From e757922c7207625e34dd6fc36a8d401adb6d351e Mon Sep 17 00:00:00 2001 From: Ed_ Date: Mon, 23 Feb 2026 17:11:57 -0500 Subject: [PATCH] chore(conductor): Archive track 'api_vendor_alignment_20260223' --- .../api_vendor_alignment_20260223/index.md | 5 ++ .../metadata.json | 8 +++ .../api_vendor_alignment_20260223/plan.md | 56 +++++++++++++++++++ .../api_vendor_alignment_20260223/spec.md | 29 ++++++++++ conductor/tracks.md | 5 -- 5 files changed, 98 insertions(+), 5 deletions(-) create mode 100644 conductor/archive/api_vendor_alignment_20260223/index.md create mode 100644 conductor/archive/api_vendor_alignment_20260223/metadata.json create mode 100644 conductor/archive/api_vendor_alignment_20260223/plan.md create mode 100644 conductor/archive/api_vendor_alignment_20260223/spec.md diff --git a/conductor/archive/api_vendor_alignment_20260223/index.md b/conductor/archive/api_vendor_alignment_20260223/index.md new file mode 100644 index 0000000..cdb0672 --- /dev/null +++ b/conductor/archive/api_vendor_alignment_20260223/index.md @@ -0,0 +1,5 @@ +# Track api_vendor_alignment_20260223 Context + +- [Specification](./spec.md) +- [Implementation Plan](./plan.md) +- [Metadata](./metadata.json) diff --git a/conductor/archive/api_vendor_alignment_20260223/metadata.json b/conductor/archive/api_vendor_alignment_20260223/metadata.json new file mode 100644 index 0000000..c2c5930 --- /dev/null +++ b/conductor/archive/api_vendor_alignment_20260223/metadata.json @@ -0,0 +1,8 @@ +{ + "track_id": "api_vendor_alignment_20260223", + "type": "chore", + "status": "new", + "created_at": "2026-02-23T12:00:00Z", + "updated_at": "2026-02-23T12:00:00Z", + "description": "Review project codebase, documentation related to project, and make sure agenti vendor apis are being used as properly stated by offical documentation from google for gemini and anthropic for claude." +} diff --git a/conductor/archive/api_vendor_alignment_20260223/plan.md b/conductor/archive/api_vendor_alignment_20260223/plan.md new file mode 100644 index 0000000..a0fd409 --- /dev/null +++ b/conductor/archive/api_vendor_alignment_20260223/plan.md @@ -0,0 +1,56 @@ +# Implementation Plan: API Usage Audit and Alignment + +## Phase 1: Research and Comprehensive Audit [checkpoint: 5ec4283] +Identify all points of interaction with AI SDKs and compare them with latest official documentation. + +- [x] Task: List and categorize all AI SDK usage in the project. + - [x] Search for all imports of `google.genai` and `anthropic`. + - [x] Document specific functions and methods being called. +- [x] Task: Research latest official documentation for `google-genai` and `anthropic` Python SDKs. + - [x] Verify latest patterns for Client initialization. + - [x] Verify latest patterns for Context/Prompt caching. + - [x] Verify latest patterns for Tool/Function calling. +- [x] Task: Conductor - User Manual Verification 'Phase 1: Research and Comprehensive Audit' (Protocol in workflow.md) + +## Phase 2: Gemini (google-genai) Alignment [checkpoint: 842bfc4] +Align Gemini integration with documented best practices. + +- [x] Task: Refactor Gemini Client and Chat initialization if needed. + - [x] Write Tests + - [x] Implement Feature +- [x] Task: Optimize Gemini Context Caching. + - [x] Write Tests + - [x] Implement Feature +- [x] Task: Align Gemini Tool Declaration and handling. + - [x] Write Tests + - [x] Implement Feature +- [x] Task: Conductor - User Manual Verification 'Phase 2: Gemini (google-genai) Alignment' (Protocol in workflow.md) + +## Phase 3: Anthropic Alignment [checkpoint: f0eb538] +Align Anthropic integration with documented best practices. + +- [x] Task: Refactor Anthropic Client and Message creation if needed. + - [x] Write Tests + - [x] Implement Feature +- [x] Task: Optimize Anthropic Prompt Caching (`cache_control`). + - [x] Write Tests + - [x] Implement Feature +- [x] Task: Align Anthropic Tool Declaration and handling. + - [x] Write Tests + - [x] Implement Feature +- [x] Task: Conductor - User