{"adoption": {"forks": 602, "observed_at": "2026-08-28T04:07:31.022868+00:00", "stars": 2940}, "canonical_url": "https://ross.abutalabs.com/products/pyyaml", "card": {"archived": false, "artifact_type": "library", "description": "Canonical source repository for PyYAML", "domain": ["developer-tools", "files", "backend"], "enriched": true, "function": ["serialization", "parser"], "health_score": 88, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "stable", "member_repos": ["yaml/pyyaml"], "name": "yaml/pyyaml", "platform": ["python", "cross-platform"], "pushed_at": "2026-06-17T22:18:20+00:00", "repo": "yaml/pyyaml", "stars": 2940, "tags": ["yaml", "config-files", "libyaml-bindings"], "topics": ["python", "yaml"], "urls": [], "use_cases": ["parse yaml config files in python", "load yaml into python dicts", "dump python objects to yaml", "safely parse untrusted yaml", "read kubernetes manifests with python", "convert yaml to  in python"], "what_it_is": "PyYAML is the canonical full-featured YAML parser and emitter library for Python, with optional fast LibYAML C bindings. It supports loading and dumping YAML documents, including a safe_load mode for untrusted input.", "when_to_avoid": ["you need YAML 1.2 support with strict spec compliance", "you are not working in Python", "you need streaming processing of extremely large YAML files"], "when_to_choose": ["you need to read or write YAML in Python", "you want the de facto standard, mature YAML library for Python", "you need safe parsing of untrusted YAML input", "you want fast parsing via optional LibYAML bindings"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/pyyaml", "repo": "yaml/pyyaml", "role": "main", "score": 66}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:31.022868+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T07:32:57.951464+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a4cf2535f29f3221cb95546aa8acac7d5050b202c66083a3b87a0b63ac15b1e0", "fetched_at": "2026-08-28T04:07:31.022868+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yaml/pyyaml"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:31.022868+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T07:32:57.951464+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a4cf2535f29f3221cb95546aa8acac7d5050b202c66083a3b87a0b63ac15b1e0", "fetched_at": "2026-08-28T04:07:31.022868+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yaml/pyyaml"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T07:32:57.951464+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a4cf2535f29f3221cb95546aa8acac7d5050b202c66083a3b87a0b63ac15b1e0", "fetched_at": "2026-08-28T04:07:31.022868+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yaml/pyyaml"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:31.022868+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:31.022868+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:31.022868+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T07:32:57.951464+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a4cf2535f29f3221cb95546aa8acac7d5050b202c66083a3b87a0b63ac15b1e0", "fetched_at": "2026-08-28T04:07:31.022868+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yaml/pyyaml"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:31.022868+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:31.022868+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T07:32:57.951464+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a4cf2535f29f3221cb95546aa8acac7d5050b202c66083a3b87a0b63ac15b1e0", "fetched_at": "2026-08-28T04:07:31.022868+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yaml/pyyaml"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:31.022868+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:31.022868+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:31.022868+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T07:32:57.951464+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a4cf2535f29f3221cb95546aa8acac7d5050b202c66083a3b87a0b63ac15b1e0", "fetched_at": "2026-08-28T04:07:31.022868+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yaml/pyyaml"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:31.022868+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:31.022868+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T07:32:57.951464+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a4cf2535f29f3221cb95546aa8acac7d5050b202c66083a3b87a0b63ac15b1e0", "fetched_at": "2026-08-28T04:07:31.022868+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yaml/pyyaml"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T07:32:57.951464+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a4cf2535f29f3221cb95546aa8acac7d5050b202c66083a3b87a0b63ac15b1e0", "fetched_at": "2026-08-28T04:07:31.022868+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yaml/pyyaml"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T07:32:57.951464+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a4cf2535f29f3221cb95546aa8acac7d5050b202c66083a3b87a0b63ac15b1e0", "fetched_at": "2026-08-28T04:07:31.022868+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yaml/pyyaml"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T07:32:57.951464+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a4cf2535f29f3221cb95546aa8acac7d5050b202c66083a3b87a0b63ac15b1e0", "fetched_at": "2026-08-28T04:07:31.022868+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yaml/pyyaml"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 88, "longevity": 100, "rhythm": 17}, "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": 5417, "days_push": 77, "days_rel": 342, "gap_med": null, "n_releases_24m": 1}, "score": 66, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}