{"adoption": {"forks": 105, "observed_at": "2026-08-28T04:05:05.500602+00:00", "stars": 1572}, "canonical_url": "https://ross.abutalabs.com/products/patched-codes-patchwork", "card": {"archived": false, "artifact_type": "cli-tool", "description": "Agentic AI framework for enterprise workflow automation.", "domain": ["developer-tools", "security", "large-language-models"], "enriched": true, "function": ["agent-framework", "llm-inference", "code-review", "workflow-automation", "cli", "security"], "health_score": 92, "homepage": "https://patched.codes", "language": "Python", "license": "AGPL-3.0", "license_family": "copyleft", "maturity": "active", "member_repos": ["patched-codes/patchwork"], "name": "patched-codes/patchwork", "platform": ["cli", "python", "cross-platform"], "pushed_at": "2026-08-24T07:08:39+00:00", "repo": "patched-codes/patchwork", "stars": 1572, "tags": ["llm-agent", "patchflows", "pr-review", "autofix", "vulnerability-remediation", "self-hosted", "agentic-ai", "automation", "devops"], "topics": ["codereview", "devops", "devtools", "llms", "workflows", "automation", "hacktoberfest"], "urls": [], "use_cases": ["automate pull request reviews with an llm", "auto-fix security vulnerabilities in my codebase", "generate docstrings and readmes automatically", "upgrade dependencies automatically with ai", "resolve github issues using an llm agent", "run ai code fixes in my ci/cd pipeline", "build custom llm workflows for dev tasks"], "what_it_is": "Patchwork is an open-source agentic AI framework and CLI that automates development chores like PR reviews, bug fixing, security patching, and documentation using your preferred LLMs. It composes reusable steps, prompt templates, and 'patchflows' that can run locally, in an IDE, or in CI/CD pipelines.", "when_to_avoid": ["you need a fully managed SaaS with SLAs rather than a self-hosted tool", "you want a general-purpose agent framework outside software development tasks", "AGPL-3.0 licensing is incompatible with your usage"], "when_to_choose": ["you want a self-hosted, extensible CLI agent for automating code review and fixes", "you need LLM-assisted workflows that integrate into CI/CD pipelines", "you want to bring your own LLM keys and customize prompts and workflows"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/patched-codes-patchwork", "repo": "patched-codes/patchwork", "role": "main", "score": 67}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:05:05.500602+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:58:11.641830+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9fa4d1ea90b71889e481723c62ef0c17a56cfaff1b594c8eeddeef4454e46a9a", "fetched_at": "2026-08-28T04:05:05.500602+00:00", "kind": "readme", "missing": false, "url": "https://github.com/patched-codes/patchwork"}, {"content_hash": "1e3ea39bd6addc577d24941f401bfd48d0da2e7b9daac3bd902eab5ef231d992", "fetched_at": "2026-08-29T11:28:20.501174+00:00", "kind": "homepage", "missing": false, "url": "https://patched.codes"}, {"content_hash": "91213fde6a7d95b9c3be9c88ec47cc047d44f824a49cca4156be1cc0becc519f", "fetched_at": "2026-08-29T11:28:20.510375+00:00", "kind": "site_page", "missing": false, "url": "https://patched.codes/changelog"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:05:05.500602+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:58:11.641830+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9fa4d1ea90b71889e481723c62ef0c17a56cfaff1b594c8eeddeef4454e46a9a", "fetched_at": "2026-08-28T04:05:05.500602+00:00", "kind": "readme", "missing": false, "url": "https://github.com/patched-codes/patchwork"}, {"content_hash": "1e3ea39bd6addc577d24941f401bfd48d0da2e7b9daac3bd902eab5ef231d992", "fetched_at": "2026-08-29T11:28:20.501174+00:00", "kind": "homepage", "missing": false, "url": "https://patched.codes"}, {"content_hash": "91213fde6a7d95b9c3be9c88ec47cc047d44f824a49cca4156be1cc0becc519f", "fetched_at": "2026-08-29T11:28:20.510375+00:00", "kind": "site_page", "missing": false, "url": "https://patched.codes/changelog"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:58:11.641830+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9fa4d1ea90b71889e481723c62ef0c17a56cfaff1b594c8eeddeef4454e46a9a", "fetched_at": "2026-08-28T04:05:05.500602+00:00", "kind": "readme", "missing": false, "url": "https://github.com/patched-codes/patchwork"}, {"content_hash": "1e3ea39bd6addc577d24941f401bfd48d0da2e7b9daac3bd902eab5ef231d992", "fetched_at": "2026-08-29T11:28:20.501174+00:00", "kind": "homepage", "missing": false, "url": "https://patched.codes"}, {"content_hash": "91213fde6a7d95b9c3be9c88ec47cc047d44f824a49cca4156be1cc0becc519f", "fetched_at": "2026-08-29T11:28:20.510375+00:00", "kind": "site_page", "missing": false, "url": "https://patched.codes/changelog"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:05:05.500602+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:05:05.500602+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:05:05.500602+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:58:11.641830+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9fa4d1ea90b71889e481723c62ef0c17a56cfaff1b594c8eeddeef4454e46a9a", "fetched_at": "2026-08-28T04:05:05.500602+00:00", "kind": "readme", "missing": false, "url": "https://github.com/patched-codes/patchwork"}, {"content_hash": "1e3ea39bd6addc577d24941f401bfd48d0da2e7b9daac3bd902eab5ef231d992", "fetched_at": "2026-08-29T11:28:20.501174+00:00", "kind": "homepage", "missing": false, "url": "https://