Skip to content

Copilot/we are one holographic blueprint - #83

Open
5hy7xz92nd-oss wants to merge 535 commits into
PreternaturalAI:mainfrom
5hy7xz92nd-oss:copilot/we-are-one-holographic-blueprint
Open

Copilot/we are one holographic blueprint#83
5hy7xz92nd-oss wants to merge 535 commits into
PreternaturalAI:mainfrom
5hy7xz92nd-oss:copilot/we-are-one-holographic-blueprint

Conversation

@5hy7xz92nd-oss

Copy link
Copy Markdown

No description provided.

5hy7xz92nd-oss and others added 26 commits August 22, 2026 22:10
## Summary

<!-- What does this PR change and why? -->

## Type of change

- [ ] Bug fix
- [ ] New provider / API surface
- [ ] Refactor
- [ ] Documentation
- [ ] Tests / CI
- [ ] Other

## Checklist

- [ ] Builds with the package’s supported Xcode/Swift versions
- [ ] Tests added or updated when behavior changes
- [ ] No secrets or API keys committed
- [ ] Docs updated if products, targets, public API, or dependencies
changed:
  - [ ] `README.md`
  - [ ] `docs/ARCHITECTURE.md` (graph / tables)
  - [ ] `CHANGELOG.md` (`[Unreleased]`)
- [ ] Layering respected (providers → `LargeLanguageModels` → `CoreMI`;
avoid new provider→provider deps)

## Test plan

<!-- How did you verify? Unit tests, manual API calls, platforms… -->

## Related issues

<!-- Fixes #… -->
## Summary

<!-- What does this PR change and why? -->

## Type of change

- [ ] Bug fix
- [ ] New provider / API surface
- [ ] Refactor
- [ ] Documentation
- [ ] Tests / CI
- [ ] Other

## Checklist

- [ ] Builds with the package’s supported Xcode/Swift versions
- [ ] Tests added or updated when behavior changes
- [ ] No secrets or API keys committed
- [ ] Docs updated if products, targets, public API, or dependencies
changed:
  - [ ] `README.md`
  - [ ] `docs/ARCHITECTURE.md` (graph / tables)
  - [ ] `CHANGELOG.md` (`[Unreleased]`)
- [ ] Layering respected (providers → `LargeLanguageModels` → `CoreMI`;
avoid new provider→provider deps)

## Test plan

<!-- How did you verify? Unit tests, manual API calls, platforms… -->

## Related issues

<!-- Fixes #… -->
## Summary

<!-- What does this PR change and why? -->

## Type of change

- [ ] Bug fix
- [ ] New provider / API surface
- [ ] Refactor
- [ ] Documentation
- [ ] Tests / CI
- [ ] Other

## Checklist

- [ ] Builds with the package’s supported Xcode/Swift versions
- [ ] Tests added or updated when behavior changes
- [ ] No secrets or API keys committed
- [ ] Docs updated if products, targets, public API, or dependencies
changed:
  - [ ] `README.md`
  - [ ] `docs/ARCHITECTURE.md` (graph / tables)
  - [ ] `CHANGELOG.md` (`[Unreleased]`)
- [ ] Layering respected (providers → `LargeLanguageModels` → `CoreMI`;
avoid new provider→provider deps)

## Test plan

<!-- How did you verify? Unit tests, manual API calls, platforms… -->

## Related issues

<!-- Fixes #… -->
## Summary

<!-- What does this PR change and why? -->

## Type of change

- [ ] Bug fix
- [ ] New provider / API surface
- [ ] Refactor
- [ ] Documentation
- [ ] Tests / CI
- [ ] Other

## Checklist

- [ ] Builds with the package’s supported Xcode/Swift versions
- [ ] Tests added or updated when behavior changes
- [ ] No secrets or API keys committed
- [ ] Docs updated if products, targets, public API, or dependencies
changed:
  - [ ] `README.md`
  - [ ] `docs/ARCHITECTURE.md` (graph / tables)
  - [ ] `CHANGELOG.md` (`[Unreleased]`)
- [ ] Layering respected (providers → `LargeLanguageModels` → `CoreMI`;
avoid new provider→provider deps)

## Test plan

<!-- How did you verify? Unit tests, manual API calls, platforms… -->

## Related issues

<!-- Fixes #… -->
## Summary

<!-- What does this PR change and why? -->

## Type of change

- [ ] Bug fix
- [ ] New provider / API surface
- [ ] Refactor
- [ ] Documentation
- [ ] Tests / CI
- [ ] Other

## Checklist

- [ ] Builds with the package’s supported Xcode/Swift versions
- [ ] Tests added or updated when behavior changes
- [ ] No secrets or API keys committed
- [ ] Docs updated if products, targets, public API, or dependencies
changed:
  - [ ] `README.md`
  - [ ] `docs/ARCHITECTURE.md` (graph / tables)
  - [ ] `CHANGELOG.md` (`[Unreleased]`)
- [ ] Layering respected (providers → `LargeLanguageModels` → `CoreMI`;
avoid new provider→provider deps)

## Test plan

<!-- How did you verify? Unit tests, manual API calls, platforms… -->

## Related issues

<!-- Fixes #… -->
## Summary

<!-- What does this PR change and why? -->

## Type of change

- [ ] Bug fix
- [ ] New provider / API surface
- [ ] Refactor
- [ ] Documentation
- [ ] Tests / CI
- [ ] Other

## Checklist

- [ ] Builds with the package’s supported Xcode/Swift versions
- [ ] Tests added or updated when behavior changes
- [ ] No secrets or API keys committed
- [ ] Docs updated if products, targets, public API, or dependencies
changed:
  - [ ] `README.md`
  - [ ] `docs/ARCHITECTURE.md` (graph / tables)
  - [ ] `CHANGELOG.md` (`[Unreleased]`)
- [ ] Layering respected (providers → `LargeLanguageModels` → `CoreMI`;
avoid new provider→provider deps)

