{"adoption": {"forks": 99, "observed_at": "2026-08-28T04:05:45.117448+00:00", "stars": 1858}, "canonical_url": "https://ross.abutalabs.com/products/sourcery-ai-sourcery", "card": {"archived": false, "artifact_type": "service", "description": "Instant AI code reviews", "domain": ["developer-tools", "version-control", "security"], "enriched": true, "function": ["code-review", "security", "vulnerability-scanning", "llm-inference", "developer-tools"], "health_score": 100, "homepage": "https://sourcery.ai", "language": null, "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["sourcery-ai/sourcery"], "name": "sourcery-ai/sourcery", "platform": ["editor-plugin", "cloud"], "pushed_at": "2026-08-26T03:29:18+00:00", "repo": "sourcery-ai/sourcery", "stars": 1858, "tags": ["ai-code-review", "pull-request-bot", "github-app", "gitlab", "static-analysis", "refactoring", "ide-plugin", "sast", "automation", "web-server"], "topics": ["refactoring", "python", "ai", "software-development", "code-quality", "code-reviews", "code-review-bot"], "urls": [], "use_cases": ["automatically review pull requests with AI", "get instant code review feedback on GitHub PRs", "scan repos for security issues, secrets, and vulnerable dependencies", "refactor and improve Python code quality in my IDE", "generate unit tests and docstrings for existing code", "enforce team code style conventions on every PR", "speed up code review cycles for my team"], "what_it_is": "Sourcery is an AI-powered automated code review service that reviews pull requests on GitHub and GitLab, posting summaries, inline comments, and merge-gating status checks, plus continuous security scanning (SAST, secrets, IaC, dependencies). It also ships IDE plugins (VS Code, JetBrains, Sublime, Vim) that act as a coding assistant for refactoring, tests, and docstrings.", "when_to_avoid": ["you need fully self-hosted code review without code leaving your infrastructure (Enterprise tier only)", "you require a completely free tool for private repositories", "you want an offline, local-only static analyzer", "your code cannot be sent to third-party LLM providers like OpenAI or Anthropic"], "when_to_choose": ["you want automated, instant AI feedback on every pull request", "your team's review queue is a bottleneck and you want faster merge cycles", "you need combined code review plus security scanning in one tool", "your project is open source (free for public repos)", "you want in-IDE refactoring and coding assistance alongside PR reviews"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/sourcery-ai-sourcery", "repo": "sourcery-ai/sourcery", "role": "main", "score": 97}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:05:45.117448+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:16:13.471050+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a0dfc26d3225b401d99adcf3b01b48ef66d238c08d8e82b5ea4589381b3f9942", "fetched_at": "2026-08-28T04:05:45.117448+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sourcery-ai/sourcery"}, {"content_hash": "bc5ff2ceaf0a1707d2caf5d6199721ec07fd1efdd904d1af4d20fe4218c43dd3", "fetched_at": "2026-08-29T10:55:48.701993+00:00", "kind": "homepage", "missing": false, "url": "https://sourcery.ai"}, {"content_hash": "1ee46f0f690b77a83a99ceedadfd63d26206f0e46f69b599585cbc554b0d1524", "fetched_at": "2026-08-29T10:55:48.711230+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai"}, {"content_hash": "d806da0d18e37a313e65842fc1ccebeceede5c152843615371f3dbd0e82d807d", "fetched_at": "2026-08-29T10:55:48.716988+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Guides/Getting-Started/VSCode"}, {"content_hash": "d806da0d18e37a313