{"adoption": {"forks": 501, "observed_at": "2026-08-28T04:09:51.868226+00:00", "stars": 6978}, "canonical_url": "https://ross.abutalabs.com/products/gpt-migrate", "card": {"archived": false, "artifact_type": "cli-tool", "description": "Easily migrate your codebase from one framework or language to another.", "domain": ["developer-tools", "large-language-models"], "enriched": true, "function": ["llm-inference", "developer-tools", "code-review"], "health_score": 20, "homepage": "https://gpt-migrate.com", "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "experimental", "member_repos": ["joshpxyne/gpt-migrate"], "name": "joshpxyne/gpt-migrate", "platform": ["python", "cli", "cross-platform"], "pushed_at": "2024-09-17T23:13:51+00:00", "repo": "joshpxyne/gpt-migrate", "stars": 6978, "tags": ["code-migration", "llm-powered", "code-translation", "gpt-4", "framework-migration", "automation", "docker"], "topics": [], "urls": [], "use_cases": ["migrate a codebase from one language to another", "convert a Flask app to Node.js", "port a project to a new framework using GPT-4", "automatically rewrite legacy code with LLMs", "generate unit tests while migrating code"], "what_it_is": "GPT-Migrate is a Python CLI tool that uses LLMs (GPT-4 via OpenAI or OpenRouter) to automatically migrate codebases from one framework or language to another. It rewrites source files, generates unit tests, and validates the migrated app, typically running inside Docker.", "when_to_avoid": ["you need guaranteed-correct migration output - the tool warns not to trust results blindly", "your codebase is large and API costs are a concern, since it may rewrite everything", "you need a mature, production-supported migration tool"], "when_to_choose": ["you need to translate a codebase to a different language or framework", "you want LLM-assisted code migration with automated test validation", "you're experimenting with AI-driven code rewriting"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/gpt-migrate", "repo": "joshpxyne/gpt-migrate", "role": "main", "score": 29}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.868226+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:41:08.962516+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "528814219d73eda54ca4a624cb8d49603dd52b44d39d4588abd5fc6d22c03623", "fetched_at": "2026-08-28T04:09:51.868226+00:00", "kind": "readme", "missing": false, "url": "https://github.com/joshpxyne/gpt-migrate"}, {"content_hash": "7df6c282aee967f600e68e91f76f47bea4874e55e4ee14dafd4d4af91e8c771d", "fetched_at": "2026-08-29T08:36:56.483796+00:00", "kind": "homepage", "missing": false, "url": "https://gpt-migrate.com"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.868226+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:41:08.962516+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "528814219d73eda54ca4a624cb8d49603dd52b44d39d4588abd5fc6d22c03623", "fetched_at": "2026-08-28T04:09:51.868226+00:00", "kind": "readme", "missing": false, "url": "https://github.com/joshpxyne/gpt-migrate"}, {"content_hash": "7df6c282aee967f600e68e91f76f47bea4874e55e4ee14dafd4d4af91e8c771d", "fetched_at": "2026-08-29T08:36:56.483796+00:00", "kind": "homepage", "missing": false, "url": "https://gpt-migrate.com"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:41:08.962516+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "528814219d73eda54ca4a624cb8d49603dd52b44d39d4588abd5fc6d22c03623", "fetched_at": "2026-08-28T04:09:51.868226+00:00", "kind": "readme", "missing": false, "url": "https://github.com/joshpxyne/gpt-migrate"}, {"content_hash": "7df6c282aee967f600e68e91f76f47bea4874e55e4ee14dafd4d4af91e8c771d", "fetched_at": "2026-08-29T08:36:56.483796+00:00", "kind": "homepage", "missing": false, "url": "https://gpt-migrate.com"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.868226+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.868226+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.868226+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:41:08.962516+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "528814219d73eda54ca4a624cb8d49603dd52b44d39d4588abd5fc6d22c03623", "fetched_at": "2026-08-28