README.md

path	/home/tom/github/semcod/redsl

# redsl

4624 functions | 288 classes | 464 files | CC̄ = 3.9

Auto-generated project documentation from source code analysis.

Author: Tom Sapletta
License: Apache-2.0(LICENSE)
Repository: https://github.com/semcod/redsl

Installation

From PyPI

pip install redsl

From Source

git clone https://github.com/semcod/redsl
cd redsl
pip install -e .

Optional Extras

pip install redsl[dev]    # development tools
pip install redsl[deploy]    # deploy features

Quick Start

CLI Usage

# Generate full documentation for your project
redsl ./my-project

# Only regenerate README
redsl ./my-project --readme-only

# Preview what would be generated (no file writes)
redsl ./my-project --dry-run

# Check documentation health
redsl check ./my-project

# Sync — regenerate only changed modules
redsl sync ./my-project

Python API

from redsl import generate_readme, generate_docs, Code2DocsConfig

# Quick: generate README
generate_readme("./my-project")

# Full: generate all documentation
config = Code2DocsConfig(project_name="mylib", verbose=True)
docs = generate_docs("./my-project", config=config)

Architecture

redsl/
    ├── toon
├── SUMR
├── vallm
├── goal
├── README_EN
├── redsl_refactor_report
├── planfile
├── Makefile
├── SUMD
├── docker-compose
    ├── pre-commit-config
├── pyqual
├── requirements
├── sumd
├── pyproject
├── tree
├── TODO
├── pyqual_report
├── prefact
├── CHANGELOG
├── Taskfile
├── Dockerfile
├── project
├── README
├── redsl_scan_report
        ├── state
    ├── weekly-analizator-jakosci
    ├── regix-indeks-regresji
    ├── CONFIG_STANDARD
    ├── proxym-proxy-ai
    ├── prefact-linter-llm-aware
    ├── cost-kalkulator-kosztow-ai
    ├── domd-walidacja-komend-markdown
    ├── goal-automatyczny-git-push
    ├── redup-detekcja-duplikacji
    ├── toonic-format-toon
    ├── API
    ├── clickmd-markdown-terminal
    ├── CONFIG_MIGRATION
    ├── heal-zdrowie-wellness
    ├── model-policy-quickstart
    ├── metrun-profilowanie-wydajnosci
    ├── nfo-automatyczne-logowanie-funkcji
    ├── autonomous_pr_example
    ├── prellm-preprocessing-llm
    ├── pyqual-quality-gates
    ├── planfile-automatyzacja-sdlc
    ├── code2docs-automatyczna-dokumentacja
    ├── code2llm-analiza-przeplywu-kodu
    ├── vallm-walidacja-kodu-llm
    ├── CONFIG_CHEATSHEET
    ├── ats-benchmark
    ├── model-policy
    ├── qualbench-ci-dla-kodu-ai
    ├── llx-routing-modeli-llm
    ├── code2logic-analiza-nlp
    ├── zautomatyzowany-biznes-semcod
    ├── pactfix-bash-analyzer
    ├── pfix-self-healing-python
    ├── README
    ├── validation
        ├── advanced
        ├── default
        ├── main
        ├── README
        ├── advanced
        ├── default
        ├── main
        ├── README
        ├── advanced
        ├── default
        ├── main
        ├── README
        ├── advanced
        ├── default
        ├── main
        ├── README
        ├── advanced
        ├── default
        ├── main
        ├── README
        ├── advanced
        ├── default
        ├── main
        ├── README
        ├── main
        ├── README
        ├── advanced
        ├── team_rules
        ├── default
        ├── main
        ├── README
        ├── advanced
        ├── default
        ├── main
        ├── README
        ├── advanced
        ├── default
        ├── main
        ├── README
        ├── advanced
        ├── default
        ├── main
        ├── README
    ├── models
    ├── redsl_refactor_report
    ├── complex_code
        ├── config
            ├── backlog
            ├── current
        ├── toon
    ├── redsl_refactor_report
    ├── bad_code
    ├── redsl_refactor_plan
    ├── validation
    ├── hybrid_refactor_results
    ├── pyqual_report
    ├── redsl_batch_hybrid_report
        ├── toon
        ├── toon
    ├── SUMR
    ├── propozycje
    ├── nda-form
    ├── nda-wzor
    ├── smoke-test
    ├── README_CONFIG
    ├── DEPLOY_CHECKLIST
    ├── README_PROPozycje
    ├── Makefile
    ├── bootstrap
    ├── SUMD
    ├── config-editor
    ├── README-PLESK
    ├── email-notifications
    ├── docker-compose
    ├── phpunit
    ├── install-plesk
    ├── proposals
