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@SomeRandmGuyy SomeRandmGuyy commented Nov 4, 2025

🌊 FSL Continuum Pull Request

πŸš€ Feature Description

🎯 Type of Change

  • πŸ› Bug Fix (non-breaking change which fixes an issue)
  • πŸš€ New Feature (non-breaking change which adds functionality)
  • ⚑ Performance Improvement (speed, efficiency, flow state)
  • πŸ”§ Refactoring (non-breaking change that improves code quality)
  • πŸ“š Documentation (documentation changes only)
  • πŸ§ͺ Testing (addition or improvement of tests)
  • πŸ› οΈ Tooling (improvements to build/release/CI/CD process)

🌊 Terminal Velocity Impact

  • Flow State Preservation:
  • Context Switch Reduction:
  • Background Processing:
  • Persistent State Enhancement:

πŸ” Testing

  • Unit tests pass locally
  • Integration tests pass
  • Manual testing completed
  • Flow state maintained during development

πŸ“‹ Checklist

Code Quality

  • Code follows project style guidelines
  • Self-review of code completed
  • Code is commented where necessary
  • No new flake8/mypy warnings
  • black formatting applied

Testing

  • Tests added for new functionality
  • Existing tests still pass
  • Coverage remains above threshold
  • Edge cases considered

Documentation

  • Documentation updated for new features
  • README changes applied if needed
  • API documentation updated
  • Examples added/updated

FSL Continuum Specific

  • Terminal velocity maintained/improved
  • 4-market integration considered (US/China/India/Japan)
  • AI-native features properly implemented
  • Persistent state handled correctly
  • Japanese engineering principles applied (Kaizen, Monozukuri, etc.)

πŸ“Š Performance Impact

  • Before:
  • After:
  • Improvement:

πŸ”— Related Issues

Closes #
Fixes #
Related to #

πŸ“Έ Screenshots (if applicable)

Greptile Overview

Updated On: 2025-11-04 07:26:06 UTC

Greptile Summary

This PR restructures the production codebase by cleaning up test environment files, removing legacy setup configurations, and implementing a new growth-based terminal velocity model.

Key Changes

  • Terminal Velocity Model Refactoring: Replaced inverse velocity calculation (1.0 / uptime) with intuitive growth-based model (BASE + uptime * acceleration) that aligns with custom rule 27ed2366 requiring higher values to represent better performance
  • Semantic Language Framework: Added complete BAML and Pareto-Lang implementations with parsers, bridges, validators, generators, interpreters, and schemas
  • Test Environment Cleanup: Removed entire .fsl_test_env/ virtual environment from version control (now properly gitignored) - 33 environment files deleted
  • Build System Modernization: Removed 9 legacy/backup files (setup.py, *_fixed.py, *_backup.toml, etc.) and updated MANIFEST.in and pyproject.toml to reflect pyproject.toml-only build
  • Test Framework Consolidation: Unified test utilities by consolidating MockComponents, TestConfig, and TestUtils imports from base_test_class module

Notable Improvements

  • Comprehensive documentation with examples and migration guide for velocity model
  • Configurable acceleration factor and max velocity cap for different use cases
  • Flow state multiplier (1.5x) properly integrated into velocity calculations
  • All semantic language parsers support optional XML transformation

Confidence Score: 4/5

  • This PR is safe to merge with minor documentation improvement needed
  • Score reflects well-structured refactoring with comprehensive documentation, but one minor documentation inconsistency exists in the velocity formula comment that should clarify the max_velocity cap is applied after the flow multiplier
  • src/fsl_continuum/continuum/terminal_velocity.py - formula documentation could be more precise about operation order

