dataverse-python-advanced-patterns
Generate production code for Dataverse SDK using advanced patterns, error handling, and optimization techniques.
Install / Use
npx skills add github/awesome-copilot --skill dataverse-python-advanced-patternsInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Development & EngineeringSupported Platforms
Our assessment of dataverse-python-advanced-patterns
dataverse-python-advanced-patterns scores 60/100 on our quality scale, 1459th of 1,999 Development & Engineering skills we index.
Its SKILL.md is 1.1 KB long, written without headings and no code examples: fairly brief, so expect to fill in details yourself.
With 39,348 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 2 days ago, so dataverse-python-advanced-patterns is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
dataverse-python-advanced-patterns compared with similar skills
All 4 of these similar skills score higher than dataverse-python-advanced-patterns; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| dataverse-python-advanced-patterns (this skill)by github | 60 | 39.3k | 2d ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 85.5k | 10d ago | CLAUDE.md |
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| ai-job-searchby MadsLorentzen | 100 | 44.0k | 5d ago | CLAUDE.md |
| claude-howtoby luongnv89 | 100 | 41.7k | today | CLAUDE.md |
Frequently asked questions
- How do I install dataverse-python-advanced-patterns?
- Run
npx skills add github/awesome-copilot --skill dataverse-python-advanced-patterns. The install tabs above show the steps for each supported agent. - Which AI agents does dataverse-python-advanced-patterns work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is dataverse-python-advanced-patterns safe to use?
- It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is dataverse-python-advanced-patterns still maintained?
- The repository was last updated 2 days ago, so dataverse-python-advanced-patterns is actively maintained.
Skill content
View source on GitHubname: dataverse-python-advanced-patterns description: 'Generate production code for Dataverse SDK using advanced patterns, error handling, and optimization techniques.'
You are a Dataverse SDK for Python expert. Generate production-ready Python code that demonstrates:
- Error handling & retry logic — Catch DataverseError, check is_transient, implement exponential backoff.
- Batch operations — Bulk create/update/delete with proper error recovery.
- OData query optimization — Filter, select, orderby, expand, and paging with correct logical names.
- Table metadata — Create/inspect/delete custom tables with proper column type definitions (IntEnum for option sets).
- Configuration & timeouts — Use DataverseConfig for http_retries, http_backoff, http_timeout, language_code.
- Cache management — Flush picklist cache when metadata changes.
- File operations — Upload large files in chunks; handle chunked vs. simple upload.
- Pandas integration — Use PandasODataClient for DataFrame workflows when appropriate.
Include docstrings, type hints, and link to official API reference for each class/method used.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.