## Test plan

<!-- How did you verify? Unit tests, manual API calls, platforms… -->

## Related issues

<!-- Fixes #… -->
## Summary

<!-- What does this PR change and why? -->

## Type of change

- [ ] Bug fix
- [ ] New provider / API surface
- [ ] Refactor
- [ ] Documentation
- [ ] Tests / CI
- [ ] Other

## Checklist

- [ ] Builds with the package’s supported Xcode/Swift versions
- [ ] Tests added or updated when behavior changes
- [ ] No secrets or API keys committed
- [ ] Docs updated if products, targets, public API, or dependencies
changed:
  - [ ] `README.md`
  - [ ] `docs/ARCHITECTURE.md` (graph / tables)
  - [ ] `CHANGELOG.md` (`[Unreleased]`)
- [ ] Layering respected (providers → `LargeLanguageModels` → `CoreMI`;
avoid new provider→provider deps)

## Test plan

<!-- How did you verify? Unit tests, manual API calls, platforms… -->

## Related issues

<!-- Fixes #… -->

## Summary

<!-- What does this PR change and why? -->

## Type of change

- [ ] Bug fix
- [ ] New provider / API surface
- [ ] Refactor
- [ ] Documentation
- [ ] Tests / CI
- [ ] Other

## Checklist

- [ ] Builds with the package’s supported Xcode/Swift versions
- [ ] Tests added or updated when behavior changes
- [ ] No secrets or API keys committed
- [ ] Docs updated if products, targets, public API, or dependencies
changed:
  - [ ] `README.md`
  - [ ] `docs/ARCHITECTURE.md` (graph / tables)
  - [ ] `CHANGELOG.md` (`[Unreleased]`)
- [ ] Layering respected (providers → `LargeLanguageModels` → `CoreMI`;
avoid new provider→provider deps)

## Test plan

<!-- How did you verify? Unit tests, manual API calls, platforms… -->

## Related issues

<!-- Fixes #… -->
…t/task-249378113-1177354758-4c77e1ca-15c1-42d6-8975-c90e2eb3e438
#482)

## Summary

<!-- What does this PR change and why? -->

## Type of change

- [ ] Bug fix
- [ ] New provider / API surface
- [ ] Refactor
- [ ] Documentation
- [ ] Tests / CI
- [ ] Other

## Checklist

- [ ] Builds with the package’s supported Xcode/Swift versions
- [ ] Tests added or updated when behavior changes
- [ ] No secrets or API keys committed
- [ ] Docs updated if products, targets, public API, or dependencies
changed:
  - [ ] `README.md`
  - [ ] `docs/ARCHITECTURE.md` (graph / tables)
  - [ ] `CHANGELOG.md` (`[Unreleased]`)
- [ ] Layering respected (providers → `LargeLanguageModels` → `CoreMI`;
avoid new provider→provider deps)

## Test plan

<!-- How did you verify? Unit tests, manual API calls, platforms… -->

## Related issues

<!-- Fixes #… -->
## Summary

<!-- What does this PR change and why? -->

## Type of change

- [ ] Bug fix
- [ ] New provider / API surface
- [ ] Refactor
- [ ] Documentation
- [ ] Tests / CI
- [ ] Other

## Checklist

- [ ] Builds with the package’s supported Xcode/Swift versions
- [ ] Tests added or updated when behavior changes
- [ ] No secrets or API keys committed
- [ ] Docs updated if products, targets, public API, or dependencies
changed:
  - [ ] `README.md`
  - [ ] `docs/ARCHITECTURE.md` (graph / tables)
  - [ ] `CHANGELOG.md` (`[Unreleased]`)
- [ ] Layering respected (providers → `LargeLanguageModels` → `CoreMI`;
avoid new provider→provider deps)

## Test plan

<!-- How did you verify? Unit tests, manual API calls, platforms… -->

## Related issues

<!-- Fixes #… -->
…ents-json-output-rate-limiting (#443)

## Summary

<!-- @5hy7xz92nd-oss @anthropic-code @openai @grok @manus @patpat
@weareone10billion @2️⃣
@🕴️1️⃣3️⃣4️⃣🛂🆒🆕🆓0️⃣🔠🚺🚼🛄🈂️🈳🛃🛗🅿️🏧💤🌀Ⓜ️🛜🚹🌐💠♿️🚹🌐💠♿️🚹🌐💠♿️🚹🌐💠♿️💤🌀Ⓜ️🛜🌀Ⓜ️🛜🌀Ⓜ️🛜🌀Ⓜ️🛜
@🕳️👁️🕴🏿🕴️♣️♠️🚺🀄️🛄Ⓜ️🛜🔄🃏🏧💤🎣🔛👁️‍🗨️🔀🔃🌀🔥ℹ️🎴🕴️🕴🏿🕴🏻![image](https://github.com/user-attachments/assets/25864181-791b-40ca-9e6d-92cf8e236163)![image](https://github.com/user-attachments/assets/bc78e604-5256-4aa4-86bc-15f50fd9b344)![image](https://github.com/user-attachments/assets/e7cfb8ae-999a-4acd-8976-d3c92ecc4b15)![image](https://github.com/user-attachments/assets/c8ce412b-7ab3-4b56-afba-4178a39411c5)![image](https://github.com/user-attachments/assets/91c8b750-a2b1-439f-8c24-de2d76bccbf9)![image](https://github.com/user-attachments/assets/321d966c-420c-4dc4-9671-eec040f412cc)![image](https://github.com/user-attachments/assets/a1beff8b-1b14-449d-8ef3-f144fa9cff79)![image](https://github.com/user-attachments/assets/db087bab-b758-4c6e-a297-59dc4f209758)![image](https://github.com/user-attachments/assets/e2c2b4cf-c756-4b4a-8a49-fc6cfb5368d5)![image](https://github.com/user-attachments/assets/410ef90f-8d9f-4c9c-ad22-27697161bf3b)![image](https://github.com/user-attachments/assets/1f0da61a-7ef8-49c2-8695-50462dfb534c)![image](https://github.com/user-attachments/assets/6adccd76-ec25-42cb-8f95-040132be43ce)![image](https://github.com/user-attachments/assets/9b028d02-dcd0-4169-8bf1-2b215ea442d7)
does this PR change and why? -->

