{"adoption": {"forks": 423, "observed_at": "2026-08-28T04:09:41.880680+00:00", "stars": 6345}, "canonical_url": "https://ross.abutalabs.com/products/voltron", "card": {"archived": false, "artifact_type": "cli-tool", "description": "A hacky debugger UI for hackers", "domain": ["security", "reverse-engineering", "developer-tools"], "enriched": true, "function": ["developer-tools", "terminal-ui", "plugin-system"], "health_score": 33, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["snare/voltron"], "name": "snare/voltron", "platform": ["windows", "python", "cli"], "pushed_at": "2025-01-30T00:28:08+00:00", "repo": "snare/voltron", "stars": 6345, "tags": ["debugger", "gdb", "lldb", "windbg", "vdb", "reverse-engineering", "tty-views", "extensible", "command-line", "macos", "linux"], "topics": ["voltron", "debugger", "python", "lldb", "windbg", "gdb", "vtrace"], "urls": [], "use_cases": ["show registers and disassembly in separate terminal windows while debugging with gdb", "build a custom multi-pane debugger UI for lldb", "view stack and memory alongside a CLI debugger", "extend windbg with extra views", "split debugger command output into highlighted tty views"], "what_it_is": "Voltron is an extensible debugger UI toolkit written in Python that adds utility views (registers, disassembly, stack, memory, breakpoints, backtraces) to LLDB, GDB, VDB, and WinDbg. Views run in separate TTYs so users can compose a custom multi-window debugger interface around their existing CLI debugger.", "when_to_avoid": ["you want a full graphical debugger replacing your CLI entirely", "you need a debugger itself rather than a UI layer on top of an existing one", "you need arm64 support with GDB, VDB, or WinDbg"], "when_to_choose": ["you use a CLI debugger like GDB or LLDB and want richer visual views without leaving the terminal", "you want a customizable, scriptable debugger UI across macOS, Linux, and Windows", "you do reverse engineering or exploit development and want registers, stack, and disassembly at a glance"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/voltron", "repo": "snare/voltron", "role": "main", "score": 25}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.880680+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:46:08.076233+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "563b4dc08e0983f8c624425469c45472de2c195ff5331f13d81fad99398e23ef", "fetched_at": "2026-08-28T04:09:41.880680+00:00", "kind": "readme", "missing": false, "url": "https://github.com/snare/voltron"}, {"content_hash": "d31d4b3dfd5122aa6c0f4553e89770ad39a15dcb1a50287a198651b39cbfc18f", "fetched_at": "2026-08-29T08:42:23.018224+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/voltron/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.880680+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:46:08.076233+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "563b4dc08e0983f8c624425469c45472de2c195ff5331f13d81fad99398e23ef", "fetched_at": "2026-08-28T04:09:41.880680+00:00", "kind": "readme", "missing": false, "url": "https://github.com/snare/voltron"}, {"content_hash": "d31d4b3dfd5122aa6c0f4553e89770ad39a15dcb1a50287a198651b39cbfc18f", "fetched_at": "2026-08-29T08:42:23.018224+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/voltron/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:46:08.076233+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "563b4dc08e0983f8c624425469c45472de2c195ff5331f13d81fad99398e23ef", "fetched_at": "2026-08-28T04:09:41.880680+00:00", "kind": "readme", "missing": false, "url": "https://github.com/snare/voltron"}, {"content_hash": "d31d4b3dfd5122aa6c0f4553e89770ad39a15dcb1a50287a198651b39cbfc18f", "fetched_at": "2026-08-29T08:42:23.018224+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/voltron/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.880680+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.880680+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.880680+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:46:08.076233+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "563b4dc08e0983f8c624425469c45472de2c195ff5331f13d81fad99398e23ef", "fetched_at": "2026-08-28T04:09:41.880680+00:00", "kind": "readme", "missing": false, "url": "https://github.com/snare/voltron"}, {"content_hash": "d31d4b3dfd5122aa6c0f4553e89770ad39a15dcb1a50287a198651b39cbfc18f", "fetched_at": "2026-08-29T08:42:23.018224+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/voltron/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.880680+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.880680+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:46:08.076233+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "563b4dc08e0983f8c624425469c45472de2c195ff5331f13d81fad99398e23ef", "fetched_at": "2026-08-28T04:09:41.880680+00:00", "kind": "readme", "missing": false, "url": "https://github.com/snare/voltron"}, {"content_hash": "d31d4b3dfd5122aa6c0f4553e89770ad39a15dcb1a50287a198651b39cbfc18f", "fetched_at": "2026-08-29T08:42:23.018224+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/voltron/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.880680+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.880680+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.880680+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:46:08.076233+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "563b4dc08e0983f8c624425469c45472de2c195ff5331f13d81fad99398e23ef", "fetched_at": "2026-08-28T04:09:41.880680+00:00", "kind": "readme", "missing": false, "url": "https://github.com/snare/voltron"}, {"content_hash": "d31d4b3dfd5122aa6c0f4553e89770ad39a15dcb1a50287a198651b39cbfc18f", "fetched_at": "2026-08-29T08:42:23.018224+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/voltron/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.880680+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.880680+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:46:08.076233+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "563b4dc08e0983f8c624425469c45472de2c195ff5331f13d81fad99398e23ef", "fetched_at": "2026-08-28T04:09:41.880680+00:00", "kind": "readme", "missing": false, "url": "https://github.com/snare/voltron"}, {"content_hash": "d31d4b3dfd5122aa6c0f4553e89770ad39a15dcb1a50287a198651b39cbfc18f", "fetched_at": "2026-08-29T08:42:23.018224+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/voltron/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:46:08.076233+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "563b4dc08e0983f8c624425469c45472de2c195ff5331f13d81fad99398e23ef", "fetched_at": "2026-08-28T04:09:41.880680+00:00", "kind": "readme", "missing": false, "url": "https://github.com/snare/voltron"}, {"content_hash": "d31d4b3dfd5122aa6c0f4553e89770ad39a15dcb1a50287a198651b39cbfc18f", "fetched_at": "2026-08-29T08:42:23.018224+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/voltron/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:46:08.076233+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "563b4dc08e0983f8c624425469c45472de2c195ff5331f13d81fad99398e23ef", "fetched_at": "2026-08-28T04:09:41.880680+00:00", "kind": "readme", "missing": false, "url": "https://github.com/snare/voltron"}, {"content_hash": "d31d4b3dfd5122aa6c0f4553e89770ad39a15dcb1a50287a198651b39cbfc18f", "fetched_at": "2026-08-29T08:42:23.018224+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/voltron/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:46:08.076233+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "563b4dc08e0983f8c624425469c45472de2c195ff5331f13d81fad99398e23ef", "fetched_at": "2026-08-28T04:09:41.880680+00:00", "kind": "readme", "missing": false, "url": "https://github.com/snare/voltron"}, {"content_hash": "d31d4b3dfd5122aa6c0f4553e89770ad39a15dcb1a50287a198651b39cbfc18f", "fetched_at": "2026-08-29T08:42:23.018224+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/voltron/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 4, "longevity": 100, "rhythm": 8}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["prerelease_only"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 4817, "days_push": 581, "days_rel": 581, "gap_med": null, "n_releases_24m": 1}, "score": 25, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}