T04:09:51.868226+00:00", "kind": "readme", "missing": false, "url": "https://github.com/joshpxyne/gpt-migrate"}, {"content_hash": "7df6c282aee967f600e68e91f76f47bea4874e55e4ee14dafd4d4af91e8c771d", "fetched_at": "2026-08-29T08:36:56.483796+00:00", "kind": "homepage", "missing": false, "url": "https://gpt-migrate.com"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.868226+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.868226+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:41:08.962516+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "528814219d73eda54ca4a624cb8d49603dd52b44d39d4588abd5fc6d22c03623", "fetched_at": "2026-08-28T04:09:51.868226+00:00", "kind": "readme", "missing": false, "url": "https://github.com/joshpxyne/gpt-migrate"}, {"content_hash": "7df6c282aee967f600e68e91f76f47bea4874e55e4ee14dafd4d4af91e8c771d", "fetched_at": "2026-08-29T08:36:56.483796+00:00", "kind": "homepage", "missing": false, "url": "https://gpt-migrate.com"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.868226+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.868226+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.868226+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:41:08.962516+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "528814219d73eda54ca4a624cb8d49603dd52b44d39d4588abd5fc6d22c03623", "fetched_at": "2026-08-28T04:09:51.868226+00:00", "kind": "readme", "missing": false, "url": "https://github.com/joshpxyne/gpt-migrate"}, {"content_hash": "7df6c282aee967f600e68e91f76f47bea4874e55e4ee14dafd4d4af91e8c771d", "fetched_at": "2026-08-29T08:36:56.483796+00:00", "kind": "homepage", "missing": false, "url": "https://gpt-migrate.com"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.868226+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.868226+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:41:08.962516+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "528814219d73eda54ca4a624cb8d49603dd52b44d39d4588abd5fc6d22c03623", "fetched_at": "2026-08-28T04:09:51.868226+00:00", "kind": "readme", "missing": false, "url": "https://github.com/joshpxyne/gpt-migrate"}, {"content_hash": "7df6c282aee967f600e68e91f76f47bea4874e55e4ee14dafd4d4af91e8c771d", "fetched_at": "2026-08-29T08:36:56.483796+00:00", "kind": "homepage", "missing": false, "url": "https://gpt-migrate.com"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:41:08.962516+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "528814219d73eda54ca4a624cb8d49603dd52b44d39d4588abd5fc6d22c03623", "fetched_at": "2026-08-28T04:09:51.868226+00:00", "kind": "readme", "missing": false, "url": "https://github.com/joshpxyne/gpt-migrate"}, {"content_hash": "7df6c282aee967f600e68e91f76f47bea4874e55e4ee14dafd4d4af91e8c771d", "fetched_at": "2026-08-29T08:36:56.483796+00:00", "kind": "homepage", "missing": false, "url": "https://gpt-migrate.com"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:41:08.962516+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "528814219d73eda54ca4a624cb8d49603dd52b44d39d4588abd5fc6d22c03623", "fetched_at": "2026-08-28T04:09:51.868226+00:00", "kind": "readme", "missing": false, "url": "https://github.com/joshpxyne/gpt-migrate"}, {"content_hash": "7df6c282aee967f600e68e91f76f47bea4874e55e4ee14dafd4d4af91e8c771d", "fetched_at": "2026-08-29T08:36:56.483796+00:00", "kind": "homepage", "missing": false, "url": "https://gpt-migrate.com"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:41:08.962516+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "528814219d73eda54ca4a624cb8d49603dd52b44d39d4588abd5fc6d22c03623", "fetched_at": "2026-08-28T04:09:51.868226+00:00", "kind": "readme", "missing": false, "url": "https://github.com/joshpxyne/gpt-migrate"}, {"content_hash": "7df6c282aee967f600e68e91f76f47bea4874e55e4ee14dafd4d4af91e8c771d", "fetched_at": "2026-08-29T08:36:56.483796+00:00", "kind": "homepage", "missing": false, "url": "https://gpt-migrate.com"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 83, "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": 1166, "days_push": 715, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 29, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}