## Type of change

- [ ] Bug fix
- [ ] New provider / API surface
- [ ] Refactor
- [ ] Documentation
- [ ] Tests / CI
- [ ] Other

## Checklist

- [ ] Builds with the package’s supported Xcode/Swift versions
- [ ] Tests added or updated when behavior changes
- [ ] No secrets or API keys committed
- [ ] Docs updated if products, targets, public API, or dependencies
changed:
  - [ ] `README.md`
  - [ ] `docs/ARCHITECTURE.md` (graph / tables)
  - [ ] `CHANGELOG.md` (`[Unreleased]`)
- [ ] Layering respected (providers → `LargeLanguageModels` → `CoreMI`;
avoid new provider→provider deps)

## Test plan

<!-- How did you verify? Unit tests, manual API calls, platforms… -->

## Related issues

<!-- Fixes #… -->
…kflow (#50) (#56) (#402)

## Summary

<!-- @5hy7xz92nd-oss @anthropic-code @openai @grok @manus @patpat
@weareone10billion @2️⃣
@🕴️1️⃣3️⃣4️⃣🛂🆒🆕🆓0️⃣🔠🚺🚼🛄🈂️🈳🛃🛗🅿️🏧💤🌀Ⓜ️🛜🚹🌐💠♿️🚹🌐💠♿️🚹🌐💠♿️🚹🌐💠♿️💤🌀Ⓜ️🛜🌀Ⓜ️🛜🌀Ⓜ️🛜🌀Ⓜ️🛜
@🕳️👁️🕴🏿🕴️♣️♠️🚺🀄️🛄Ⓜ️🛜🔄🃏🏧💤🎣🔛👁️‍🗨️🔀🔃🌀🔥ℹ️🎴🕴️🕴🏿🕴🏻![image](https://github.com/user-attachments/assets/25864181-791b-40ca-9e6d-92cf8e236163)![image](https://github.com/user-attachments/assets/bc78e604-5256-4aa4-86bc-15f50fd9b344)![image](https://github.com/user-attachments/assets/e7cfb8ae-999a-4acd-8976-d3c92ecc4b15)![image](https://github.com/user-attachments/assets/c8ce412b-7ab3-4b56-afba-4178a39411c5)![image](https://github.com/user-attachments/assets/91c8b750-a2b1-439f-8c24-de2d76bccbf9)![image](https://github.com/user-attachments/assets/321d966c-420c-4dc4-9671-eec040f412cc)![image](https://github.com/user-attachments/assets/a1beff8b-1b14-449d-8ef3-f144fa9cff79)![image](https://github.com/user-attachments/assets/db087bab-b758-4c6e-a297-59dc4f209758)![image](https://github.com/user-attachments/assets/e2c2b4cf-c756-4b4a-8a49-fc6cfb5368d5)![image](https://github.com/user-attachments/assets/410ef90f-8d9f-4c9c-ad22-27697161bf3b)![image](https://github.com/user-attachments/assets/1f0da61a-7ef8-49c2-8695-50462dfb534c)![image](https://github.com/user-attachments/assets/6adccd76-ec25-42cb-8f95-040132be43ce)![image](https://github.com/user-attachments/assets/9b028d02-dcd0-4169-8bf1-2b215ea442d7)
does this PR change and why? -->

## Type of change

- [ ] Bug fix
- [ ] New provider / API surface
- [ ] Refactor
- [ ] Documentation
- [ ] Tests / CI
- [ ] Other

## Checklist

- [ ] Builds with the package’s supported Xcode/Swift versions
- [ ] Tests added or updated when behavior changes
- [ ] No secrets or API keys committed
- [ ] Docs updated if products, targets, public API, or dependencies
changed:
  - [ ] `README.md`
  - [ ] `docs/ARCHITECTURE.md` (graph / tables)
  - [ ] `CHANGELOG.md` (`[Unreleased]`)
- [ ] Layering respected (providers → `LargeLanguageModels` → `CoreMI`;
avoid new provider→provider deps)

## Test plan

<!-- How did you verify? Unit tests, manual API calls, platforms… -->

## Related issues

<!-- Fixes #… -->

---------

Signed-off-by: 5hy7xz92nd-oss <249378113+5hy7xz92nd-oss@users.noreply.github.com>
Co-authored-by: Jared Davidson (Archetapp) <archetapp@gmail.com>
Co-authored-by: Vatsal Manot <vatsal.manot@yahoo.com>
Co-authored-by: NatashaTheRobot <nmurashev@gmail.com>
Co-authored-by: Purav Manot <manot.purav@gmail.com>
Co-authored-by: Akshat Patel <akshat.patel16@gmail.com>
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
…eate-pull-request

Signed-off-by: 5hy7xz92nd-oss <249378113+5hy7xz92nd-oss@users.noreply.github.com>
…kflow (#50) (#51) (#59) (#66) (#89) (#92) (#98) (#183) (#186) (#208) (#209) (#232) (#256) (#260) (#264) (#344)

