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docs(agents): reinforcement learning (2026-10-30) - #164
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🔵 Needs a closer look
The PR makes broad repository-wide changes to agent, testing, documentation, authoring, review, and stacked-PR guidance that require maintainer confirmation against team policies, schema/type patterns, and GitHub’s supported workflow.
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What changed in this PR
This documentation-only pull request improves guidance for agent-assisted development and review across Replica, covering Hub TypeScript organization, meaningful testing, design discussions, and stacked pull requests.
Changes:
- Clarifies where Hub constants, schemas, types, and implementation details should live.
- Expands guidance for meaningful success, failure, security, and data-loss test coverage.
- Refines design-question responses and preserving agreed requirements.
- Documents the expected GitHub stacked pull request workflow.
| File | Summary | Review findings |
|---|---|---|
hub/docs/coding-conventions.md |
Adds Hub TypeScript organization guidance. | Nit: Separate or scope schema and constant guidance to match existing Hub patterns. |
docs/testing-and-review.md |
Expands guidance on meaningful coverage and avoiding redundant tests. | Nit: Remove the routine test-summary sentence from the pull request description or replace it with a concrete verification gap. |
docs/documentation-conventions.md |
Clarifies design-question responses and maintaining agreed requirements. | No comments. |
CONTRIBUTING.md |
Documents the GitHub stacked pull request workflow. | No comments. |
Review effort: Lite (auto)
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Why
To continue improving how agents work in this codebase.
What changes
A few clarifying pieces of documentation were added. I ran tests with sub-agents to ensure that the changes resulted in desired behavior. The added documentation was based on sessions and PR feedback from the past couple weeks across the team.