{"adoption": {"forks": 152, "observed_at": "2026-08-28T04:06:01.334522+00:00", "stars": 1976}, "canonical_url": "https://ross.abutalabs.com/products/gotcha-ipdb", "card": {"archived": false, "artifact_type": "library", "description": "Integration of IPython pdb", "domain": ["developer-tools"], "enriched": true, "function": ["developer-tools", "testing"], "health_score": 62, "homepage": null, "language": "Python", "license": "BSD-3-Clause", "license_family": "permissive", "maturity": "active", "member_repos": ["gotcha/ipdb"], "name": "gotcha/ipdb", "platform": ["python", "cli", "cross-platform"], "pushed_at": "2026-02-27T03:31:35+00:00", "repo": "gotcha/ipdb", "stars": 1976, "tags": ["debugger", "pdb", "ipython", "post-mortem-debugging", "command-line"], "topics": ["python", "ipython", "debugger"], "urls": [], "use_cases": ["debug python scripts with ipython features", "set breakpoints with tab completion and syntax highlighting", "post-mortem debugging after an exception", "debug a python module from the command line", "launch debugger automatically when an exception is raised", "conditional breakpoints in python code"], "what_it_is": "ipdb is a Python library that integrates the IPython debugger with the standard pdb interface, providing tab completion, syntax highlighting, and better tracebacks. It offers set_trace breakpoints, post-mortem debugging, and script entry points for debugging Python programs.", "when_to_avoid": ["you don't use IPython and are happy with plain pdb", "you need a graphical debugger", "you're debugging non-Python code"], "when_to_choose": ["you want pdb's interface with IPython's tab completion and syntax highlighting", "you need post-mortem debugging equivalent to %debug", "you want conditional breakpoints or configurable context lines"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/gotcha-ipdb", "repo": "gotcha/ipdb", "role": "main", "score": 63}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:01.334522+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:04:50.141812+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "505425836a5727fb4d84e911edabf7576788ba5f792c931cbe9a33a6e41a0a82", "fetched_at": "2026-08-28T04:06:01.334522+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gotcha/ipdb"}, {"content_hash": "99162d2d89f55b1e6df692f9c9bd4e057ff04bd47ef7254847a26577740fe48b", "fetched_at": "2026-08-29T10:43:53.771328+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/ipdb/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:01.334522+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:04:50.141812+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "505425836a5727fb4d84e911edabf7576788ba5f792c931cbe9a33a6e41a0a82", "fetched_at": "2026-08-28T04:06:01.334522+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gotcha/ipdb"}, {"content_hash": "99162d2d89f55b1e6df692f9c9bd4e057ff04bd47ef7254847a26577740fe48b", "fetched_at": "2026-08-29T10:43:53.771328+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/ipdb/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:04:50.141812+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "505425836a5727fb4d84e911edabf7576788ba5f792c931cbe9a33a6e41a0a82", "fetched_at": "2026-08-28T04:06:01.334522+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gotcha/ipdb"}, {"content_hash": "99162d2d89f55b1e6df692f9c9bd4e057ff04bd47ef7254847a26577740fe48b", "fetched_at": "2026-08-29T10:43:53.771328+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/ipdb/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:01.334522+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:01.334522+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:01.334522+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:04:50.141812+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "505425836a5727fb4d84e911edabf7576788ba5f792c931cbe9a33a6e41a0a82", "fetched_at": "2026-08-28T04:06:01.334522+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gotcha/ipdb"}, {"content_hash": "99162d2d89f55b1e6df692f9c9bd4e057ff04bd47ef7254847a26577740fe48b", "fetched_at": "2026-08-29T10:43:53.771328+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/ipdb/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:01.334522+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:01.334522+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:04:50.141812+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "505425836a5727fb4d84e911edabf7576788ba5f792c931cbe9a33a6e41a0a82", "fetched_at": "2026-08-28T04:06:01.334522+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gotcha/ipdb"}, {"content_hash": "99162d2d89f55b1e6df692f9c9bd4e057ff04bd47ef7254847a26577740fe48b", "fetched_at": "2026-08-29T10:43:53.771328+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/ipdb/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:01.334522+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:01.334522+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:01.334522+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:04:50.141812+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "505425836a5727fb4d84e911edabf7576788ba5f792c931cbe9a33a6e41a0a82", "fetched_at": "2026-08-28T04:06:01.334522+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gotcha/ipdb"}, {"content_hash": "99162d2d89f55b1e6df692f9c9bd4e057ff04bd47ef7254847a26577740fe48b", "fetched_at": "2026-08-29T10:43:53.771328+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/ipdb/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:01.334522+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:01.334522+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:04:50.141812+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "505425836a5727fb4d84e911edabf7576788ba5f792c931cbe9a33a6e41a0a82", "fetched_at": "2026-08-28T04:06:01.334522+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gotcha/ipdb"}, {"content_hash": "99162d2d89f55b1e6df692f9c9bd4e057ff04bd47ef7254847a26577740fe48b", "fetched_at": "2026-08-29T10:43:53.771328+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/ipdb/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:04:50.141812+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "505425836a5727fb4d84e911edabf7576788ba5f792c931cbe9a33a6e41a0a82", "fetched_at": "2026-08-28T04:06:01.334522+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gotcha/ipdb"}, {"content_hash": "99162d2d89f55b1e6df692f9c9bd4e057ff04bd47ef7254847a26577740fe48b", "fetched_at": "2026-08-29T10:43:53.771328+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/ipdb/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:04:50.141812+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "505425836a5727fb4d84e911edabf7576788ba5f792c931cbe9a33a6e41a0a82", "fetched_at": "2026-08-28T04:06:01.334522+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gotcha/ipdb"}, {"content_hash": "99162d2d89f55b1e6df692f9c9bd4e057ff04bd47ef7254847a26577740fe48b", "fetched_at": "2026-08-29T10:43:53.771328+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/ipdb/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:04:50.141812+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "505425836a5727fb4d84e911edabf7576788ba5f792c931cbe9a33a6e41a0a82", "fetched_at": "2026-08-28T04:06:01.334522+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gotcha/ipdb"}, {"content_hash": "99162d2d89f55b1e6df692f9c9bd4e057ff04bd47ef7254847a26577740fe48b", "fetched_at": "2026-08-29T10:43:53.771328+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/ipdb/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 69, "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": 5709, "days_push": 187, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 63, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}