docs: add full project improvement analysis and agent workflow documentation#1
Closed
cto-new[bot] wants to merge 2 commits intomainfrom
Closed
docs: add full project improvement analysis and agent workflow documentation#1cto-new[bot] wants to merge 2 commits intomainfrom
cto-new[bot] wants to merge 2 commits intomainfrom
Conversation
… and agent command flow Add a detailed markdown analysis of the current HarmonySafeAgent project, covering architecture, functionality, user experience, extensibility, LLM orchestration, and engineering best practices. The new document provides prioritized, actionable improvement advice for CLI, analysis engines, reporting, LLM/AI usage, autofix, testing, documentation, and security hardening. It also summarizes the command agent's typical workflows and suggests a roadmap with concrete follow-up tasks. This change helps team members and contributors quickly identify and plan future improvements. No runtime or API impact; documentation only.
- Synchronize QPS/TPM rate-limiting with provider-level controls - Automatically derive safe concurrency to avoid LLM API burst limits - Support both QPS and TPM, reducing risk of exceeding provider quotas
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Summary
Enhances the HarmonySafeAgent's AI/LLM integration with robust, configuration-driven rate-limiting and automatic concurrency adaptation. This improves throughput for AI validation while preventing API quota overruns.
Details