{"adoption": {"forks": 315, "observed_at": "2026-08-28T04:04:55.486599+00:00", "stars": 1508}, "canonical_url": "https://ross.abutalabs.com/products/flask-wtf", "card": {"archived": false, "artifact_type": "library", "description": "Simple integration of Flask and WTForms, including CSRF, file upload and Recaptcha integration.", "domain": ["web-development", "backend", "security"], "enriched": true, "function": ["form-handling", "auth", "security", "file-upload", "middleware"], "health_score": 95, "homepage": "https://flask-wtf.readthedocs.io", "language": "Python", "license": "BSD-3-Clause", "license_family": "permissive", "maturity": "stable", "member_repos": ["pallets-eco/flask-wtf"], "name": "pallets-eco/flask-wtf", "platform": ["python"], "pushed_at": "2026-08-01T20:02:57+00:00", "repo": "pallets-eco/flask-wtf", "stars": 1508, "tags": ["flask", "wtforms", "csrf", "recaptcha", "forms", "validation", "web-server"], "topics": ["python", "flask", "wtforms", "html", "flask-wtf", "forms"], "urls": [], "use_cases": ["add csrf protection to flask forms", "validate and render html forms in flask", "handle file uploads in flask", "add recaptcha to a flask app", "build flask forms with wtforms", "protect flask endpoints against cross-site request forgery"], "what_it_is": "Flask-WTF is a Python library that integrates WTForms with the Flask web framework, providing form rendering, validation, CSRF protection, file uploads, and reCAPTCHA support. It is part of the Pallets ecosystem, the maintainers of Flask.", "when_to_avoid": ["you use a different framework like Django or FastAPI", "your frontend is a SPA handling forms client-side with an API backend", "you need form handling without Flask"], "when_to_choose": ["you are building a Flask app with server-rendered HTML forms", "you need CSRF protection out of the box", "you want WTForms validation integrated with Flask request handling"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/flask-wtf", "repo": "pallets-eco/flask-wtf", "role": "main", "score": 80}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:55.486599+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:32:34.015865+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8385c244ab5970b510d609ea0ac39c28c41b37d845b8e0faf8c9048fffe41464", "fetched_at": "2026-08-28T04:04:55.486599+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pallets-eco/flask-wtf"}, {"content_hash": "152ceecc87e1444f0f18f3a10ff7ea3e8fb1052f139b3fb11d3c357e401b51a8", "fetched_at": "2026-08-29T11:37:26.634502+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/flask-wtf/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:55.486599+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:32:34.015865+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8385c244ab5970b510d609ea0ac39c28c41b37d845b8e0faf8c9048fffe41464", "fetched_at": "2026-08-28T04:04:55.486599+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pallets-eco/flask-wtf"}, {"content_hash": "152ceecc87e1444f0f18f3a10ff7ea3e8fb1052f139b3fb11d3c357e401b51a8", "fetched_at": "2026-08-29T11:37:26.634502+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/flask-wtf/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:32:34.015865+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8385c244ab5970b510d609ea0ac39c28c41b37d845b8e0faf8c9048fffe41464", "fetched_at": "2026-08-28T04:04:55.486599+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pallets-eco/flask-wtf"}, {"content_hash": "152ceecc87e1444f0f18f3a10ff7ea3e8fb1052f139b3fb11d3c357e401b51a8", "fetched_at": "2026-08-29T11:37:26.634502+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/flask-wtf/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:55.486599+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:55.486599+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:55.486599+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:32:34.015865+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8385c244ab5970b510d609ea0ac39c28c41b37d845b8e0faf8c9048fffe41464", "fetched_at": "2026-08-28T04:04:55.486599+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pallets-eco/flask-wtf"}, {"content_hash": "152ceecc87e1444f0f18f3a10ff7ea3e8fb1052f139b3fb11d3c357e401b51a8", "fetched_at": "2026-08-29T11:37:26.634502+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/flask-wtf/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:55.486599+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:55.486599+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:32:34.015865+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8385c244ab5970b510d609ea0ac39c28c41b37d845b8e0faf8c9048fffe41464", "fetched_at": "2026-08-28T04:04:55.486599+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pallets-eco/flask-wtf"}, {"content_hash": "152ceecc87e1444f0f18f3a10ff7ea3e8fb1052f139b3fb11d3c357e401b51a8", "fetched_at": "2026-08-29T11:37:26.634502+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/flask-wtf/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:55.486599+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:55.486599+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:55.486599+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:32:34.015865+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8385c244ab5970b510d609ea0ac39c28c41b37d845b8e0faf8c9048fffe41464", "fetched_at": "2026-08-28T04:04:55.486599+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pallets-eco/flask-wtf"}, {"content_hash": "152ceecc87e1444f0f18f3a10ff7ea3e8fb1052f139b3fb11d3c357e401b51a8", "fetched_at": "2026-08-29T11:37:26.634502+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/flask-wtf/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:55.486599+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:55.486599+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:32:34.015865+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8385c244ab5970b510d609ea0ac39c28c41b37d845b8e0faf8c9048fffe41464", "fetched_at": "2026-08-28T04:04:55.486599+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pallets-eco/flask-wtf"}, {"content_hash": "152ceecc87e1444f0f18f3a10ff7ea3e8fb1052f139b3fb11d3c357e401b51a8", "fetched_at": "2026-08-29T11:37:26.634502+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/flask-wtf/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:32:34.015865+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8385c244ab5970b510d609ea0ac39c28c41b37d845b8e0faf8c9048fffe41464", "fetched_at": "2026-08-28T04:04:55.486599+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pallets-eco/flask-wtf"}, {"content_hash": "152ceecc87e1444f0f18f3a10ff7ea3e8fb1052f139b3fb11d3c357e401b51a8", "fetched_at": "2026-08-29T11:37:26.634502+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/flask-wtf/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:32:34.015865+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8385c244ab5970b510d609ea0ac39c28c41b37d845b8e0faf8c9048fffe41464", "fetched_at": "2026-08-28T04:04:55.486599+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pallets-eco/flask-wtf"}, {"content_hash": "152ceecc87e1444f0f18f3a10ff7ea3e8fb1052f139b3fb11d3c357e401b51a8", "fetched_at": "2026-08-29T11:37:26.634502+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/flask-wtf/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:32:34.015865+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8385c244ab5970b510d609ea0ac39c28c41b37d845b8e0faf8c9048fffe41464", "fetched_at": "2026-08-28T04:04:55.486599+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pallets-eco/flask-wtf"}, {"content_hash": "152ceecc87e1444f0f18f3a10ff7ea3e8fb1052f139b3fb11d3c357e401b51a8", "fetched_at": "2026-08-29T11:37:26.634502+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/flask-wtf/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 95, "longevity": 100, "rhythm": 48}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 5299, "days_push": 32, "days_rel": 132, "gap_med": 546, "n_releases_24m": 2}, "score": 80, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}