Important Files Changed

File Analysis

Filename Score Overview
src/fsl_continuum/continuum/terminal_velocity.py 5/5 Implements growth-based velocity model with configurable acceleration and max velocity cap, replacing inverse velocity calculation
.gitignore 5/5 Adds .fsl_test_env/ to gitignore and improves backup file patterns
docs/0003-architecture/terminal-velocity-model.md 5/5 Comprehensive documentation for new velocity model with examples and migration guide
src/semantic_languages/baml/parser.py 4/5 New BAML parser with XML transformation support, imports xml_transformer only when needed
src/semantic_languages/pareto_lang/parser.py 4/5 New Pareto-Lang parser with XML transformation support, imports xml_transformer only when needed
src/tests/test_framework/init.py 5/5 Consolidates test framework imports from base_test_class module
pyproject.toml 5/5 Removes setup.py from coverage omit list after deleting setup.py files
MANIFEST.in 5/5 Removes setup.py reference after migration to pyproject.toml-only build

Sequence Diagram

sequenceDiagram
    participant User
    participant TerminalVelocity
    participant SemanticLanguageManager
    participant BAMLParser
    participant ParetoLangParser
    participant XMLTransformer
    participant Bridge
    
    User->>TerminalVelocity: Initialize with acceleration & max_velocity
    TerminalVelocity->>TerminalVelocity: Set start_time, config defaults
    
    User->>TerminalVelocity: enter_flow_state()
    TerminalVelocity->>TerminalVelocity: Set flow_state=True, record start time
    
    User->>TerminalVelocity: get_velocity()
    TerminalVelocity->>TerminalVelocity: Calculate uptime
    TerminalVelocity->>TerminalVelocity: velocity = BASE + (uptime * acceleration)
    TerminalVelocity->>TerminalVelocity: Apply flow multiplier (1.5x)
    TerminalVelocity->>TerminalVelocity: Apply max_velocity cap
    TerminalVelocity-->>User: Return velocity
    
    User->>SemanticLanguageManager: Parse BAML data
    SemanticLanguageManager->>BAMLParser: parse(data, context)
    BAMLParser->>BAMLParser: Validate structure
    BAMLParser->>BAMLParser: Parse boundaries, connections, constraints
    
    alt XML transformation enabled
        BAMLParser->>XMLTransformer: wrap_baml_with_xml(data)
        XMLTransformer-->>BAMLParser: XML wrapped data
    end
    
    BAMLParser-->>SemanticLanguageManager: ParseResult with data
    SemanticLanguageManager->>Bridge: bridge(baml_data)
    Bridge->>Bridge: Convert to Python-compatible format
    Bridge-->>SemanticLanguageManager: BridgeResult
    SemanticLanguageManager-->>User: Processed BAML data
    
    User->>SemanticLanguageManager: Parse Pareto-Lang data
    SemanticLanguageManager->>ParetoLangParser: parse(data, context)
    ParetoLangParser->>ParetoLangParser: Validate structure
    ParetoLangParser->>ParetoLangParser: Parse optimizations, constraints
    
    alt XML transformation enabled
        ParetoLangParser->>XMLTransformer: wrap_pareto_lang_with_xml(data)
        XMLTransformer-->>ParetoLangParser: XML wrapped data
    end
    
    ParetoLangParser-->>SemanticLanguageManager: ParseResult with data
    SemanticLanguageManager->>Bridge: optimize(pareto_data, constraints)
    Bridge->>Bridge: Apply optimizations
    Bridge-->>SemanticLanguageManager: BridgeResult
    SemanticLanguageManager-->>User: Optimized Pareto-Lang data
    
    User->>TerminalVelocity: exit_flow_state()
    TerminalVelocity->>TerminalVelocity: Set flow_state=False, record duration
    
    User->>TerminalVelocity: get_status()
    TerminalVelocity-->>User: Status with velocity, uptime, config
Loading

