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Software & AI Copilot

ChatGPT plugin

Build, debug, and review code

View in ChatGPT directory

Software, Data & AI Copilot helps you understand, debug, implement, review, refactor, test, migrate, and harden code across software, data, and AI projects. It works repository-first, follows existing project conventions, preserves APIs and data contracts unless a change is intentional, and favors the smallest correct change. It can review code for correctness and security, plan focused tests, support safer migrations and upgrades, improve data and pipeline code, and help productionize ML and LLM integrations without inventing files, APIs, dependencies, or test results.

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Movement

From our daily snapshots over the last 30 days.

Rank by placement

#5298of 8,79341places down24h96places down7d
#5,113#5,334#5,555#5,776Sep 27Oct 3Oct 9Oct 15Oct 21Oct 26

Rank in Developer tools

#476of 7428places down24h26places down7d
#439#461#483#505Sep 27Oct 3Oct 9Oct 15Oct 21Oct 26

In its category

How this plugin compares with others in the same category. Positions are counted within the category, not across the whole directory.

Developer tools476th of 742 by placement
#PluginPosition7d
474ECZ-ID DORA Readiness#529523places up
475Product & App Architect#5297102places down
476Software & AI CopilotThis page#529896places down
477SSOT Check#530734places up
478Software Architect#5322100places down

All 742 Developer tools plugins

Example prompts

  • “Debug this issue using the repository, error, and surrounding code.”
  • “Review this code change for correctness, security, tests, and compatibility.”
  • “Implement this feature with the smallest safe change and a validation plan.”

Skills

  • software-data-ai-copilot

    Repository-first coding workflow for understanding, debugging, implementing, reviewing, refactoring, testing, migrating, and hardening software, data, ML, and LLM code while preserving project contracts and conventions.

Categories
Made by
Krishna Sathvik
Sign-in
On Install
Capabilities
Understand existing repositories before proposing code changes, Debug software, data, and AI code from errors, logs, tests, and surrounding context, Implement focused changes while preserving project architecture and public contracts, Review code for correctness, security, compatibility, concurrency, and maintainability, Refactor code without unnecessary rewrites or unrelated cleanup, Design unit, integration, contract, regression, and targeted end-to-end tests, Plan safer API, schema, dependency, framework, and runtime migrations, Improve SQL, Spark, pipeline, ML, and LLM integration code, Turn notebooks and experiments into testable production-oriented modules, Use current official documentation for version-sensitive APIs, SDKs, and frameworks
Availability
Available
Version
0.1.0
Keywords
coding, software, data, ai, debugging, code-review, testing
Created
September 23, 2026
Sponsorship
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