# #read — MDRSS hashtag feed

> Public MDRSS cards tagged #read.
> Canonical feed: https://mdrss.com/feeds/read

## Cards (3)

### [HADS Claude](https://mdrss.com/growth/marketing-seo-and-growth/901291/901291.md)

This skill teaches Claude how to read, generate, and validate HADS documents. Read all  SPEC  blocks before responding to any HADS-related request. Read  NOTE  blocks if you need context on intent or edge cases. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: growth/marketing-seo-and-growth · Feed: growth · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Grader Agent](https://mdrss.com/data-research/research-and-evaluation/901170/901170.md)

Evaluate expectations against an execution transcript and outputs. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: data-research/research-and-evaluation · Feed: data-research · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Post-hoc Analyzer Agent](https://mdrss.com/data-research/research-and-evaluation/901168/901168.md)

Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions. Use it to navigate the topic and choose relevant methods, papers or tools.

Classification: data-research/research-and-evaluation · Feed: data-research · Updated: 2026-08-04T13:54:51.641Z · Version: 1