{"adoption": {"forks": 405, "observed_at": "2026-08-28T04:09:51.343879+00:00", "stars": 6916}, "canonical_url": "https://ross.abutalabs.com/products/waza", "card": {"archived": false, "artifact_type": "learning-resource", "description": "🥷 Engineering habits you already know, turned into skills Claude can run.", "domain": ["developer-tools", "artificial-intelligence", "tutorials"], "enriched": true, "function": ["developer-tools", "agent-framework", "prompt-engineering", "documentation"], "health_score": 100, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["tw93/Waza"], "name": "tw93/Waza", "platform": ["cli", "cross-platform"], "pushed_at": "2026-08-25T06:31:07+00:00", "repo": "tw93/Waza", "stars": 6916, "tags": ["claude-code", "claude-skills", "codex", "engineering-habits", "slash-commands", "ai-workflows", "ai-agents"], "topics": ["claude", "claude-code", "des", "design", "engineer", "lear", "skil", "skills", "superpowers"], "urls": [], "use_cases": ["install engineering skills for claude code", "get a structured debugging workflow for ai agents", "make claude code review my diffs before merging", "improve ai-generated ui design quality", "learn unfamiliar domains with a research workflow", "rewrite prose to sound natural with ai", "read urls and pdfs inside claude code"], "what_it_is": "Waza is a collection of installable skills that turn common engineering habits into slash-command playbooks for AI coding agents like Claude Code and Codex. Each skill (e.g., /think, /ui, /check, /hunt) encodes a structured workflow for planning, UI building, code review, debugging, writing, and research.", "when_to_avoid": ["you don't use AI coding agents like Claude Code or Codex", "you need a standalone application rather than agent skills", "you prefer fully custom prompts over curated skill playbooks"], "when_to_choose": ["you use Claude Code or Codex daily and want repeatable engineering workflows", "you want opinionated playbooks for planning, debugging, and code review", "you want to standardize how your AI agent handles common tasks"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/waza", "repo": "tw93/Waza", "role": "main", "score": 82}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.343879+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:41:27.214246+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5663dc9143874c03da7163d4cd3b0789fea56ecbd3f645869af31436c80cf7b3", "fetched_at": "2026-08-28T04:09:51.343879+00:00", "kind": "readme", "missing": false, "url": "https://github.com/tw93/Waza"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.343879+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:41:27.214246+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5663dc9143874c03da7163d4cd3b0789fea56ecbd3f645869af31436c80cf7b3", "fetched_at": "2026-08-28T04:09:51.343879+00:00", "kind": "readme", "missing": false, "url": "https://github.com/tw93/Waza"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:41:27.214246+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5663dc9143874c03da7163d4cd3b0789fea56ecbd3f645869af31436c80cf7b3", "fetched_at": "2026-08-28T04:09:51.343879+00:00", "kind": "readme", "missing": false, "url": "https://github.com/tw93/Waza"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.343879+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.343879+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.343879+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:41:27.214246+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5663dc9143874c03da7163d4cd3b0789fea56ecbd3f645869af31436c80cf7b3", "fetched_at": "2026-08-28T04:09:51.343879+00:00", "kind": "readme", "missing": false, "url": "https://github.com/tw93/Waza"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.343879+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.343879+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:41:27.214246+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5663dc9143874c03da7163d4cd3b0789fea56ecbd3f645869af31436c80cf7b3", "fetched_at": "2026-08-28T04:09:51.343879+00:00", "kind": "readme", "missing": false, "url": "https://github.com/tw93/Waza"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.343879+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.343879+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.343879+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:41:27.214246+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5663dc9143874c03da7163d4cd3b0789fea56ecbd3f645869af31436c80cf7b3", "fetched_at": "2026-08-28T04:09:51.343879+00:00", "kind": "readme", "missing": false, "url": "https://github.com/tw93/Waza"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.343879+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.343879+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:41:27.214246+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5663dc9143874c03da7163d4cd3b0789fea56ecbd3f645869af31436c80cf7b3", "fetched_at": "2026-08-28T04:09:51.343879+00:00", "kind": "readme", "missing": false, "url": "https://github.com/tw93/Waza"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:41:27.214246+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5663dc9143874c03da7163d4cd3b0789fea56ecbd3f645869af31436c80cf7b3", "fetched_at": "2026-08-28T04:09:51.343879+00:00", "kind": "readme", "missing": false, "url": "https://github.com/tw93/Waza"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:41:27.214246+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5663dc9143874c03da7163d4cd3b0789fea56ecbd3f645869af31436c80cf7b3", "fetched_at": "2026-08-28T04:09:51.343879+00:00", "kind": "readme", "missing": false, "url": "https://github.com/tw93/Waza"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:41:27.214246+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5663dc9143874c03da7163d4cd3b0789fea56ecbd3f645869af31436c80cf7b3", "fetched_at": "2026-08-28T04:09:51.343879+00:00", "kind": "readme", "missing": false, "url": "https://github.com/tw93/Waza"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 12, "rhythm": 99}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["young"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 175, "days_push": 8, "days_rel": 10, "gap_med": 2, "n_releases_24m": 40}, "score": 82, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}