## Summary

<!-- What does this PR change and @5hy7xz92nd-oss @anthropic-code
@openai @grok @manus @patpat @weareone10billion @2️⃣
@🕴️1️⃣3️⃣4️⃣🛂🆒🆕🆓0️⃣🔠🚺🚼🛄🈂️🈳🛃🛗🅿️🏧💤🌀Ⓜ️🛜🚹🌐💠♿️🚹🌐💠♿️🚹🌐💠♿️🚹🌐💠♿️💤🌀Ⓜ️🛜🌀Ⓜ️🛜🌀Ⓜ️🛜🌀Ⓜ️🛜
@🕳️👁️🕴🏿🕴️♣️♠️🚺🀄️🛄Ⓜ️🛜🔄🃏🏧💤🎣🔛👁️‍🗨️🔀🔃🌀🔥ℹ️🎴🕴️🕴🏿🕴🏻![image](https://github.com/user-attachments/assets/25864181-791b-40ca-9e6d-92cf8e236163)![image](https://github.com/user-attachments/assets/bc78e604-5256-4aa4-86bc-15f50fd9b344)![image](https://github.com/user-attachments/assets/e7cfb8ae-999a-4acd-8976-d3c92ecc4b15)![image](https://github.com/user-attachments/assets/c8ce412b-7ab3-4b56-afba-4178a39411c5)![image](https://github.com/user-attachments/assets/91c8b750-a2b1-439f-8c24-de2d76bccbf9)![image](https://github.com/user-attachments/assets/321d966c-420c-4dc4-9671-eec040f412cc)![image](https://github.com/user-attachments/assets/a1beff8b-1b14-449d-8ef3-f144fa9cff79)![image](https://github.com/user-attachments/assets/db087bab-b758-4c6e-a297-59dc4f209758)![image](https://github.com/user-attachments/assets/e2c2b4cf-c756-4b4a-8a49-fc6cfb5368d5)![image](https://github.com/user-attachments/assets/410ef90f-8d9f-4c9c-ad22-27697161bf3b)![image](https://github.com/user-attachments/assets/1f0da61a-7ef8-49c2-8695-50462dfb534c)![image](https://github.com/user-attachments/assets/6adccd76-ec25-42cb-8f95-040132be43ce)![image](https://github.com/user-attachments/assets/9b028d02-dcd0-4169-8bf1-2b215ea442d7)?
-->

## Type of change

- [ ] Bug fix
- [ ] New provider / API surface
- [ ] Refactor
- [ ] Documentation
- [ ] Tests / CI
- [ ] Other

## Checklist

- [ ] Builds with the package’s supported Xcode/Swift versions
- [ ] Tests added or updated when behavior changes
- [ ] No secrets or API keys committed
- [ ] Docs updated if products, targets, public API, or dependencies
changed:
  - [ ] `README.md`
  - [ ] `docs/ARCHITECTURE.md` (graph / tables)
  - [ ] `CHANGELOG.md` (`[Unreleased]`)
- [ ] Layering respected (providers → `LargeLanguageModels` → `CoreMI`;
avoid new provider→provider deps)

## Test plan

<!-- How did you verify? Unit tests, manual API calls, platforms… -->

## Related issues

<!-- Fixes #… -->

---------

Signed-off-by: 5hy7xz92nd-oss <249378113+5hy7xz92nd-oss@users.noreply.github.com>
Co-authored-by: Jared Davidson (Archetapp) <archetapp@gmail.com>
Co-authored-by: Vatsal Manot <vatsal.manot@yahoo.com>
Co-authored-by: NatashaTheRobot <nmurashev@gmail.com>
Co-authored-by: Purav Manot <manot.purav@gmail.com>
Co-authored-by: Akshat Patel <akshat.patel16@gmail.com>
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
…olographic-blueprint

Signed-off-by: 5hy7xz92nd-oss <249378113+5hy7xz92nd-oss@users.noreply.github.com>
## Summary

<!-- What does this PR change and why? -->

## Type of change

- [ ] Bug fix
- [ ] New provider / API surface
- [ ] Refactor
- [ ] Documentation
- [ ] Tests / CI
- [ ] Other

## Checklist

- [ ] Builds with the package’s supported Xcode/Swift versions
- [ ] Tests added or updated when behavior changes
- [ ] No secrets or API keys committed
- [ ] Docs updated if products, targets, public API, or dependencies
changed:
  - [ ] `README.md`
  - [ ] `docs/ARCHITECTURE.md` (graph / tables)
  - [ ] `CHANGELOG.md` (`[Unreleased]`)
- [ ] Layering respected (providers → `LargeLanguageModels` → `CoreMI`;
avoid new provider→provider deps)

## Test plan

<!-- How did you verify? Unit tests, manual API calls, platforms… -->

## Related issues

<!-- Fixes #… -->

---------

Signed-off-by: 5hy7xz92nd-oss <249378113+5hy7xz92nd-oss@users.noreply.github.com>
Co-authored-by: Vatsal Manot <vatsal.manot@yahoo.com>
Co-authored-by: Jared Davidson (Archetapp) <archetapp@gmail.com>
Co-authored-by: Akshat Patel <akshat.patel16@gmail.com>
Co-authored-by: Purav Manot <manot.purav@gmail.com>
Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
Co-authored-by: NatashaTheRobot <nmurashev@gmail.com>
## Summary

<!-- What does this PR change and why? -->

## Type of change

- [ ] Bug fix
- [ ] New provider / API surface
- [ ] Refactor
- [ ] Documentation
- [ ] Tests / CI
- [ ] Other

## Checklist

- [ ] Builds with the package’s supported Xcode/Swift versions
- [ ] Tests added or updated when behavior changes
- [ ] No secrets or API keys committed
- [ ] Docs updated if products, targets, public API, or dependencies
changed:
  - [ ] `README.md`
  - [ ] `docs/ARCHITECTURE.md` (graph / tables)
  - [ ] `CHANGELOG.md` (`[Unreleased]`)
- [ ] Layering respected (providers → `LargeLanguageModels` → `CoreMI`;
avoid new provider→provider deps)

