bosskuai-data-architecture SKILL.md skillA
bosskuai-data-architecture from wankimmy/bossku-superpowers is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wankimmy/bossku-superpowers/bosskuai-data-architecture@git:20261010.cd73169Pins git:20261010.cd73169 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- wankimmy/bossku-superpowers
- Path
skills/bosskuai-data-architecture/SKILL.md- Versions recorded
- 4
- Latest version
- git:20261010.cd73169, committed Oct 10, 2026
- First version recorded
- Jul 16, 2026
- Size
- 4,157 bytes
- Repository stars
- 22
- License
- MIT
Use when you need data modeling, schema boundaries, migrations, warehouses, analytics pipelines, entity ownership, retention, and correctness tradeoffs in data-intensive systems.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# BosskuAI Data / Schema Architecture Use this skill when the main question is **how data should be shaped, owned, migrated, or analyzed** across the system. ## How this differs from nearby skills - **`bosskuai-software-architecture`**: decides broader component and service boundaries; this skill focuses on the structure and lifecycle of the data itself. - **`bosskuai-business-logic-review`**: checks whether rules are correct; this skill checks whether schemas and pipelines support those rules safely. - **`bosskuai-engineering-delivery`**: implements migrations or models; this skill decides the right data direction first. - **`bosskuai-database-engineering`**: indexes, plans, locking, and online-migration mechanics; this skill decides ownership, lifecycle, and pipelines. ## Mindset - Schema changes are product changes with operational consequences. - Data ownership must be explicit or consistency drifts silently. - Additive migration paths beat big-bang rewrites. - Analytics pipelines are production systems too, not harmless reporting glue. ## Data lenses **Entity ownership** - Which system owns each entity and field? - Are there overlapping writers? …
Read the whole file at its exact version.
How to install
mdr add wankimmy/bossku-superpowers/bosskuai-data-architecture@sha256:0b44348bf1806653The line at the top of this page pins the label git:20261010.cd73169, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_uhnhkcymg5lxpcly)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Jul 16, 2026 and Oct 10, 2026, about one every 28 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261010.cd73169 latest | 2026-10-10 | cd73169 | 4,157 B | A | view · diff |
| git:20260926.9bc2d60 | 2026-09-26 | 9bc2d60 | 4,157 B | A | view · diff |
| git:20260813.53fd4ac | 2026-08-13 | 53fd4ac | 4,005 B | A | view · diff |
| git:20260716.6355db6 | 2026-07-16 | 6355db6 | 1,378 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4157 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
wankimmy/bossku-superpowers · 22 stars · license MIT · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_uhnhkcymg5lxpcly GET https://markdownregistry.com/api/v1/resolve?ref=wankimmy/bossku-superpowers/bosskuai-data-architecture GET https://markdownregistry.com/api/v1/blob/0b44348bf18066538504496c13ad0d82f888a7debb6ac0ea91736605cf6222ee
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.