Copilot AI and others added 25 commits November 4, 2025 04:07
Co-authored-by: SomeRandmGuyy <127457986+SomeRandmGuyy@users.noreply.github.com>
Co-authored-by: SomeRandmGuyy <127457986+SomeRandmGuyy@users.noreply.github.com>
Co-authored-by: SomeRandmGuyy <127457986+SomeRandmGuyy@users.noreply.github.com>
Co-authored-by: SomeRandmGuyy <127457986+SomeRandmGuyy@users.noreply.github.com>
Co-authored-by: SomeRandmGuyy <127457986+SomeRandmGuyy@users.noreply.github.com>
Co-authored-by: SomeRandmGuyy <127457986+SomeRandmGuyy@users.noreply.github.com>
Co-authored-by: SomeRandmGuyy <127457986+SomeRandmGuyy@users.noreply.github.com>
Co-authored-by: SomeRandmGuyy <127457986+SomeRandmGuyy@users.noreply.github.com>
Fix .gitignore conflict for .uvx/ and .fsl_test_env/ directories
Co-authored-by: SomeRandmGuyy <127457986+SomeRandmGuyy@users.noreply.github.com>
….py, and pyproject.toml

Co-authored-by: SomeRandmGuyy <127457986+SomeRandmGuyy@users.noreply.github.com>
- Implemented 21 BAML classes for behavioral analysis prompting
- Implemented 7 ParetoLang classes for declarative operations
- Implemented 7 unified semantic language support classes
- Implemented 7 AI integration classes for processing and optimization
- Implemented 6 XML processing classes for transformation and validation
- Implemented 6 testing framework classes for automation and CI/CD
- All classes are fully functional and can be instantiated
- Added comprehensive type hints and documentation
- Based on specifications from openspec directory

Co-authored-by: SomeRandmGuyy <127457986+SomeRandmGuyy@users.noreply.github.com>
- Fixed XML attribute string concatenation to avoid extra spaces
- Improved XML well-formedness check by filtering declarations first
- Enhanced indentation validation for multi-line XML
- Made variable substitution more robust with regex word boundaries
- Extracted CONSCIOUSNESS_MULTIPLIERS to shared constant

Co-authored-by: SomeRandmGuyy <127457986+SomeRandmGuyy@users.noreply.github.com>
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
- Fix BAMLGenerator to properly interpolate variable names in template
- Use regex for exact element matching in XML schema validation
- Implement stack-based well-formedness checking for proper XML nesting
- Fix TestDataManager to return Dict consistently for all data types
- Remove trailing spaces in XML when no attributes present
- Extract PARETO_VALID_CATEGORIES as shared constant
- Make AILearningSystem max entries configurable with class constant
- Remove unused imports: asyncio from ai_integration and testing, json from testing
- Remove unused constraints variable in AIOptimizer.optimize method

Co-authored-by: SomeRandmGuyy <127457986+SomeRandmGuyy@users.noreply.github.com>
Implement missing semantic language modules for BAML and Pareto-Lang integration
Co-authored-by: SomeRandmGuyy <127457986+SomeRandmGuyy@users.noreply.github.com>
Co-authored-by: SomeRandmGuyy <127457986+SomeRandmGuyy@users.noreply.github.com>
… application

Co-authored-by: SomeRandmGuyy <127457986+SomeRandmGuyy@users.noreply.github.com>
Copilot AI review requested due to automatic review settings November 4, 2025 07:22
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github-actions bot commented Nov 4, 2025

🎯 AI-Enhanced PR Review Complete!

Component Status Details
πŸ“‹ Specification failure AI-generated technical spec
πŸ” Greptile Analysis skipped Deep code review
πŸ”§ Auto-Fixes skipped Copilot-powered fixes
πŸ›‘οΈ Validation skipped Security & performance

πŸš€ Next Steps

  1. Review AI-generated specification and analysis
  2. Check auto-fixes applied by Copilot
  3. Address any remaining security or performance issues
  4. Merge when all quality gates pass

πŸŽ‰ PR review completed by AI-enhanced workflow!

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Pull Request Overview

This PR performs a comprehensive cleanup and consolidation of the FSL Continuum codebase. The changes remove obsolete/duplicate files, improve the build configuration, implement missing functionality for semantic languages and testing frameworks, and enhance the Terminal Velocity model with an intuitive growth-based calculation.