e65842fc1ccebeceede5c152843615371f3dbd0e82d807d", "fetched_at": "2026-08-29T10:55:48.718657+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Guides/Getting-Started/PyCharm"}, {"content_hash": "e7b1dfc2b81b72ee24376de48fd3700f8d96f7d83948a2ce084f0f6520d6be4a", "fetched_at": "2026-08-29T10:55:48.720438+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Code-Review/Integrations/GitHub"}, {"content_hash": "e7b1dfc2b81b72ee24376de48fd3700f8d96f7d83948a2ce084f0f6520d6be4a", "fetched_at": "2026-08-29T10:55:48.722322+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Code-Review/Integrations/GitLab"}, {"content_hash": "8d6ab89633aa9ec43ab3a04d451259c034d1570a781f8dc0aa05c5c0c671d8f0", "fetched_at": "2026-08-29T10:55:48.724022+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sourcery/json"}, {"content_hash": "46885f5631d8e9d3fb4a17ebe43781ad2d1724ad7d92b384fd4084b645ababe7", "fetched_at": "2026-08-29T10:55:48.713243+00:00", "kind": "site_page", "missing": false, "url": "https://www.sourcery.ai/changelog"}, {"content_hash": "8afd8c76ae9af010fca53c17adfb7d8d0f7d47e044f14b02e31eab7eda6cb6b1", "fetched_at": "2026-08-29T10:55:48.715273+00:00", "kind": "site_page", "missing": false, "url": "https://www.sourcery.ai/pricing"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:05:45.117448+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:16:13.471050+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a0dfc26d3225b401d99adcf3b01b48ef66d238c08d8e82b5ea4589381b3f9942", "fetched_at": "2026-08-28T04:05:45.117448+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sourcery-ai/sourcery"}, {"content_hash": "bc5ff2ceaf0a1707d2caf5d6199721ec07fd1efdd904d1af4d20fe4218c43dd3", "fetched_at": "2026-08-29T10:55:48.701993+00:00", "kind": "homepage", "missing": false, "url": "https://sourcery.ai"}, {"content_hash": "1ee46f0f690b77a83a99ceedadfd63d26206f0e46f69b599585cbc554b0d1524", "fetched_at": "2026-08-29T10:55:48.711230+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai"}, {"content_hash": "d806da0d18e37a313e65842fc1ccebeceede5c152843615371f3dbd0e82d807d", "fetched_at": "2026-08-29T10:55:48.716988+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Guides/Getting-Started/VSCode"}, {"content_hash": "d806da0d18e37a313e65842fc1ccebeceede5c152843615371f3dbd0e82d807d", "fetched_at": "2026-08-29T10:55:48.718657+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Guides/Getting-Started/PyCharm"}, {"content_hash": "e7b1dfc2b81b72ee24376de48fd3700f8d96f7d83948a2ce084f0f6520d6be4a", "fetched_at": "2026-08-29T10:55:48.720438+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Code-Review/Integrations/GitHub"}, {"content_hash": "e7b1dfc2b81b72ee24376de48fd3700f8d96f7d83948a2ce084f0f6520d6be4a", "fetched_at": "2026-08-29T10:55:48.722322+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Code-Review/Integrations/GitLab"}, {"content_hash": "8d6ab89633aa9ec43ab3a04d451259c034d1570a781f8dc0aa05c5c0c671d8f0", "fetched_at": "2026-08-29T10:55:48.724022+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sourcery/json"}, {"content_hash": "46885f5631d8e9d3fb4a17ebe43781ad2d1724ad7d92b384fd4084b645ababe7", "fetched_at": "2026-08-29T10:55:48.713243+00:00", "kind": "site_page", "missing": false, "url": "https://www.sourcery.ai/changelog"}, {"content_hash": "8afd8c76ae9af010fca53c17adfb7d8d0f7d47e044f14b02e31eab7eda6cb6b1", "fetched_at": "2026-08-29T10:55:48.715273+00:00", "kind": "site_page", "missing": false, "url": "https://www.sourcery.ai/pricing"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:16:13.471050+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a0dfc26d3225b401d99adcf3b01b48ef66d238c08d8e82