patched.codes"}, {"content_hash": "91213fde6a7d95b9c3be9c88ec47cc047d44f824a49cca4156be1cc0becc519f", "fetched_at": "2026-08-29T11:28:20.510375+00:00", "kind": "site_page", "missing": false, "url": "https://patched.codes/changelog"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:05:05.500602+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:05:05.500602+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:58:11.641830+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9fa4d1ea90b71889e481723c62ef0c17a56cfaff1b594c8eeddeef4454e46a9a", "fetched_at": "2026-08-28T04:05:05.500602+00:00", "kind": "readme", "missing": false, "url": "https://github.com/patched-codes/patchwork"}, {"content_hash": "1e3ea39bd6addc577d24941f401bfd48d0da2e7b9daac3bd902eab5ef231d992", "fetched_at": "2026-08-29T11:28:20.501174+00:00", "kind": "homepage", "missing": false, "url": "https://patched.codes"}, {"content_hash": "91213fde6a7d95b9c3be9c88ec47cc047d44f824a49cca4156be1cc0becc519f", "fetched_at": "2026-08-29T11:28:20.510375+00:00", "kind": "site_page", "missing": false, "url": "https://patched.codes/changelog"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:05:05.500602+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:05:05.500602+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:05:05.500602+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:58:11.641830+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9fa4d1ea90b71889e481723c62ef0c17a56cfaff1b594c8eeddeef4454e46a9a", "fetched_at": "2026-08-28T04:05:05.500602+00:00", "kind": "readme", "missing": false, "url": "https://github.com/patched-codes/patchwork"}, {"content_hash": "1e3ea39bd6addc577d24941f401bfd48d0da2e7b9daac3bd902eab5ef231d992", "fetched_at": "2026-08-29T11:28:20.501174+00:00", "kind": "homepage", "missing": false, "url": "https://patched.codes"}, {"content_hash": "91213fde6a7d95b9c3be9c88ec47cc047d44f824a49cca4156be1cc0becc519f", "fetched_at": "2026-08-29T11:28:20.510375+00:00", "kind": "site_page", "missing": false, "url": "https://patched.codes/changelog"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:05:05.500602+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:05:05.500602+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:58:11.641830+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9fa4d1ea90b71889e481723c62ef0c17a56cfaff1b594c8eeddeef4454e46a9a", "fetched_at": "2026-08-28T04:05:05.500602+00:00", "kind": "readme", "missing": false, "url": "https://github.com/patched-codes/patchwork"}, {"content_hash": "1e3ea39bd6addc577d24941f401bfd48d0da2e7b9daac3bd902eab5ef231d992", "fetched_at": "2026-08-29T11:28:20.501174+00:00", "kind": "homepage", "missing": false, "url": "https://patched.codes"}, {"content_hash": "91213fde6a7d95b9c3be9c88ec47cc047d44f824a49cca4156be1cc0becc519f", "fetched_at": "2026-08-29T11:28:20.510375+00:00", "kind": "site_page", "missing": false, "url": "https://patched.codes/changelog"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:58:11.641830+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9fa4d1ea90b71889e481723c62ef0c17a56cfaff1b594c8eeddeef4454e46a9a", "fetched_at": "2026-08-28T04:05:05.500602+00:00", "kind": "readme", "missing": false, "url": "https://github.com/patched-codes/patchwork"}, {"content_hash": "1e3ea39bd6addc577d24941f401bfd48d0da2e7b9daac3bd902eab5ef231d992", "fetched_at": "2026-08-29T11:28:20.501174+00:00", "kind": "homepage", "missing": false, "url": "https://patched.codes"}, {"content_hash": "91213fde6a7d95b9c3be9c88ec47cc047d44f824a49cca4156be1cc0becc519f", "fetched_at": "2026-08-29T11:28:20.510375+00:00", "kind": "site_page", "missing": false, "url": "https://patched.codes/changelog"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:58:11.641830+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9fa4d1ea90b71889e481723c62ef0c17a56cfaff1b594c8eeddeef4454e46a9a", "fetched_at": "2026-08-28T04:05:05.500602+00:00", "kind": "readme", "missing": false, "url": "https://github.com/patched-codes/patchwork"}, {"content_hash": "1e3ea39bd6addc577d24941f401bfd48d0da2e7b9daac3bd902eab5ef231d992", "fetched_at": "2026-08-29T11:28:20.501174+00:00", "kind": "homepage", "missing": false, "url": "https://patched.codes"}, {"content_hash": "91213fde6a7d95b9c3be9c88ec47cc047d44f824a49cca4156be1cc0becc519f", "fetched_at": "2026-08-29T11:28:20.510375+00:00", "kind": "site_page", "missing": false, "url": "https://patched.codes/changelog"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:58:11.641830+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9fa4d1ea90b71889e481723c62ef0c17a56cfaff1b594c8eeddeef4454e46a9a", "fetched_at": "2026-08-28T04:05:05.500602+00:00", "kind": "readme", "missing": false, "url": "https://github.com/patched-codes/patchwork"}, {"content_hash": "1e3ea39bd6addc577d24941f401bfd48d0da2e7b9daac3bd902eab5ef231d992", "fetched_at": "2026-08-29T11:28:20.501174+00:00", "kind": "homepage", "missing": false, "url": "https://patched.codes"}, {"content_hash": "91213fde6a7d95b9c3be9c88ec47cc047d44f824a49cca4156be1cc0becc519f", "fetched_at": "2026-08-29T11:28:20.510375+00:00", "kind": "site_page", "missing": false, "url": "https://patched.codes/changelog"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 62, "rhythm": 28}, "computed_at": "2026-09-03T02:39:23.370411+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 880, "days_push": 9, "days_rel": 504, "gap_med": 1, "n_releases_24m": 64}, "score": 67, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}