{"id":47796157,"url":"https://github.com/bcbeidel/dos","last_synced_at":"2026-04-09T06:01:09.533Z","repository":{"id":346064949,"uuid":"1188341689","full_name":"bcbeidel/dos","owner":"bcbeidel","description":"Experimental AI skills library for data work","archived":false,"fork":false,"pushed_at":"2026-03-22T13:52:08.000Z","size":73,"stargazers_count":0,"open_issues_count":1,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-03-22T18:07:35.841Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/bcbeidel.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":"AGENTS.md","dco":null,"cla":null}},"created_at":"2026-03-22T00:02:29.000Z","updated_at":"2026-03-22T02:44:16.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/bcbeidel/dos","commit_stats":null,"previous_names":["bcbeidel/dos"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/bcbeidel/dos","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bcbeidel%2Fdos","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bcbeidel%2Fdos/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bcbeidel%2Fdos/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bcbeidel%2Fdos/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bcbeidel","download_url":"https://codeload.github.com/bcbeidel/dos/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bcbeidel%2Fdos/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31362723,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-03T15:19:21.178Z","status":"ssl_error","status_checked_at":"2026-04-03T15:19:20.670Z","response_time":107,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2026-04-03T16:24:09.271Z","updated_at":"2026-04-03T16:24:13.933Z","avatar_url":"https://github.com/bcbeidel.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# dos\n\n\u003e **Experimental** — this repository is a work in progress and subject to breaking changes.\n\nA Claude Code plugin housing skills for facilitating data engineering work.\n\n## Installation\n\n```bash\nclaude plugin install dos\n```\n\nOr for local development:\n\n```bash\nclaude --plugin-dir ./dos\n```\n\n## Skills\n\nSkills are namespaced under `dos:` and invocable as `/dos:\u003cskill-name\u003e`.\n\n| Skill | Description |\n|-------|-------------|\n| `dos:evaluate-source` | Assess a data source's technical characteristics before pipeline construction. |\n| `dos:scope-data-product` | Define what a data product needs to be, driven by consumption intent. |\n| `dos:select-model` | Choose a data modeling approach (Kimball, Data Vault, OBT) based on constraints. |\n| `dos:define-contract` | Define or update an ODCS v3.1-aligned data contract for a data product. |\n| `dos:assess-quality` | Set up quality engineering with dimensions, scoring, and validation tooling. |\n| `dos:design-pipeline` | Architecture a data pipeline from source to serving layer. |\n| `dos:implement-source` | Generate dlt pipeline code and dbt source definitions from data product artifacts. |\n| `dos:implement-models` | Generate dbt models, schema YAMLs, tests, and contract enforcement from data product artifacts. |\n| `dos:review-pipeline` | Audit an existing data pipeline against best practices. |\n\n## Workflow\n\nSkills chain together — each produces artifacts that downstream skills consume. Start anywhere; skills work independently but are most effective in sequence.\n\n```\n  Discover          Scope            Design              Build           Verify\n┌────────────┐  ┌─────────────┐  ┌───────────────┐  ┌──────────────┐  ┌─────────────┐\n│ evaluate-  │─▶│ scope-data- │─▶│ select-model  │  │ implement-   │  │ review-     │\n│ source     │  │ product     │  │ define-       │─▶│ source (EL)  │─▶│ pipeline    │\n│            │  │             │─▶│  contract     │  │              │  │             │\n│            │  │             │  │ assess-       │  ├──────────────┤  │             │\n│            │  │             │─▶│  quality      │─▶│ implement-   │─▶│             │\n│            │  │             │  │ design-       │  │ models (T)   │  │             │\n│            │  │             │─▶│  pipeline     │─▶│              │  │             │\n└────────────┘  └─────────────┘  └───────────────┘  └──────────────┘  └─────────────┘\n```\n\n**Typical flow:**\n\n1. `/dos:evaluate-source` — assess a source system (e.g., `postgres-orders-db`)\n2. `/dos:scope-data-product` — define what the data product needs to be\n3. `/dos:define-contract` + `/dos:assess-quality` + `/dos:design-pipeline` — specify the contract, quality rules, and architecture (any order)\n4. `/dos:implement-source` — generate dlt pipeline + dbt source YAML\n5. `/dos:implement-models` — generate dbt models, tests, and contract enforcement\n6. `/dos:review-pipeline` — audit the result; findings loop back to upstream skills\n\nEach skill checks for existing artifacts and adjusts its workflow accordingly. You don't have to start from step 1 — jump in wherever your project is.\n\n## Feedback\n\nAfter using a skill, [file feedback](../../issues/new?template=skill-feedback.yml) to help improve it. Report what worked, what didn't, and suggestions.\n\n## Development\n\nSkills live in `skills/\u003cskill-name\u003e/SKILL.md`. Each skill directory may also contain supporting scripts and reference docs.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbcbeidel%2Fdos","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbcbeidel%2Fdos","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbcbeidel%2Fdos/lists"}