b5ea4589381b3f9942", "fetched_at": "2026-08-28T04:05:45.117448+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sourcery-ai/sourcery"}, {"content_hash": "bc5ff2ceaf0a1707d2caf5d6199721ec07fd1efdd904d1af4d20fe4218c43dd3", "fetched_at": "2026-08-29T10:55:48.701993+00:00", "kind": "homepage", "missing": false, "url": "https://sourcery.ai"}, {"content_hash": "1ee46f0f690b77a83a99ceedadfd63d26206f0e46f69b599585cbc554b0d1524", "fetched_at": "2026-08-29T10:55:48.711230+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai"}, {"content_hash": "d806da0d18e37a313e65842fc1ccebeceede5c152843615371f3dbd0e82d807d", "fetched_at": "2026-08-29T10:55:48.716988+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Guides/Getting-Started/VSCode"}, {"content_hash": "d806da0d18e37a313e65842fc1ccebeceede5c152843615371f3dbd0e82d807d", "fetched_at": "2026-08-29T10:55:48.718657+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Guides/Getting-Started/PyCharm"}, {"content_hash": "e7b1dfc2b81b72ee24376de48fd3700f8d96f7d83948a2ce084f0f6520d6be4a", "fetched_at": "2026-08-29T10:55:48.720438+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Code-Review/Integrations/GitHub"}, {"content_hash": "e7b1dfc2b81b72ee24376de48fd3700f8d96f7d83948a2ce084f0f6520d6be4a", "fetched_at": "2026-08-29T10:55:48.722322+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Code-Review/Integrations/GitLab"}, {"content_hash": "8d6ab89633aa9ec43ab3a04d451259c034d1570a781f8dc0aa05c5c0c671d8f0", "fetched_at": "2026-08-29T10:55:48.724022+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sourcery/json"}, {"content_hash": "46885f5631d8e9d3fb4a17ebe43781ad2d1724ad7d92b384fd4084b645ababe7", "fetched_at": "2026-08-29T10:55:48.713243+00:00", "kind": "site_page", "missing": false, "url": "https://www.sourcery.ai/changelog"}, {"content_hash": "8afd8c76ae9af010fca53c17adfb7d8d0f7d47e044f14b02e31eab7eda6cb6b1", "fetched_at": "2026-08-29T10:55:48.715273+00:00", "kind": "site_page", "missing": false, "url": "https://www.sourcery.ai/pricing"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:05:45.117448+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:05:45.117448+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:05:45.117448+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:16:13.471050+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a0dfc26d3225b401d99adcf3b01b48ef66d238c08d8e82b5ea4589381b3f9942", "fetched_at": "2026-08-28T04:05:45.117448+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sourcery-ai/sourcery"}, {"content_hash": "bc5ff2ceaf0a1707d2caf5d6199721ec07fd1efdd904d1af4d20fe4218c43dd3", "fetched_at": "2026-08-29T10:55:48.701993+00:00", "kind": "homepage", "missing": false, "url": "https://sourcery.ai"}, {"content_hash": "1ee46f0f690b77a83a99ceedadfd63d26206f0e46f69b599585cbc554b0d1524", "fetched_at": "2026-08-29T10:55:48.711230+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai"}, {"content_hash": "d806da0d18e37a313e65842fc1ccebeceede5c152843615371f3dbd0e82d807d", "fetched_at": "2026-08-29T10:55:48.716988+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Guides/Getting-Started/VSCode"}, {"content_hash": "d806da0d18e37a313e65842fc1ccebeceede5c152843615371f3dbd0e82d807d", "fetched_at": "2026-08-29T10:55:48.718657+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Guides/Getting-Started/PyCharm"}, {"content_hash": "e7b1dfc2b81b72ee24376de48fd3700f8d96f7d83948a2ce084f0f6520d6be4a", "fetched_at": "2026-08-29T10:55:48.720438+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Code-Review/Integrations/GitHub"}, {"content_hash": "e7b1dfc2b81b72ee24376de48fd3700f8d96f7d83948a2ce084f0f6520d6be4a", "fetched_at": "