{"adoption": {"forks": 266, "observed_at": "2026-08-28T04:03:16.657784+00:00", "stars": 1025}, "canonical_url": "https://ross.abutalabs.com/products/ralph-playbook", "card": {"archived": false, "artifact_type": "learning-resource", "description": "A comprehensive guide to running autonomous AI coding loops using Geoff Huntley's Ralph methodology. View as formatted guide below 👇", "domain": ["artificial-intelligence", "developer-tools", "tutorials"], "enriched": true, "function": ["developer-tools", "agent-framework", "workflow-automation", "documentation"], "health_score": 62, "homepage": "https://claytonfarr.github.io/ralph-playbook/", "language": "HTML", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["ClaytonFarr/ralph-playbook"], "name": "ClaytonFarr/ralph-playbook", "platform": ["cross-platform", "cli"], "pushed_at": "2026-03-06T21:56:54+00:00", "repo": "ClaytonFarr/ralph-playbook", "stars": 1025, "tags": ["ralph-methodology", "autonomous-coding", "ai-coding-loops", "claude", "playbook", "guide", "prompt-engineering", "ai-agents", "automation"], "topics": [], "urls": [], "use_cases": ["learn how to run autonomous AI coding loops", "set up the Ralph methodology with Claude", "structure prompts and specs for AI coding agents", "understand file-based state for AI agent loops", "find best practices for continuous AI coding iterations", "guide my team through agentic coding workflows"], "what_it_is": "A comprehensive HTML-based guide/playbook explaining how to run autonomous AI coding loops using Geoff Huntley's Ralph methodology. It organizes the workflow, key principles, and loop mechanics (file-based state, PROMPT.md, AGENTS.md, implementation plans) for putting the technique into practice.", "when_to_avoid": ["you need runnable software or tooling rather than documentation", "you're looking for a general AI agent framework or library", "you prefer interactive tutorials over a written guide"], "when_to_choose": ["you want a curated, detailed explanation of the Ralph autonomous coding technique", "you're adopting agentic coding loops and need workflow structure and file conventions", "you want guidance sourced directly from the methodology's originator"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/ralph-playbook", "repo": "ClaytonFarr/ralph-playbook", "role": "main", "score": 47}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:16.657784+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T07:08:01.519694+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3db0a051c527f468b96e2eaefcbd77099d08510f9ac081b7667762537c209e79", "fetched_at": "2026-08-28T04:03:16.657784+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ClaytonFarr/ralph-playbook"}, {"content_hash": "b43790c973e8f4c473c4d06eecfa060cfecb2686a86aeca9a96f8c81411aeade", "fetched_at": "2026-08-29T13:08:13.200362+00:00", "kind": "homepage", "missing": false, "url": "https://claytonfarr.github.io/ralph-playbook/"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:16.657784+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T07:08:01.519694+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3db0a051c527f468b96e2eaefcbd77099d08510f9ac081b7667762537c209e79", "fetched_at": "2026-08-28T04:03:16.657784+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ClaytonFarr/ralph-playbook"}, {"content_hash": "b43790c973e8f4c473c4d06eecfa060cfecb2686a86aeca9a96f8c81411aeade", "fetched_at": "2026-08-29T13:08:13.200362+00:00", "kind": "homepage", "missing": false, "url": "https://claytonfarr.github.io/ralph-playbook/"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T07:08:01.519694+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3db0a051c527f468b96e2eaefcbd77099d08510f9ac081b7667762537c209e79", "fetched_at": "2026-08-28T04:03:16.657784+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ClaytonFarr/ralph-playbook"}, {"content_hash": "b43790c973e8f4c473c4d06eecfa060cfecb2686a86aeca9a96f8c81411aeade", "fetched_at": "2026-08-29T13:08:13.200362+00:00", "kind": "homepage", "missing": false, "url": "https://claytonfarr.github.io/ralph-playbook/"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:16.657784+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:16.657784+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:16.657784+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T07:08:01.519694+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