dataverse-python-advanced-patterns

Generate production code for Dataverse SDK using advanced patterns, error handling, and optimization techniques.

Get it through your agent npx skills add github/awesome-copilot@dataverse-python-advanced-patterns

Skill instructions

Rendered from the published SKILL.md, 13 lines.

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.

Call the Graph-of-Skills MCP server's retrieve_skill_bundle tool and it returns this skill's text inside your budget.

{
  "tool": "retrieve_skill_bundle",
  "arguments": {
    "query": "dataverse-python-advanced-patterns"
  }
}

From github/awesome-copilot via skills.sh

dataverse-python-production-code
Generate production-ready Python code using Dataverse SDK with error handling, optimization, and best practices
9,807 installs
dataverse-python-quickstart
Generate Python SDK setup + CRUD + bulk + paging snippets using official patterns.
8,733 installs
bigquery-bigframes
Generates Python code using BigQuery DataFrames (BigFrames). Use by default for any Python data task involving BigQuery, including data processing, analysis, and machine learning. Don't use for SQL-first workflows or the google-cloud-bigquery client library — use bigquery-basics.
6,444 installs
database-migrations
Safe, reversible database migration patterns: forward-only production changes, expand-contract zero-downtime renames, concurrent indexes, batched backfills, and per-tool workflows for PostgreSQL, Prisma, Drizzle, Kysely, Django, and golang-migrate. Use when writing a schema or data migration, adding a column or index to a large table, planning a rollback, or preparing a zero-downtime deploy.
11,727 installs
error-handling-patterns
Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling, designing APIs, or improving application reliability.
22,985 installs

git-commit
Use this skill when the user wants to make a Git commit or split changes into more than one commit. Also use it when the user types "/commit" or asks for a conventional commit. The skill examines the diff, stages the related files, writes a Conventional Commits message, and runs git commit. Do not use it when the user wants only a commit message and no commit. Do not use it to push, open a pull request, rebase, or change the commit history.
47,205 installs
excalidraw-diagram-generator
Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw.
31,648 installs
multi-stage-dockerfile
Create optimized multi-stage Dockerfiles for any language or framework
29,715 installs
documentation-writer
Diátaxis Documentation Expert. An expert technical writer specializing in creating high-quality software documentation, guided by the principles and structure of the Diátaxis technical documentation authoring framework.
27,778 installs
prd
Generate high-quality Product Requirements Documents (PRDs) for software systems and AI-powered features. Includes executive summaries, user stories, technical specifications, and risk analysis.
24,052 installs

Content is provided as published by its creators; you are responsible for how you use it.

To request removal, use the contact form.