2026-08-29T10:55:48.722322+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Code-Review/Integrations/GitLab"}, {"content_hash": "8d6ab89633aa9ec43ab3a04d451259c034d1570a781f8dc0aa05c5c0c671d8f0", "fetched_at": "2026-08-29T10:55:48.724022+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sourcery/json"}, {"content_hash": "46885f5631d8e9d3fb4a17ebe43781ad2d1724ad7d92b384fd4084b645ababe7", "fetched_at": "2026-08-29T10:55:48.713243+00:00", "kind": "site_page", "missing": false, "url": "https://www.sourcery.ai/changelog"}, {"content_hash": "8afd8c76ae9af010fca53c17adfb7d8d0f7d47e044f14b02e31eab7eda6cb6b1", "fetched_at": "2026-08-29T10:55:48.715273+00:00", "kind": "site_page", "missing": false, "url": "https://www.sourcery.ai/pricing"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:05:45.117448+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:05:45.117448+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:16:13.471050+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a0dfc26d3225b401d99adcf3b01b48ef66d238c08d8e82b5ea4589381b3f9942", "fetched_at": "2026-08-28T04:05:45.117448+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sourcery-ai/sourcery"}, {"content_hash": "bc5ff2ceaf0a1707d2caf5d6199721ec07fd1efdd904d1af4d20fe4218c43dd3", "fetched_at": "2026-08-29T10:55:48.701993+00:00", "kind": "homepage", "missing": false, "url": "https://sourcery.ai"}, {"content_hash": "1ee46f0f690b77a83a99ceedadfd63d26206f0e46f69b599585cbc554b0d1524", "fetched_at": "2026-08-29T10:55:48.711230+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai"}, {"content_hash": "d806da0d18e37a313e65842fc1ccebeceede5c152843615371f3dbd0e82d807d", "fetched_at": "2026-08-29T10:55:48.716988+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Guides/Getting-Started/VSCode"}, {"content_hash": "d806da0d18e37a313e65842fc1ccebeceede5c152843615371f3dbd0e82d807d", "fetched_at": "2026-08-29T10:55:48.718657+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Guides/Getting-Started/PyCharm"}, {"content_hash": "e7b1dfc2b81b72ee24376de48fd3700f8d96f7d83948a2ce084f0f6520d6be4a", "fetched_at": "2026-08-29T10:55:48.720438+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Code-Review/Integrations/GitHub"}, {"content_hash": "e7b1dfc2b81b72ee24376de48fd3700f8d96f7d83948a2ce084f0f6520d6be4a", "fetched_at": "2026-08-29T10:55:48.722322+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Code-Review/Integrations/GitLab"}, {"content_hash": "8d6ab89633aa9ec43ab3a04d451259c034d1570a781f8dc0aa05c5c0c671d8f0", "fetched_at": "2026-08-29T10:55:48.724022+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sourcery/json"}, {"content_hash": "46885f5631d8e9d3fb4a17ebe43781ad2d1724ad7d92b384fd4084b645ababe7", "fetched_at": "2026-08-29T10:55:48.713243+00:00", "kind": "site_page", "missing": false, "url": "https://www.sourcery.ai/changelog"}, {"content_hash": "8afd8c76ae9af010fca53c17adfb7d8d0f7d47e044f14b02e31eab7eda6cb6b1", "fetched_at": "2026-08-29T10:55:48.715273+00:00", "kind": "site_page", "missing": false, "url": "https://www.sourcery.ai/pricing"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:05:45.117448+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:05:45.117448+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:05:45.117448+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:16:13.471050+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a0dfc26d3225b401d99adcf3b01b48ef66d238c08d8e82b5ea4589381b3f9942", "fetched_at": "2026-08-28T04:05:45.117448+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sourcery-ai/sourcery"}, {"content_hash": "bc5ff2ceaf0a1707d2caf5d6199721ec07fd1efdd904d1af4d20fe4218c43dd3", "fetched_at": "2026-08-29T10:55:48.701993+00:00", "kind": "homepage", "missing": false, "url": "https://sourcery.ai"}, {"content_hash": "1ee46f0f690b77a83a99ceedadfd63d26206f0e46f69b599585cbc554b0d1524", "fetched_at": "2026-08-29T10:55:48.711230+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai"}, {"content_hash": "d806da0d18e37a313e65842fc1ccebeceede5c152843615371f3dbd0e82d807d", "fetched_at": "2026-08-29T10:55:48.716988+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Guides/Getting-Started/VSCode"}, {"content_hash": "d806da0d18e37a313e65842fc1ccebeceede5c152843615371f3dbd0e82d807d", "fetched_at": "2026-08-29T10:55:48.718657+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Guides/Getting-Started/PyCharm"}, {"content_hash": "e7b1dfc2b81b72ee24376de48fd3700f8d96f7d83948a2ce084f0f6520d6be4a", "fetched_at": "2026-08-29T10:55:48.720438+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Code-Review/Integrations/GitHub"}, {"content_hash": "e7b1dfc2b81b72ee24376de48fd3700f8d96f7d83948a2ce084f0f6520d6be4a", "fetched_at": "2026-08-29T10:55:48.722322+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Code-Review/Integrations/GitLab"}, {"content_hash": "8d6ab89633aa9ec43ab3a04d451259c034d1570a781f8dc0aa05c5c0c671d8f0", "fetched_at": "2026-08-29T10:55:48.724022+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sourcery/json"}, {"content_hash": "46885f5631d8e9d3fb4a17ebe43781ad2d1724ad7d92b384fd4084b645ababe7", "fetched_at": "2026-08-29T10:55:48.713243+00:00", "kind": "site_page", "missing": false, "url": "https://www.sourcery.ai/changelog"}, {"content_hash": "8afd8c76ae9af010fca53c17adfb7d8d0f7d47e044f14b02e31eab7eda6cb6b1", "fetched_at": "2026-08-29T10:55:48.715273+00:00", "kind": "site_page", "missing": false, "url": "https://www.sourcery.ai/pricing"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:05:45.117448+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:05:45.117448+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:16:13.471050+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a0dfc26d3225b401d99adcf3b01b48ef66d238c08d8e82b5ea4589381b3f9942", "fetched_at": "2026-08-28T04:05:45.117448+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sourcery-ai/sourcery"}, {"content_hash": "bc5ff2ceaf0a1707d2caf5d6199721ec07fd1efdd904d1af4d20fe4218c43dd3", "fetched_at": "2026-08-29T10:55:48.701993+00:00", "kind": "homepage", "missing": false, "url": "https://sourcery.ai"}, {"content_hash": "1ee46f0f690b77a83a99ceedadfd63d26206f0e46f69b599585cbc554b0d1524", "fetched_at": "2026-08-29T10:55:48.711230+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai"}, {"content_hash": "d806da0d18e37a313e65842fc1ccebeceede5c152843615371f3dbd0e82d807d", "fetched_at": "2026-08-29T10:55:48.716988+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Guides/Getting-Started/VSCode"}, {"content_hash": "d806da0d18e37a313e65842fc1ccebeceede5c152843615371f3dbd0e82d807d", "fetched_at": "2026-08-29T10:55:48.718657+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Guides/Getting-Started/PyCharm"}, {"content_hash": "e7b1dfc2b81b72ee24376de48fd3700f8d96f7d83948a2ce084f0f6520d6be4a", "fetched_at": "2026-08-29T10:55:48.720438+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Code-Review/Integrations/GitHub"}, {"content_hash": "e7b1dfc2b81b72ee24376de48fd3700f8d96f7d83948a2ce084f0f6520d6be4a", "fetched_at": "2026-08-29T10:55:48.722322+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Code-Review/Integrations/GitLab"}, {"content_hash": "8d6ab89633aa9ec43ab3a04d451259c034d1570a781f8dc0aa05c5c0c671d8f0", "fetched_at": "2026-08-29T10:55:48.724022+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