3db0a051c527f468b96e2eaefcbd77099d08510f9ac081b7667762537c209e79", "fetched_at": "2026-08-28T04:03:16.657784+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ClaytonFarr/ralph-playbook"}, {"content_hash": "b43790c973e8f4c473c4d06eecfa060cfecb2686a86aeca9a96f8c81411aeade", "fetched_at": "2026-08-29T13:08:13.200362+00:00", "kind": "homepage", "missing": false, "url": "https://claytonfarr.github.io/ralph-playbook/"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:16.657784+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:16.657784+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T07:08:01.519694+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3db0a051c527f468b96e2eaefcbd77099d08510f9ac081b7667762537c209e79", "fetched_at": "2026-08-28T04:03:16.657784+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ClaytonFarr/ralph-playbook"}, {"content_hash": "b43790c973e8f4c473c4d06eecfa060cfecb2686a86aeca9a96f8c81411aeade", "fetched_at": "2026-08-29T13:08:13.200362+00:00", "kind": "homepage", "missing": false, "url": "https://claytonfarr.github.io/ralph-playbook/"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:16.657784+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:16.657784+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:16.657784+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T07:08:01.519694+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3db0a051c527f468b96e2eaefcbd77099d08510f9ac081b7667762537c209e79", "fetched_at": "2026-08-28T04:03:16.657784+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ClaytonFarr/ralph-playbook"}, {"content_hash": "b43790c973e8f4c473c4d06eecfa060cfecb2686a86aeca9a96f8c81411aeade", "fetched_at": "2026-08-29T13:08:13.200362+00:00", "kind": "homepage", "missing": false, "url": "https://claytonfarr.github.io/ralph-playbook/"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:16.657784+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:16.657784+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T07:08:01.519694+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3db0a051c527f468b96e2eaefcbd77099d08510f9ac081b7667762537c209e79", "fetched_at": "2026-08-28T04:03:16.657784+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ClaytonFarr/ralph-playbook"}, {"content_hash": "b43790c973e8f4c473c4d06eecfa060cfecb2686a86aeca9a96f8c81411aeade", "fetched_at": "2026-08-29T13:08:13.200362+00:00", "kind": "homepage", "missing": false, "url": "https://claytonfarr.github.io/ralph-playbook/"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T07:08:01.519694+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3db0a051c527f468b96e2eaefcbd77099d08510f9ac081b7667762537c209e79", "fetched_at": "2026-08-28T04:03:16.657784+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ClaytonFarr/ralph-playbook"}, {"content_hash": "b43790c973e8f4c473c4d06eecfa060cfecb2686a86aeca9a96f8c81411aeade", "fetched_at": "2026-08-29T13:08:13.200362+00:00", "kind": "homepage", "missing": false, "url": "https://claytonfarr.github.io/ralph-playbook/"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T07:08:01.519694+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3db0a051c527f468b96e2eaefcbd77099d08510f9ac081b7667762537c209e79", "fetched_at": "2026-08-28T04:03:16.657784+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ClaytonFarr/ralph-playbook"}, {"content_hash": "b43790c973e8f4c473c4d06eecfa060cfecb2686a86aeca9a96f8c81411aeade", "fetched_at": "2026-08-29T13:08:13.200362+00:00", "kind": "homepage", "missing": false, "url": "https://claytonfarr.github.io/ralph-playbook/"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T07:08:01.519694+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3db0a051c527f468b96e2eaefcbd77099d08510f9ac081b7667762537c209e79", "fetched_at": "2026-08-28T04:03:16.657784+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ClaytonFarr/ralph-playbook"}, {"content_hash": "b43790c973e8f4c473c4d06eecfa060cfecb2686a86aeca9a96f8c81411aeade", "fetched_at": "2026-08-29T13:08:13.200362+00:00", "kind": "homepage", "missing": false, "url": "https://claytonfarr.github.io/ralph-playbook/"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 70, "longevity": 16, "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": 236, "days_push": 180, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 47, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}