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docs: add full project improvement analysis and agent workflow documentation#1

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cto-new[bot] wants to merge 2 commits intomainfrom
review-improvements-markdown-agent-workflow
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docs: add full project improvement analysis and agent workflow documentation#1
cto-new[bot] wants to merge 2 commits intomainfrom
review-improvements-markdown-agent-workflow

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@cto-new cto-new bot commented Oct 21, 2025

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

  • Synchronizes request concurrency and throttling based on QPS or TPM limits set in configuration, with built-in safety margins
  • Utilizes provider-level (global/static) token/per-request limiters and calibrates per-batch concurrency to avoid burst exceeding of cloud LLM limits
  • DecisionEngine now derives effective parallel request concurrency based on QPS/safety configuration, further reducing the chance of rate limit errors
  • Full support for both QPS (request/sec) and TPM (tokens/minute) modes, seamlessly switching limiter strategy depending on provider
  • Maintains prior architecture for command agent workflow, LLM providers, and diagnostics. All previous CLI, plugin, and reporting improvement summaries in the PR body remain applicable for future tracking

cto-new bot added 2 commits October 21, 2025 04:36
… 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
@mengnankkkk mengnankkkk deleted the review-improvements-markdown-agent-workflow branch October 26, 2025 08:31
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