sourcery/json"}, {"content_hash": "46885f5631d8e9d3fb4a17ebe43781ad2d1724ad7d92b384fd4084b645ababe7", "fetched_at": "2026-08-29T10:55:48.713243+00:00", "kind": "site_page", "missing": false, "url": "https://www.sourcery.ai/changelog"}, {"content_hash": "8afd8c76ae9af010fca53c17adfb7d8d0f7d47e044f14b02e31eab7eda6cb6b1", "fetched_at": "2026-08-29T10:55:48.715273+00:00", "kind": "site_page", "missing": false, "url": "https://www.sourcery.ai/pricing"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:16:13.471050+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a0dfc26d3225b401d99adcf3b01b48ef66d238c08d8e82b5ea4589381b3f9942", "fetched_at": "2026-08-28T04:05:45.117448+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sourcery-ai/sourcery"}, {"content_hash": "bc5ff2ceaf0a1707d2caf5d6199721ec07fd1efdd904d1af4d20fe4218c43dd3", "fetched_at": "2026-08-29T10:55:48.701993+00:00", "kind": "homepage", "missing": false, "url": "https://sourcery.ai"}, {"content_hash": "1ee46f0f690b77a83a99ceedadfd63d26206f0e46f69b599585cbc554b0d1524", "fetched_at": "2026-08-29T10:55:48.711230+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai"}, {"content_hash": "d806da0d18e37a313e65842fc1ccebeceede5c152843615371f3dbd0e82d807d", "fetched_at": "2026-08-29T10:55:48.716988+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Guides/Getting-Started/VSCode"}, {"content_hash": "d806da0d18e37a313e65842fc1ccebeceede5c152843615371f3dbd0e82d807d", "fetched_at": "2026-08-29T10:55:48.718657+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Guides/Getting-Started/PyCharm"}, {"content_hash": "e7b1dfc2b81b72ee24376de48fd3700f8d96f7d83948a2ce084f0f6520d6be4a", "fetched_at": "2026-08-29T10:55:48.720438+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Code-Review/Integrations/GitHub"}, {"content_hash": "e7b1dfc2b81b72ee24376de48fd3700f8d96f7d83948a2ce084f0f6520d6be4a", "fetched_at": "2026-08-29T10:55:48.722322+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Code-Review/Integrations/GitLab"}, {"content_hash": "8d6ab89633aa9ec43ab3a04d451259c034d1570a781f8dc0aa05c5c0c671d8f0", "fetched_at": "2026-08-29T10:55:48.724022+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sourcery/json"}, {"content_hash": "46885f5631d8e9d3fb4a17ebe43781ad2d1724ad7d92b384fd4084b645ababe7", "fetched_at": "2026-08-29T10:55:48.713243+00:00", "kind": "site_page", "missing": false, "url": "https://www.sourcery.ai/changelog"}, {"content_hash": "8afd8c76ae9af010fca53c17adfb7d8d0f7d47e044f14b02e31eab7eda6cb6b1", "fetched_at": "2026-08-29T10:55:48.715273+00:00", "kind": "site_page", "missing": false, "url": "https://www.sourcery.ai/pricing"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:16:13.471050+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a0dfc26d3225b401d99adcf3b01b48ef66d238c08d8e82b5ea4589381b3f9942", "fetched_at": "2026-08-28T04:05:45.117448+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sourcery-ai/sourcery"}, {"content_hash": "bc5ff2ceaf0a1707d2caf5d6199721ec07fd1efdd904d1af4d20fe4218c43dd3", "fetched_at": "2026-08-29T10:55:48.701993+00:00", "kind": "homepage", "missing": false, "url": "https://sourcery.ai"}, {"content_hash": "1ee46f0f690b77a83a99ceedadfd63d26206f0e46f69b599585cbc554b0d1524", "fetched_at": "2026-08-29T10:55:48.711230+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai"}, {"content_hash": "d806da0d18e37a313e65842fc1ccebeceede5c152843615371f3dbd0e82d807d", "fetched_at": "2026-08-29T10:55:48.716988+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Guides/Getting-Started/VSCode"}, {"content_hash": "d806da0d18e37a313e65842fc1ccebeceede5c152843615371f3dbd0e82d807d", "fetched_at": "2026-08-29T10