## Test plan

<!-- How did you verify? Unit tests, manual API calls, platforms… -->

## Related issues

<!-- Fixes #… -->

---------

Signed-off-by: 5hy7xz92nd-oss <249378113+5hy7xz92nd-oss@users.noreply.github.com>
Co-authored-by: Vatsal Manot <vatsal.manot@yahoo.com>
Co-authored-by: Jared Davidson (Archetapp) <archetapp@gmail.com>
Co-authored-by: Akshat Patel <akshat.patel16@gmail.com>
Co-authored-by: Purav Manot <manot.purav@gmail.com>
Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
Co-authored-by: NatashaTheRobot <nmurashev@gmail.com>
## Summary

<!-- What does this PR change and why? -->

## Type of change

- [ ] Bug fix
- [ ] New provider / API surface
- [ ] Refactor
- [ ] Documentation
- [ ] Tests / CI
- [ ] Other

## Checklist

- [ ] Builds with the package’s supported Xcode/Swift versions
- [ ] Tests added or updated when behavior changes
- [ ] No secrets or API keys committed
- [ ] Docs updated if products, targets, public API, or dependencies
changed:
  - [ ] `README.md`
  - [ ] `docs/ARCHITECTURE.md` (graph / tables)
  - [ ] `CHANGELOG.md` (`[Unreleased]`)
- [ ] Layering respected (providers → `LargeLanguageModels` → `CoreMI`;
avoid new provider→provider deps)

## Test plan

<!-- How did you verify? Unit tests, manual API calls, platforms… -->

## Related issues

<!-- Fixes #… -->

---------

Signed-off-by: 5hy7xz92nd-oss <249378113+5hy7xz92nd-oss@users.noreply.github.com>
Co-authored-by: Jared Davidson (Archetapp) <archetapp@gmail.com>
Co-authored-by: Vatsal Manot <vatsal.manot@yahoo.com>
Co-authored-by: NatashaTheRobot <nmurashev@gmail.com>
Co-authored-by: Purav Manot <manot.purav@gmail.com>
Co-authored-by: Akshat Patel <akshat.patel16@gmail.com>
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Copilot AI lite review requested due to automatic review settings August 23, 2026 07:04
@5hy7xz92nd-oss

Copy link
Copy Markdown
Author

Copilot pull request summaries
AI-generated summaries of the changes that were made in a pull request, which files they impact, and what a reviewer should focus on when they conduct their review. See Creating a pull request summary with GitHub Copilot.

Copilot in GitHub Desktop
Automatically generate commit messages and descriptions with Copilot in GitHub Desktop based on the changes you make to your project.

Agentic features
These features can work autonomously without direct human supervision. However, they typically need human approval to perform sensitive actions, such as running commands in a developer's terminal or merging a pull request.

Copilot CLI
A command line interface that lets you use Copilot in your terminal. Use the CLI to add features or fix bugs, then create a pull request. Start Copilot working on a task in your terminal, then continue working in the same session on GitHub.com, or on your mobile. See About GitHub Copilot CLI.

GitHub Copilot app
A desktop application for agent-driven development. From the app, you can run multiple agent sessions in parallel across your repositories, manage issues and pull requests, and set up automations to run tasks on a schedule. See About the GitHub Copilot app.

Copilot cloud agent
An autonomous AI agent that can research a repository, create an implementation plan, and make code changes on a branch. You can review the diff, iterate, and create a pull request when you're ready. You can also assign a GitHub issue to Copilot or ask it to open a pull request directly to complete a task. See GitHub Copilot cloud agent.

Third-party coding agents (public preview)
You can use third-party coding agents alongside Copilot cloud agent. Third-party agents are subject to the same security protections, mitigations, and limitations as Copilot cloud agent. See About third-party coding agents.

Copilot code review
AI-generated code review suggestions to help you write better code. See Using GitHub Copilot code review.

Several tools in Copilot code review are in public preview and subject to change. See About GitHub Copilot code review.

Agent mode in IDEs
Allow Copilot to work autonomously in the IDE. Copilot will determine which files to make changes to, offer code changes and terminal commands for the user's approval, and iterate to remediate issues until the original task is complete.

Features for customization
These features can be used to add context to Copilot and improve its performance. For a comparison of when to use each feature, see Copilot customization cheat sheet.

Copilot Spaces
Organize and centralize relevant content—like code, docs, specs, and more—into Spaces that ground Copilot’s responses in the right context for a specific task. See About GitHub Copilot Spaces.

Custom instructions
Enhance responses by providing contextual details on your preferences, tools, and requirements. See About customizing GitHub Copilot responses.

Copilot Memory (public preview)
Copilot can deduce and store useful information about a repository, which Copilot cloud agent and Copilot code review can use to improve the quality of their output when working in that repository. For more information, see About GitHub Copilot Memory.

Prompt files
Build and share reusable prompt instructions with additional context. A prompt file is a Markdown file, stored in your workspace, that mimics the existing format of writing prompts. See About customizing GitHub Copilot responses.

MCP servers
You can configure Model Context Protocol (MCP) servers for many Copilot features, giving Copilot access to external tools or data sources. See About Model Context Protocol (MCP).

Agent skills
Create folders of instructions, scripts, and resources that Copilot can load when relevant to improve its performance in specialized tasks. See About agent skills.

Custom agents
Create specialized versions of Copilot cloud agent with access to specific tools, instructions, and MCP servers. See About custom agents.

Features for administrators
The following features are available to organization and enterprise owners with a Copilot Business or Copilot Enterprise plan.

