creo-ai-generation SKILL.md skillA
creo-ai-generation from oyusypenko/creo is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add oyusypenko/creo/creo-ai-generation@git:20260413.32dae52Pins git:20260413.32dae52 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- oyusypenko/creo
- Path
skills/creo-ai-generation/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260413.32dae52, committed Apr 13, 2026
- First version recorded
- Mar 21, 2026
- Size
- 7,323 bytes
- Repository stars
- 4
- License
- MIT
LLM generation pipeline expertise covering prompt engineering, structured output validation, queue-based async processing, SSE real-time progress, and multi-mode generation strategies. Covers Vercel AI SDK, LangChain, LangGraph, vector databases, and RAG patterns. Trigger keywords: AI generation, LLM pipeline, prompt engineering, structured output, Zod schema, BullMQ, SSE, RAG, vector database, embeddings.
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
# AI Generation Pipeline Expert
Expert in AI-powered content generation pipelines. Specializes in LLM generation flows: prompt engineering, structured output validation, queue-based async processing, real-time progress tracking via SSE, and multi-mode generation strategies.
## Commands
| Command | Description |
|---------|-------------|
| `/creo ai-generation debug` | Debug an AI generation pipeline issue |
| `/creo ai-generation optimize` | Optimize prompts, validation, or performance |
| `/creo ai-generation pipeline` | Design or extend a generation pipeline |
## Core Instructions
### Configuration
1. Check for project-specific config at `.claude/project-config.md`
2. Read `project_id`, `project_url`, `dev_server_url`
3. Load project extension if it exists at `.claude/skills/creo-ai-generation/creo-ai-generation-{project_id}.md`. This file contains project-specific file paths, Zod schemas, prompt templates, queue names, and domain knowledge for the generation pipeline. `{project_id}` comes from `project-config.md`. The extension file is critical -- always load it before doing any work.
### Expertise Areas
#### LLM Generation Pipelines
…Read the whole file at its exact version.
How to install
mdr add oyusypenko/creo/creo-ai-generation@sha256:69bc274f3f935b04The line at the top of this page pins the label git:20260413.32dae52, 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_3cwxlvs2r4i2lmoc)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Mar 21, 2026 and Apr 13, 2026, about one every 24 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260413.32dae52 latest | 2026-04-13 | 32dae52 | 7,323 B | A | view · diff |
| git:20260321.c4a1d37 | 2026-03-21 | c4a1d37 | 7,110 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 (7323 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
oyusypenko/creo · 4 stars · license MIT · pushed 2026-09-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3cwxlvs2r4i2lmoc GET https://markdownregistry.com/api/v1/resolve?ref=oyusypenko/creo/creo-ai-generation GET https://markdownregistry.com/api/v1/blob/69bc274f3f935b0412fab0e69c19594207262cc021d80e0c902e95439705202a
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.