:55:48.718657+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Guides/Getting-Started/PyCharm"}, {"content_hash": "e7b1dfc2b81b72ee24376de48fd3700f8d96f7d83948a2ce084f0f6520d6be4a", "fetched_at": "2026-08-29T10:55:48.720438+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Code-Review/Integrations/GitHub"}, {"content_hash": "e7b1dfc2b81b72ee24376de48fd3700f8d96f7d83948a2ce084f0f6520d6be4a", "fetched_at": "2026-08-29T10:55:48.722322+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Code-Review/Integrations/GitLab"}, {"content_hash": "8d6ab89633aa9ec43ab3a04d451259c034d1570a781f8dc0aa05c5c0c671d8f0", "fetched_at": "2026-08-29T10:55:48.724022+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sourcery/json"}, {"content_hash": "46885f5631d8e9d3fb4a17ebe43781ad2d1724ad7d92b384fd4084b645ababe7", "fetched_at": "2026-08-29T10:55:48.713243+00:00", "kind": "site_page", "missing": false, "url": "https://www.sourcery.ai/changelog"}, {"content_hash": "8afd8c76ae9af010fca53c17adfb7d8d0f7d47e044f14b02e31eab7eda6cb6b1", "fetched_at": "2026-08-29T10:55:48.715273+00:00", "kind": "site_page", "missing": false, "url": "https://www.sourcery.ai/pricing"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:16:13.471050+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a0dfc26d3225b401d99adcf3b01b48ef66d238c08d8e82b5ea4589381b3f9942", "fetched_at": "2026-08-28T04:05:45.117448+00:00", "kind": "readme", "missing": false, "url": "https://github.com/sourcery-ai/sourcery"}, {"content_hash": "bc5ff2ceaf0a1707d2caf5d6199721ec07fd1efdd904d1af4d20fe4218c43dd3", "fetched_at": "2026-08-29T10:55:48.701993+00:00", "kind": "homepage", "missing": false, "url": "https://sourcery.ai"}, {"content_hash": "1ee46f0f690b77a83a99ceedadfd63d26206f0e46f69b599585cbc554b0d1524", "fetched_at": "2026-08-29T10:55:48.711230+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai"}, {"content_hash": "d806da0d18e37a313e65842fc1ccebeceede5c152843615371f3dbd0e82d807d", "fetched_at": "2026-08-29T10:55:48.716988+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Guides/Getting-Started/VSCode"}, {"content_hash": "d806da0d18e37a313e65842fc1ccebeceede5c152843615371f3dbd0e82d807d", "fetched_at": "2026-08-29T10:55:48.718657+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Guides/Getting-Started/PyCharm"}, {"content_hash": "e7b1dfc2b81b72ee24376de48fd3700f8d96f7d83948a2ce084f0f6520d6be4a", "fetched_at": "2026-08-29T10:55:48.720438+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Code-Review/Integrations/GitHub"}, {"content_hash": "e7b1dfc2b81b72ee24376de48fd3700f8d96f7d83948a2ce084f0f6520d6be4a", "fetched_at": "2026-08-29T10:55:48.722322+00:00", "kind": "site_page", "missing": false, "url": "https://docs.sourcery.ai/Code-Review/Integrations/GitLab"}, {"content_hash": "8d6ab89633aa9ec43ab3a04d451259c034d1570a781f8dc0aa05c5c0c671d8f0", "fetched_at": "2026-08-29T10:55:48.724022+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sourcery/json"}, {"content_hash": "46885f5631d8e9d3fb4a17ebe43781ad2d1724ad7d92b384fd4084b645ababe7", "fetched_at": "2026-08-29T10:55:48.713243+00:00", "kind": "site_page", "missing": false, "url": "https://www.sourcery.ai/changelog"}, {"content_hash": "8afd8c76ae9af010fca53c17adfb7d8d0f7d47e044f14b02e31eab7eda6cb6b1", "fetched_at": "2026-08-29T10:55:48.715273+00:00", "kind": "site_page", "missing": false, "url": "https://www.sourcery.ai/pricing"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 100, "rhythm": 94}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2606, "days_push": 7, "days_rel": 42, "gap_med": 13, "n_releases_24m": 22}, "score": 97, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}