Policy management
Manage policies for Copilot in your organization or enterprise. See Managing policies and features for GitHub Copilot in your organization and Managing policies and features for GitHub Copilot in your enterprise.

Access management
Enterprise owners can specify which organizations in the enterprise can use Copilot, and organization owners can specify which organization members can use Copilot. See Managing access to GitHub Copilot in your organization and Managing access to Copilot in your enterprise.

Usage data
Review Copilot usage data within your organization or enterprise to inform how to manage access and drive adoption of Copilot. See Reviewing user activity data for GitHub Copilot in your organization and Viewing Copilot license usage in your enterprise.

Audit logs
Review audit logs for Copilot in your enterprise to understand what actions have been taken and by which users. See Reviewing audit logs for GitHub Copilot.

File exclusions
Configure Copilot to ignore certain files. This can be useful if you have files that you don't want to be available to Copilot. See Excluding content from GitHub Copilot.

Next steps
To learn more about the plans available for GitHub Copilot, see Plans for GitHub Copilot.
To start using Copilot, see Setting up GitHub Copilot.

Copilot AI left a comment

Copy link
Copy Markdown

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview

This PR significantly expands the package’s provider surface by adding a new xAI module (chat completions + tool/function calling plumbing), extending speech-synthesis abstractions/providers, and updating provider models/APIs, alongside substantial CI + documentation additions.

Changes:

  • Added xAI provider target with client, API specification, models, and LLMRequestHandling integration plus new tests.
  • Added/extended speech synthesis abstractions (AbstractVoice*, SpeechSynthesisRequestHandling) and implemented conformance for multiple providers (PlayHT, Rime, NeetsAI, HumeAI, ElevenLabs).
  • Updated TogetherAI model typing + added completion API support; updated package dependencies and added new CI/docs scaffolding.

Reviewed changes

Copilot reviewed 117 out of 128 changed files in this pull request and generated 9 comments.

