3b8447a275d92b19539340e850c1748c7b48cb8df1bdb2ed2cecdc48c9c7a58f", "fetched_at": "2026-08-29T12:33:15.210227+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/dual-communication"}, {"content_hash": "7ba38cc82cb9217cc9f9c30da7543d8a217964e7c09b99e3382f4f3aa39c29b7", "fetched_at": "2026-08-29T12:33:15.197779+00:00", "kind": "site_page", "missing": false, "url": "https://ghostesp.net/compare"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:27:03.030687+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6eddf0f7db38558e2d510be34fae6ca2c7a70a96ec16bea2cce2bb95a44e3509", "fetched_at": "2026-08-28T04:03:52.365677+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Spooks4576/Ghost_ESP"}, {"content_hash": "273929399e825ea824cf218478a4eecd003684a01eb54467f97e30d28b6586e5", "fetched_at": "2026-08-29T12:33:15.186341+00:00", "kind": "homepage", "missing": false, "url": "https://ghostesp.net/"}, {"content_hash": "1864e00047743a3d41f4fabc9bebd1ce75b27f9c1f91c90f0bdcb3b5ee504ba3", "fetched_at": "2026-08-29T12:33:15.195715+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net"}, {"content_hash": "1c7100d6f90b37c5d579f7266aaae6402be0f479cb5820f2a83b310851f9d9bd", "fetched_at": "2026-08-29T12:33:15.199619+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/installation-guide"}, {"content_hash": "4eb66d98e97c64fa2bc13437de500520c15bb660332820ae20b3c34818a19f8a", "fetched_at": "2026-08-29T12:33:15.201270+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started"}, {"content_hash": "e962620c05d29017a29692bdfaa78e4e5d588c21a28291f17abe69c605ccfb43", "fetched_at": "2026-08-29T12:33:15.202998+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/supported-hardware"}, {"content_hash": "9892a3c1f3792d922d238730cb7d3d89458e1d6c67af931424576126da489892", "fetched_at": "2026-08-29T12:33:15.205146+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/webui-guide"}, {"content_hash": "6b14879e3df44589948c0698eab90a29d8e1502c295e1d95c8c86ccbd9e32d6b", "fetched_at": "2026-08-29T12:33:15.207229+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/command-line-reference"}, {"content_hash": "3b8447a275d92b19539340e850c1748c7b48cb8df1bdb2ed2cecdc48c9c7a58f", "fetched_at": "2026-08-29T12:33:15.210227+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ghostesp.net/latest/getting-started/dual-communication"}, {"content_hash": "7ba38cc82cb9217cc9f9c30da7543d8a217964e7c09b99e3382f4f3aa39c29b7", "fetched_at": "2026-08-29T12:33:15.197779+00:00", "kind": "site_page", "missing": false, "url": "https://ghostesp.net/compare"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 17, "longevity": 64, "rhythm": 40}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["archived"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 901, "days_push": 499, "days_rel": 520, "gap_med": 5, "n_releases_24m": 16}, "score": 10, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}