Manual Verification 'Phase 3: Anthropic Alignment' (Protocol in workflow.md) + +## Phase 4: History and Token Management [checkpoint: 0f9f235] +Ensure accurate token estimation and robust history handling. + +- [x] Task: Review and align token estimation logic for both providers. + - [x] Write Tests + - [x] Implement Feature +- [x] Task: Audit message history truncation and context window management. + - [x] Write Tests + - [x] Implement Feature +- [x] Task: Conductor - User Manual Verification 'Phase 4: History and Token Management' (Protocol in workflow.md) + +## Phase 5: Final Validation and Cleanup [checkpoint: e9126b4] +- [x] Task: Perform a full test run using `run_tests.py` to ensure 100% pass rate. +- [x] Task: Conductor - User Manual Verification 'Phase 5: Final Validation and Cleanup' (Protocol in workflow.md) diff --git a/conductor/archive/api_vendor_alignment_20260223/spec.md b/conductor/archive/api_vendor_alignment_20260223/spec.md new file mode 100644 index 0000000..e62ad81 --- /dev/null +++ b/conductor/archive/api_vendor_alignment_20260223/spec.md @@ -0,0 +1,29 @@ +# Specification: API Usage Audit and Alignment + +## Overview +This track involves a comprehensive audit of the "Manual Slop" codebase to ensure that the integration with Google Gemini (`google-genai`) and Anthropic Claude (`anthropic`) SDKs aligns perfectly with their latest official documentation and best practices. The goal is to identify discrepancies, performance bottlenecks, or deprecated patterns and implement the necessary fixes. + +## Scope +- **Target:** Full codebase audit, with primary focus on `ai_client.py`, `mcp_client.py`, and any other modules interacting with AI SDKs. +- **Key Areas:** + - **Caching Mechanisms:** Verify Gemini context caching and Anthropic prompt caching implementation. + - **Tool Calling:** Audit function declarations, parameter schemas, and result handling. + - **History & Tokens:** Review message history management, token estimation accuracy, and context window handling. + +## Functional Requirements +1. **SDK Audit:** Compare existing code patterns against the latest official Python SDK documentation for Gemini and Anthropic. +2. **Feature Validation:** + - Ensure `google-genai` usage follows the latest `Client` and `types` patterns. + - Ensure `anthropic` usage utilizes `cache_control` correctly for optimal performance. +3. **Discrepancy Remediation:** Implement code changes to align the implementation with documented standards. +4. **Validation:** Execute tests to ensure that API interactions remain functional and improved. + +## Acceptance Criteria +- Full audit completed for all AI SDK interactions. +- Identified discrepancies are documented and fixed. +- Caching, tool calling, and history management logic are verified against latest SDK standards. +- All existing and new tests pass successfully. + +## Out of Scope +- Adding support for new AI providers not already in the project. +- Major UI refactoring unless directly required by API changes. diff --git a/conductor/tracks.md b/conductor/tracks.md index 3f02b0b..8d0b754 100644 --- a/conductor/tracks.md +++ b/conductor/tracks.md @@ -9,11 +9,6 @@ This file tracks all major tracks for the project. Each track has its own detail --- -- [x] **Track: Review project codebase, documentation related to project, and make sure agenti vendor apis are being used as properly stated by offical documentation from google for gemini and anthropic for claude.** -*Link: [./tracks/api_vendor_alignment_20260223/](./tracks/api_vendor_alignment_20260223/)* - ---- - - [ ] **Track: Review GUI design. Make sure placment of tunings, features, etc that the gui provides frontend visualization and manipulation for make sense and are in the right place (not in a weird panel or doesn't make sense holistically for its use. Make plan for adjustments and then make major changes to meet resolved goals.** *Link: [./tracks/gui_layout_refinement_20260223/](./tracks/gui_layout_refinement_20260223/)*