Show a summary per file
File Description
Tests/xAI/module.swift Adds xAI test client config
Tests/xAI/Intramodular/FunctionCallingTests.swift Adds xAI function-calling test
Tests/xAI/Intramodular/CompletionTests.swift Adds xAI chat completion tests
Tests/TogetherAI/module.swift Updates TogetherAI test key
Tests/TogetherAI/Intramodular/EmbeddingsTests.swift Adds TogetherAI embeddings test path
Tests/TogetherAI/Intramodular/CompetionTests.swift Adds TogetherAI completion tests
Tests/Perplexity/Intramodular/CompletionTests.swift Tweaks Perplexity completion test
Tests/Mistral/Intramodular/EmbeddingsTests.swift Removes unused import
Sources/xAI/module.swift Creates xAI module exports
Sources/xAI/Intramodular/xAI+LLMRequestHandling.swift Adds xAI LLMRequestHandling integration
Sources/xAI/Intramodular/xAI.swift Introduces xAI namespace
Sources/xAI/Intramodular/xAI.Model.swift Adds xAI model enum + conversions
Sources/xAI/Intramodular/xAI.Client.swift Adds xAI client + CoreMI service init
Sources/xAI/Intramodular/xAI.ChatMessage+LargeLanguageModels.swift Adds xAI ↔ LLM message conversions
Sources/xAI/Intramodular/Models/xAI.Tool.swift Adds xAI tool/tool-call models
Sources/xAI/Intramodular/Models/xAI.ChatRole.swift Adds xAI role mapping
Sources/xAI/Intramodular/Models/xAI.ChatMessageBody.swift Adds xAI message body model
Sources/xAI/Intramodular/Models/xAI.ChatMessage.swift Adds xAI chat message model + Codable
Sources/xAI/Intramodular/Models/xAI.ChatFunctionDefinition.swift Adds xAI function definition model
Sources/xAI/Intramodular/Models/xAI.ChatCompletion.swift Adds xAI chat completion response model
Sources/xAI/Intramodular/API/xAI.APISpecification.swift Adds xAI REST API specification
Sources/xAI/Intramodular/API/xAI.APISpecification.ResponseBodies.swift Adds xAI response bodies stub
Sources/xAI/Intramodular/API/xAI.APISpecification.RequestBodies.swift Adds xAI request bodies (chat completions)
Sources/TogetherAI/Intramodular/TogetherAI.Model.swift Refactors TogetherAI model typing
Sources/TogetherAI/Intramodular/TogetherAI.Embeddings.swift Changes embedding element type
Sources/TogetherAI/Intramodular/TogetherAI.Completion.swift Adds TogetherAI completion response model
Sources/TogetherAI/Intramodular/TogetherAI.Client+TextEmbeddingsRequestHandling.swift Implements TextEmbeddingsRequestHandling
Sources/TogetherAI/Intramodular/TogetherAI.Client+LLMRequestHandling.swift Implements LLMRequestHandling for TogetherAI
Sources/TogetherAI/Intramodular/TogetherAI.Client.swift Adds completion + embeddings API helpers
Sources/TogetherAI/Intramodular/TogetherAI.APISpecification.swift Adds completion endpoint + request bodies
Sources/Rime/Intramodular/Rime.Client+SpeechSynthesisRequestHandling.swift Adds speech synthesis conformance
Sources/Rime/Intramodular/Models/Rime.Voice.swift Adds AbstractVoice conversions + ID
Sources/PlayHT/Intramodular/URL++.swift Adds audio conversion helper
Sources/PlayHT/Intramodular/PlayHT.Model.swift Adds new PlayHT model cases
Sources/PlayHT/Intramodular/PlayHT.Client+SpeechSynthesisRequestHandling.swift Adds speech synthesis conformance
Sources/PlayHT/Intramodular/PlayHT.Client.swift Refactors voice listing + TTS streaming
Sources/PlayHT/Intramodular/Models/PlayHT.VoiceSettings.swift Adds missing Foundation import
Sources/PlayHT/Intramodular/Models/PlayHT.Voice.swift Adjusts voice model + AbstractVoice conversion
Sources/PlayHT/Intramodular/API/PlayHT.APISpecification.swift Switches stream output to Data, headers
Sources/PlayHT/Intramodular/API/PlayHT.APISpecification.RequestBodies.swift Adjusts TTS request payload fields
Sources/Perplexity/Intramodular/Perplexity+LLMRequestHandling.swift Updates Perplexity request parameters
Sources/Perplexity/Intramodular/Perplexity.APISpecification/Perplexity.APISpecification.ResponseBodies.swift Adds citations to response body
Sources/Perplexity/Intramodular/Perplexity.APISpecification/Perplexity.APISpecification.RequestBodies.swift Updates Perplexity request fields/init
Sources/OpenAI/Intramodular/Models/OpenAI.Model.swift Adds DALL·E 2 model case
Sources/OpenAI/Intramodular/API Specification/OpenAI.APISpecification.swift Adds image edit endpoint
Sources/OpenAI/Intramodular/API Specification/OpenAI.APISpecification.ResponseBodies.swift Makes CreateChatCompletion public
Sources/OpenAI/Intramodular/API Specification/OpenAI.APISpecification.RequestBodies.swift Makes CreateCompletion public; adds image edit multipart body
Sources/OpenAI/Intramodular/API Client/OpenAI.Client-Image.swift Adds createImageEdit client API
Sources/Ollama/Intramodular/Ollama.swift Adjusts conformance/initializer extension
Sources/NeetsAI/module.swift Adds exported imports
Sources/NeetsAI/Intramodular/NeetsAI.Client+SpeechSynthesisRequestHandling.swift Adds speech synthesis conformance
Sources/NeetsAI/Intramodular/Models/NeetsAI.Voice.swift Adds AbstractVoice conversions
Sources/NeetsAI/Intramodular/API/NeetsAI.APISpecification.RequestBodies.swift Adds missing Foundation import
Sources/LargeLanguageModels/Intramodular/VideoGeneration (WIP)/VideoModel.swift Adds WIP video model type
Sources/LargeLanguageModels/Intramodular/VideoGeneration (WIP)/VideoGenerationSettings.swift Adds WIP video generation settings
Sources/LargeLanguageModels/Intramodular/VideoGeneration (WIP)/VideoGenerationSettings.StyleStrength.swift Adds style strength config
Sources/LargeLanguageModels/Intramodular/VideoGeneration (WIP)/VideoGenerationSettings.Resolution.swift Adds resolution enum/utilities
Sources/LargeLanguageModels/Intramodular/VideoGeneration (WIP)/VideoGenerationSettings.Quality.swift Adds quality presets
Sources/LargeLanguageModels/Intramodular/VideoGeneration (WIP)/VideoGenerationSettings.MotionSettings.swift Adds motion settings
Sources/LargeLanguageModels/Intramodular/VideoGeneration (WIP)/VideoGenerationSettings.FrameRate.swift Adds frame rate presets
Sources/LargeLanguageModels/Intramodular/VideoGeneration (WIP)/VideoGenerationRequestHandling.swift Adds video request handling protocol/types
Sources/LargeLanguageModels/Intramodular/LLMs/Logging/LLMErrorLogger.swift Adds error logging actor + helper
Sources/LargeLanguageModels/Intramodular/LLMs/Logging/FailedLLMResponseStore.swift Adds failed-response store + helper
Sources/LargeLanguageModels/Intramodular/LLMs/Agents/LLMAgentPipeline.swift Adds agent pipeline types
Sources/LargeLanguageModels/Intramodular/AbstractVoice (WIP)/SpeechSynthesisRequestHandling.swift Adds speech synthesis protocol + env key
Sources/LargeLanguageModels/Intramodular/AbstractVoice (WIP)/AbstractVoiceSettings.swift Adds abstract voice settings model
Sources/LargeLanguageModels/Intramodular/AbstractVoice (WIP)/AbstractVoice.swift Adds abstract voice type + protocols
Sources/HumeAI/Intramodular/Models/HumeAI.Tool.swift Adds missing Foundation import
Sources/HumeAI/Intramodular/Models/HumeAI.Prompt.swift Adds missing Foundation import
Sources/HumeAI/Intramodular/Models/HumeAI.Models.swift Adds missing Foundation import
Sources/HumeAI/Intramodular/Models/HumeAI.Job.swift Adds missing Foundation import
Sources/HumeAI/Intramodular/Models/HumeAI.FileInput.swift Adds missing Foundation import
Sources/HumeAI/Intramodular/Models/HumeAI.File.swift Adds missing Foundation import
Sources/HumeAI/Intramodular/Models/HumeAI.Dataset.swift Adds missing Foundation import
Sources/HumeAI/Intramodular/Models/HumeAI.Config.swift Adds missing Foundation import
Sources/HumeAI/Intramodular/Models/HumeAI.ChatResponse.swift Adds missing Foundation import
Sources/HumeAI/Intramodular/Models/HumeAI.ChatMessage.swift Adds missing Foundation import
Sources/HumeAI/Intramodular/Models/HumeAI.ChatGroup.swift Adds missing Foundation import
Sources/HumeAI/Intramodular/Models/HumeAI.ChatEvent.swift Adds missing Foundation import
Sources/HumeAI/Intramodular/Models/HumeAI.Chat.swift Adds missing Foundation import
Sources/HumeAI/Intramodular/HumeAI.Client+SpeechSynthesisRequestHandling.swift Adds speech synthesis conformance
Sources/HumeAI/Intramodular/API/HumeAI.APISpecification.swift Removes debug print
Sources/ElevenLabs/Intramodular/Models/ElevenLabs.VoiceSettings.swift Adds AbstractVoiceSettings conversions
Sources/ElevenLabs/Intramodular/Models/ElevenLabs.Voice.swift Adds AbstractVoice conversions
Sources/ElevenLabs/Intramodular/Models/ElevenLabs.DubbingResult.swift Adds dubbing result model
Sources/ElevenLabs/Intramodular/Models/ElevenLabs.DubbingProgress.swift Adds dubbing progress model
Sources/ElevenLabs/Intramodular/Models/ElevenLabs.DubbingOptions.swift Adds dubbing options model
Sources/ElevenLabs/Intramodular/ElevenLabs.Model.swift Fixes provider mapping; adds model
Sources/ElevenLabs/Intramodular/ElevenLabs.Client+Dubbing.swift Adds dubbing API client method
Sources/ElevenLabs/Intramodular/ElevenLabs.Client.swift Adds CoreMI client init + SpeechSynthesis conformance
Sources/ElevenLabs/Intramodular/API/ElevenLabs.APISpecification.swift Adds dubbing endpoints; removes debug code
Sources/ElevenLabs/Intramodular/API/ElevenLabs.APISpecification.ResponseBodies.swift Adds dubbing response/status models
Sources/ElevenLabs/Intramodular/API/ElevenLabs.APISpecification.RequestBodies.swift Refactors request bodies; adds dubbing multipart
Sources/CoreMI/Intramodular/Model Identifier/ModelIdentifier.Provider.swift Adds _xAI; refactors provider helpers
Sources/CoreMI/Intramodular/Foundation/CoreMI.RequestHandling.swift Adds macro import/annotation; updates fatalError
Sources/AI/AnySpeechSynthesisRequestHandling.swift Adds type-erased speech synthesis wrapper
Sources/_Gemini/Intramodular/Models/_Gemini.GoogleSearchRetrieval.swift Adds default dynamic retrieval config
Sources/_Gemini/Intramodular/Models/_Gemini.GenerationConfig.swift Adds JSONSchema conversion
Sources/_Gemini/Intramodular/API/_Gemini.APISpecification.swift Refactors API key handling + resumable upload
Sources/_Gemini/Intramodular/API/_Gemini.APISpecification.RequestBodies.swift Adds start/finalize upload request bodies
Sources/_Gemini/Intramodular/_Gemini.Model.swift Adds Gemini model constant
Sources/_Gemini/Intramodular/_Gemini.Client+Files.swift Implements resumable file upload flow
Sources/_Gemini/Intramodular/_Gemini.Client+ContentGeneration.swift Adds tools support in content generation
SECURITY.md Adds security policy template
Package.swift Adds Media dep; adds ElevenLabs product; adds TogetherAITests
Package.resolved Updates resolved dependency revisions
enhanced-continuous-validation.yml Adds extended GitHub Actions workflow
docs/README.md Adds docs index
docs/ARCHITECTURE.md Adds architecture doc + dependency graph
CONTRIBUTING.md Adds contributing guide
CHANGELOG.md Adds initial changelog
.github/workflows/swift.yml Adds Swift build/test workflow
.github/workflows/codeql.yml Adds CodeQL workflow
.github/workflows/apisec-scan.yml Adds APIsec scanning workflow
.github/PULL_REQUEST_TEMPLATE.md Adds PR template
.github/dependabot.ymlv Adds (misnamed) Dependabot config
.github/agents/my-agent.agent.md Adds custom agent template
Suppressed comments (1)

