rill-model

Detailed instructions and examples for developing model resources in Rill

1.41x

Quality

36%

Does it follow best practices?

Impact

96%

1.41x

Average score across 3 eval scenarios

Securityby

Advisory

Suggest reviewing before use

Optimize this skill with Tessl

npx tessl skill review --optimize ./skills/rill-model/SKILL.md

Evaluation results

100%

49%

Ad Impressions Analytics Pipeline

ClickHouse model column schema and indexes

Criteria

Without context

With context

order_by present

100%

LowCardinality for country

100%

LowCardinality for device_type

100%

LowCardinality for campaign_id

100%

S3 env var templating

20%

100%

TTL configured

80%

100%

bloom_filter index

100%

set index

100%

No explicit MergeTree

100%

Partition-based incremental

60%

100%

Correct partition URI in SQL

16%

100%

No trailing semicolon

100%

22%

GitHub Event Log Pipeline

Incremental model with dev partition limits

Criteria

Without context

With context

Partition-based not state-based

100%

Dev partition on source model

100%

Dev limit is time range

40%

100%

No dev partition on derived model

100%

partition: directory with wildcard URI

100%

Correct partition template variable

100%

Cron refresh on source

100%

materialize: true on source

100%

materialize: false on derived

100%

No trailing semicolons

100%

ref usage in derived model

100%

90%

14%

Sales Dashboard Prototype

Synthetic data model for prototyping

Criteria

Without context

With context

Timestamp column present

100%

Row count ~10,000

100%

6-12 months of historical data

100%

Timestamps spread realistically

100%

Multiple dimension columns

100%

Realistic category distributions

100%

Numeric measure column

100%

Correct materialization

100%

No trailing semicolon

100%

type: model declared

100%

Repository: rilldata/agent-skills
Commit: e7c833e

Evaluated: 17 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Ad Impressions Analytics Pipeline GitHub Event Log Pipeline Sales Dashboard Prototype

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