Where this stands
Case study in progress. Target completion: 2027-01-31. The full writeup lands once the research, build, and eval phases are done.
The customer scenario
Marketing or content operations team needs a custom Claude Skill that automates a domain-specific creative workflow with evaluation and quality gates.
My product canvas
This case study is grounded in Reel Generator — an automated viral TikTok pipeline packaged as a custom Claude Skill. Brand voice, format constraints, and quality gates baked into the agentic workflow. Canonical writeup: kaydenlabs.com/work.
Architectural patterns to be demonstrated
- Custom Claude Skill packaging — domain-specific creative workflow as a portable, reusable skill
- Quality gates in an agentic publishing pipeline — script generation → review → voiceover → caption → publish, each gated
- Brand-voice eval methodology — paired-comparison evals against a reference corpus
What you'll find here when it ships
- Architecture diagram
- Eval set with results
- Cost and latency analysis
- Failure modes documented
- "What I'd do differently" retro