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Add comprehensive AI integration with multi-provider support and architectural refactoring
- Implement AI client abstraction with support for Claude, Gemini, OpenAI, and DeepSeek - Add auto-mode for automatic AI interaction after dump generation - Refactor DumpEngine into modular helper methods for better maintainability - Enhance DumpWriter with --no-xml mode support and improved error handling - Add extensive test suite covering AI functionality and edge cases - Update profiles with model-specific configurations and auto-mode flags - Improve documentation with detailed README and configuration examples 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
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.dump_config.json

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{
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"version": 2,
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"version": 53,
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"ignore_patterns": [
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".dump_config.json",
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".git",
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"LICENSE",
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".gitignore",
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".mypy_cache",
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".ruff_cache"
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".ruff_cache",
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"ai_response.md"
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],
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"profiles": {
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"readme": {
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"- Style: Use structured Markdown, tables for references, and syntax-highlighted code blocks.",
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"- Accuracy: Only document what is present in the code. Do not invent capabilities."
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],
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"post": "Output the result in raw Markdown format. Ensure the 'Workflow' and 'Philosophy' sections are the most detailed parts of the document."
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"post": "Output the result in raw Markdown format. Ensure the 'Workflow' and 'Philosophy' sections are the most detailed parts of the document.",
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"model": "claude-sonnet-4-5-20250929",
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"auto": true
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},
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"cleanup": {
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"description": "Clean code: formatting, docstrings, unused imports (Runs ruff & mypy)",
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"",
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"CRITICAL: Be conservative. If a file is clean and passes linters, state 'No changes needed'."
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],
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"post": "Provide the changes in unified diff format or full file rewrites where necessary. Explicitly mention which Linter errors were resolved."
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"post": "Provide the changes in unified diff format or full file rewrites where necessary. Explicitly mention which Linter errors were resolved.",
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"model": "gemini-3-flash-preview",
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"auto": true
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},
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"optimize": {
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"description": "Identify bottlenecks and suggest performance improvements",
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"CRITICAL: Avoid premature optimization. Do not suggest micro-optimizations (e.g., replacing 'format' with 'f-strings') unless the code is clearly in a performance-critical hot path. If the performance gain is negligible, do not report it.",
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"If no significant bottlenecks exist, explicitly state 'No optimizations needed'."
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],
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"post": "Output a numbered list of optimizations ordered by impact (High/Medium/Low). Follow each point with a specific code snippet showing the optimized implementation."
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"post": "Output a numbered list of optimizations ordered by impact (High/Medium/Low). Follow each point with a specific code snippet showing the optimized implementation.",
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"model": "deepseek-reasoner",
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"auto": false
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},
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"architect": {
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"description": "Generate a Project Roadmap & Specification (PLAN.md)",
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"4. **Missing Features**: Gaps between the implied goal and current code.",
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"5. **Tech Debt**: Areas that need refactoring (identified from the code)."
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],
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"post": "Output the content in Markdown format. This will be used to update the project PLAN.md."
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"post": "Output the content in Markdown format. This will be used to update the project PLAN.md.",
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"model": "claude-sonnet-4-5-20250929",
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"auto": false
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},
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"plan-next": {
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"description": "Sync PLAN.md with code; stop if finished",
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"If the project is complete, output the finished PLAN.md followed by a summary of the project's current stable state.",
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"If tasks remain, follow the plan with a 'Developer Specification' section for the very next task.",
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"Ensure codeblocks are syntactically correct."
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]
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],
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"model": "gpt-5.2",
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"auto": true
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},
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"refactor": {
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"description": "Suggest architectural improvements and code cleanups",
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"2. Prioritize Readability: If a refactor makes the code 'smarter' but harder to read, do NOT suggest it.",
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"3. If the current implementation is simple, effective, and maintainable, explicitly state 'No architectural changes needed'."
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],
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"post": "Provide a list of recommended refactors, ranked by impact (High/Medium/Low). Include specific code snippets or patterns for the most critical changes."
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"post": "Provide a list of recommended refactors, ranked by impact (High/Medium/Low). Include specific code snippets or patterns for the most critical changes.",
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"model": "claude-sonnet-4-5-20250929",
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"auto": false
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},
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"coverage": {
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"description": "Run coverage report and plan tests for missing lines",
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"Act as a Senior QA Engineer.",
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"Review the codebase and the <execution> report.",
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"",
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"GOAL: Create a plan to reach >95% coverage.",
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"GOAL: Create a plan to reach >90% coverage.",
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"1. Analyze lines marked 'Missing' in the report.",
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"2. Determine which missing lines are critical logic vs. trivial boilerplate.",
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"3. If coverage is already high (>95%) and no critical logic is missing, DO NOT generate a plan.",
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"3. If coverage is already high (>90%) and no critical logic is missing, DO NOT generate a plan.",
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"4. If gaps exist, outline exactly which tests need to be written."
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],
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"post": [
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"",
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"## Proposed Tests",
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"- [ ] `test_new_feature`: [Description of what to test]"
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]
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],
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"model": "deepseek-chat",
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"auto": true
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},
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"test-fixer": {
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"description": "Run tests (verbose) and plan fixes for failures",
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"",
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"## Verification",
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"- Command to verify the fix"
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]
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],
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"model": "gemini-3-flash-preview",
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"auto": true
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}
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},
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"use_xml": true

.env.example

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# .env.example - Copy to .env and fill in your keys
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# Anthropic (Claude)
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ANTHROPIC_API_KEY=sk-ant-xxxxx
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# Google (Gemini)
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GOOGLE_API_KEY=AIzaSyxxxxx
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# OpenAI (GPT)
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OPENAI_API_KEY=sk-xxxxx
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# DeepSeek
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DEEPSEEK_API_KEY=sk-xxxxx

.github/workflows/ci.yml

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--cov-report=term-missing \
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--cov-report=xml \
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--cov-report=html \
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--cov-fail-under=95
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--cov-fail-under=90
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- name: Upload coverage HTML
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uses: actions/upload-artifact@v4

.gitignore

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# Project specific
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codebase_dump.txt
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ai_response.md

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