Skill audit report
developing-incremental-models Audit report.
Develops and troubleshoots dbt incremental models. Use when working with incremental materialization for: (1) Creating new incremental models (choosing strategy, unique_key, partition) (2) Task mentions "incremental", "append", "merge", "upsert", or "late arriving data" (3) Troubleshooting incremental failures (merge errors, partition pruning, schema drift) (4) Optimizing incremental performance or deciding table vs incremental Guides through strategy selection, handles common incremental gotchas.
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
INFO62
124 GitHub stars
Stars/forks activity
WARN57
124 stars, 11 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
18d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
INFO64
command execution surface, database surface
Install availability
PASS92
npx skills add AltimateAI/data-engineering-skills --skill developing-incremental-models
Install command safety
PASS92
standard package or runtime install path
Permission surface
INFO64
shell or command execution, database access
Repository evidence
PASS86
https://github.com/AltimateAI/data-engineering-skills/tree/main/skills/dbt/developing-incremental-models
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add AltimateAI/data-engineering-skills --skill developing-incremental-models
Repository
88
https://github.com/AltimateAI/data-engineering-skills/tree/main/skills/dbt/developing-incremental-models
License
86
MIT
Maintenance
100
18d since push
AI review
55
No explicit setup/requirements section covering dbt version, supported warehouse adapters, or required packages/macros.
README/SKILL.md completeness
84
Usable description available
Dependency risk
64
command execution surface, database surface
Install command safety
92
standard package or runtime install path
Permission surface
64
shell or command execution, database access
Stars/forks activity
57
124 stars, 11 forks; issue activity unavailable in current metadata
Adoption
68
124 GitHub stars
Warnings
- No explicit setup/requirements section covering dbt version, supported warehouse adapters, or required packages/macros.
- Examples use generic placeholders like `source('schema', 'table')`, which may be ambiguous for agents without real relation names.
- Unique key verification examples only check the source table; duplicate keys in the target table can also cause merge failures and should be checked explicitly.
- Quality score needs review
- Stars/forks activity: 124 stars, 11 forks; issue activity unavailable in current metadata
Method
This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.
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