{"adoption": {"forks": 175, "observed_at": "2026-08-28T04:04:20.955289+00:00", "stars": 1317}, "canonical_url": "https://ross.abutalabs.com/products/dwarf", "card": {"archived": false, "artifact_type": "application", "description": "Full featured multi arch/os debugger built on top of PyQt5 and frida", "domain": ["reverse-engineering", "security", "mobile-development", "developer-tools"], "enriched": true, "function": ["reverse-engineering", "security", "developer-tools", "gui", "cli"], "health_score": 20, "homepage": null, "language": "Python", "license": "GPL-3.0", "license_family": "copyleft", "maturity": "active", "member_repos": ["iGio90/Dwarf"], "name": "iGio90/Dwarf", "platform": ["windows", "python", "cross-platform"], "pushed_at": "2024-05-16T07:32:52+00:00", "repo": "iGio90/Dwarf", "stars": 1317, "tags": ["debugger", "frida", "pyqt5", "dynamic-analysis", "android-debugging", "ios-debugging", "unicorn", "capstone", "keystone", "tracing", "linux", "macos", "android", "ios"], "topics": ["frida", "pyqt5", "reverse-engineering", "cracking", "unicorn-emulator", "capstone-engine", "keystone-engine", "android", "ios", "windows", "linux"], "urls": [], "use_cases": ["debug android apps dynamically", "attach a debugger to an ios process", "reverse engineer a native binary on linux", "trace java method calls in an android app", "trace native function calls with register values", "write frida scripts with autocomplete and inline docs", "inject scripts into a running android app", "debug local binaries like a gui ollydbg alternative"], "what_it_is": "Dwarf is a full-featured multi-architecture, multi-OS debugger built on PyQt5 and Frida, aimed at reverse engineers, security analysts, and crackers. It provides a GUI for attaching to local, Android, and iOS processes, plus scripting and tracing tools built on the Frida engine.", "when_to_avoid": ["you need a lightweight headless debugger for CI pipelines", "you only need static reverse engineering without dynamic instrumentation", "you require a fully stable tool - the project notes known UI issues and a 2.0 rewrite in progress"], "when_to_choose": ["you need a GUI debugger for Android or iOS dynamic analysis", "you want Frida-powered debugging without writing all scripts from scratch", "you need cross-platform local process debugging with a modern UI", "you want to trace Java or native calls with register context"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/dwarf", "repo": "iGio90/Dwarf", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.955289+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:48:12.722694+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "736bf721c717d42d20f78feea76b63d1488e48b130d6abfe066465d2d07ae4a8", "fetched_at": "2026-08-28T04:04:20.955289+00:00", "kind": "readme", "missing": false, "url": "https://github.com/iGio90/Dwarf"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.955289+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:48:12.722694+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "736bf721c717d42d20f78feea76b63d1488e48b130d6abfe066465d2d07ae4a8", "fetched_at": "2026-08-28T04:04:20.955289+00:00", "kind": "readme", "missing": false, "url": "https://github.com/iGio90/Dwarf"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:48:12.722694+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "736bf721c717d42d20f78feea76b63d1488e48b130d6abfe066465d2d07ae4a8", "fetched_at": "2026-08-28T04:04:20.955289+00:00", "kind": "readme", "missing": false, "url": "https://github.com/iGio90/Dwarf"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.955289+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.955289+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.955289+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:48:12.722694+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "736bf721c717d42d20f78feea76b63d1488e48b130d6abfe066465d2d07ae4a8", "fetched_at": "2026-08-28T04:04:20.955289+00:00", "kind": "readme", "missing": false, "url": "https://github.com/iGio90/Dwarf"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.955289+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.955289+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:48:12.722694+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "736bf721c717d42d20f78feea76b63d1488e48b130d6abfe066465d2d07ae4a8", "fetched_at": "2026-08-28T04:04:20.955289+00:00", "kind": "readme", "missing": false, "url": "https://github.com/iGio90/Dwarf"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.955289+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.955289+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.955289+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:48:12.722694+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "736bf721c717d42d20f78feea76b63d1488e48b130d6abfe066465d2d07ae4a8", "fetched_at": "2026-08-28T04:04:20.955289+00:00", "kind": "readme", "missing": false, "url": "https://github.com/iGio90/Dwarf"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.955289+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:20.955289+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:48:12.722694+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "736bf721c717d42d20f78feea76b63d1488e48b130d6abfe066465d2d07ae4a8", "fetched_at": "2026-08-28T04:04:20.955289+00:00", "kind": "readme", "missing": false, "url": "https://github.com/iGio90/Dwarf"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:48:12.722694+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "736bf721c717d42d20f78feea76b63d1488e48b130d6abfe066465d2d07ae4a8", "fetched_at": "2026-08-28T04:04:20.955289+00:00", "kind": "readme", "missing": false, "url": "https://github.com/iGio90/Dwarf"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:48:12.722694+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "736bf721c717d42d20f78feea76b63d1488e48b130d6abfe066465d2d07ae4a8", "fetched_at": "2026-08-28T04:04:20.955289+00:00", "kind": "readme", "missing": false, "url": "https://github.com/iGio90/Dwarf"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:48:12.722694+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "736bf721c717d42d20f78feea76b63d1488e48b130d6abfe066465d2d07ae4a8", "fetched_at": "2026-08-28T04:04:20.955289+00:00", "kind": "readme", "missing": false, "url": "https://github.com/iGio90/Dwarf"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2815, "days_push": 839, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 32, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}