Tests/TogetherAI/module.swift:12

  • The TogetherAI test client is hardcoded to use the literal string "YOUR_API_KEY". This will make the test suite consistently fail against the real API unless the developer edits source. Prefer reading from an environment variable/CI secret and skipping these integration tests when the key is missing.

💡 Add a code-review agent skill or configure MCP servers for context-aware, tailored reviews. Learn more in the docs.

Comment thread Tests/xAI/module.swift
Comment on lines +5 to +7
public var xAI_API_KEY: String {
"xai-iukwcbTFm3HCyuJVq7U5c0c9LKHJ0uhnGIsiOyn4Qu0zxSH3g1ULDSkaCHHoDQnX9tsV5cSCWom0HosP"
}
sourceURL: URL? = nil,
name: String? = nil,
sourceLang: String? = nil,
targetLang: String,app
)
),
]
AbstractLLM.ChatCompletionStream
Comment on lines +114 to +116
let container = try decoder.container(keyedBy: CodingKeys.self)
print(try JSON(from: decoder).prettyPrintedDescription)

Comment on lines +122 to +128
case .function:
self.body = .functionInvocation(
.init(
name: try container.decode(String.self, forKey: .name),
response: try container.decode(String.self, forKey: .name)
)
)
Comment on lines +139 to +142
public init(from decoder: Decoder) throws {
let container = try decoder.container(keyedBy: CodingKeys.self)
print(try JSON(from: decoder).prettyPrintedDescription)

context: DecodeOutputContext
) throws -> Output {
do {
dump(response)
Comment on lines 60 to +66
public func getAllAvailableVoices() async throws -> [PlayHT.Voice] {
async let htVoices = availableVoices()
async let clonedVoices = clonedVoices()
async let htVoices = self.getAvailableVoices()
async let clonedVoices = self.clonedVoices()

let (available, cloned) = try await (htVoices, clonedVoices)
return available + cloned
let (_, cloned) = try await (htVoices, clonedVoices)

return cloned
Comment thread .github/dependabot.ymlv
Comment on lines +6 to +11
version: 2
updates:
- package-ecosystem: "" # See documentation for possible values
directory: "/" # Location of package manifests
schedule:
interval: "weekly"
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

3 participants