Key changes:

  • Removal of setup.py as the project now uses pyproject.toml (PEP 517/518) exclusively
  • Deletion of backup, fixed, and duplicate configuration files
  • Complete implementation of placeholder classes for semantic languages (BAML, Pareto-Lang), XML processing, AI integration, and testing frameworks
  • Terminal Velocity model refactored to use growth-based velocity calculation (higher values = better performance)
  • Addition of test framework infrastructure with backward compatibility re-exports

Reviewed Changes

Copilot reviewed 49 out of 81 changed files in this pull request and generated 4 comments.

Show a summary per file
File Description
validate_production_readiness.py Removes 'setup.py' from required package files list
Terminal velocity files Complete refactor with growth-based model and comprehensive documentation
Semantic language modules Full implementation of BAML and Pareto-Lang parsers, validators, bridges, and XML transformers
Testing framework modules Complete implementation of test automation, data management, and CI/CD integration
XML & AI processing modules Full implementation replacing placeholder classes
Configuration cleanup Removal of 15+ backup/duplicate/obsolete files
.gitignore Adds patterns for backup files and test environment

πŸ’‘ Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.

Core parser for Pareto-Lang semantic language with XML transformation support.
"""

import json
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Import of 'json' is not used.

Copilot uses AI. Check for mistakes.
import json
import logging
from typing import Dict, List, Optional, Any
from dataclasses import dataclass, asdict
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Import of 'asdict' is not used.

Copilot uses AI. Check for mistakes.
Core parser for BAML semantic language with XML transformation support.
"""

import json
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Import of 'json' is not used.

Copilot uses AI. Check for mistakes.
import json
import logging
from typing import Dict, List, Optional, Any
from dataclasses import dataclass, asdict
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Import of 'asdict' is not used.

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81 files reviewed, 1 comment

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@SomeRandmGuyy
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@copilot open a new pull request to apply changes based on the comments in this thread

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Copilot AI commented Nov 4, 2025

@SomeRandmGuyy I've opened a new pull request, #26, to work on those changes. Once the pull request is ready, I'll request review from you.

Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
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🎯 AI-Enhanced PR Review Complete!

Component Status Details
πŸ“‹ Specification failure AI-generated technical spec
πŸ” Greptile Analysis skipped Deep code review
πŸ”§ Auto-Fixes skipped Copilot-powered fixes
πŸ›‘οΈ Validation skipped Security & performance

πŸš€ Next Steps

  1. Review AI-generated specification and analysis
  2. Check auto-fixes applied by Copilot
  3. Address any remaining security or performance issues
  4. Merge when all quality gates pass

πŸŽ‰ PR review completed by AI-enhanced workflow!

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openhands-ai bot commented Nov 5, 2025

Looks like there are a few issues preventing this PR from being merged!

  • GitHub Actions are failing:
    • .github/workflows/fsl-security.yml
    • .github/workflows/fsl-copilot-review.yml
    • .github/workflows/fsl-context-intelligence-orchestrator.yml
    • .github/workflows/fsl-orchestrator.yml
    • .github/workflows/fsl-predictive-ai.yml
    • .github/workflows/fsl-decomposition.yml
    • .github/workflows/fsl-unified-copilot-orchestrator.yml
    • .github/workflows/fsl-reliability-health-check.yml
    • .github/workflows/schemantics-zero-shot.yml
    • .github/workflows/fsl-spec-copilot.yml
    • .github/workflows/fsl-web3-dao.yml
    • .github/workflows/fsl-execution.yml
    • .github/workflows/fsl-advanced-security.yml
    • FSL Continuum - Loop Initiation
    • AI-Enhanced PR Review & Fix
    • FSL Continuum - Conflict Resolution
    • FSL Continuum - GitHub Copilot CLI Native
    • .github/workflows/fsl-reliability-main.yml
    • .github/workflows/fsl-spec-driven.yml
    • .github/workflows/fsl-self-healing.yml
    • .github/workflows/fsl-schematics-native-orchestrator.yml

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@OpenHands please fix the failing actions on PR #25 at branch `feature/production-restructuring`

Feel free to include any additional details that might help me get this PR into a better state.

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2 participants