    ├── polityka-prywatnosci
    ├── index
    ├── composer
    ├── README_NDA
    ├── test-plesk
    ├── config-api
    ├── Dockerfile
    ├── project
    ├── regulamin
    ├── README
    ├── app
        ├── index
        ├── landing-page-copy
        ├── README
        ├── authorize
        ├── access_token
        ├── user
        ├── index
        ├── logs
        ├── tickets
        ├── index
        ├── invoices
        ├── auth
        ├── scans
        ├── contracts
        ├── clients
        ├── projects
        ├── en
        ├── de
        ├── pl
        ├── index
        ├── context
        ├── prompt
            ├── toon
        ├── calls
            ├── toon
            ├── toon
        ├── README
            ├── toon
            ├── toon
                ├── toon
        ├── invoice-generator
        ├── scan-worker
        ├── index
        ├── redsl
        ├── toon
    ├── default_rules
        ├── vallm-pre-commit
        ├── pre-commit-hook
    ├── context
    ├── prompt
        ├── toon
        ├── toon
    ├── README
        ├── toon
        ├── toon
    ├── config
    ├── consciousness_loop
├── redsl/
    ├── __main__
    ├── history
    ├── orchestrator
    ├── main
    ├── pyqual_report
        ├── cli_awareness
        ├── _fixer_utils
        ├── _scan_report
        ├── doctor
        ├── sumr_planfile/
        ├── doctor_indent_fixers
        ├── planfile_bridge
        ├── scan
        ├── doctor_fstring_fixers
        ├── doctor_fixers
        ├── _guard_fixers
        ├── plan_sync
        ├── doctor_helpers
        ├── multi_project
        ├── doctor_data
        ├── github_source
        ├── cli_autonomy
        ├── cli_doctor
        ├── hybrid
        ├── _indent_fixers
        ├── doctor_detectors
        ├── batch
            ├── reporting
            ├── runner
            ├── verdict
        ├── batch_pyqual/
            ├── utils
            ├── models
            ├── pipeline
            ├── discovery
            ├── config_gen
            ├── reporting
            ├── helpers
            ├── runner
        ├── autofix/
            ├── models
            ├── todo_gen
            ├── pipeline
            ├── hybrid
            ├── discovery
            ├── extractors
            ├── parsers
            ├── utils
            ├── models
            ├── core
            ├── ruff_analyzer
            ├── mypy_analyzer
            ├── reporter
        ├── pyqual/
            ├── bandit_analyzer
            ├── fix_decisions
            ├── ast_analyzer
            ├── validator
            ├── analyzer
            ├── reporter
        ├── autonomy_pr/
            ├── models
            ├── git_ops
        ├── applier
        ├── store
        ├── llm_policy
        ├── nlp_handlers
        ├── proposals
        ├── catalog
        ├── security
    ├── config_standard/
        ├── agent_bridge
        ├── paths
        ├── models
        ├── core
        ├── profiles
        ├── secrets
    ├── debug
        ├── workflow
        ├── full_pipeline
        ├── basic_analysis
    ├── examples/
        ├── _common
        ├── pyqual_example
        ├── badge
        ├── custom_rules
        ├── awareness
        ├── api_integration
        ├── audit
        ├── pr_bot
        ├── memory_learning
    ├── diagnostics/
        ├── perf_bridge
    ├── core/
        ├── pipeline
        ├── quality_gate
        ├── review
        ├── intent
    ├── autonomy/
        ├── metrics
        ├── adaptive_executor
        ├── scheduler
        ├── smart_scorer
        ├── auto_fix
        ├── growth_control
    ├── formatters/
        ├── refactor
        ├── core
        ├── cycle
        ├── pyqual_report
        ├── debug
        ├── batch
    ├── memory/
        ├── llm_banner
        ├── config
        ├── examples
        ├── pyqual
        ├── events
    ├── cli/
        ├── scan
        ├── __main__
        ├── refactor
        ├── logging
        ├── deploy
        ├── model_policy
        ├── utils
        ├── models
        ├── planfile
        ├── workflow
        ├── debug
        ├── batch
        ├── planfile_runner
        ├── resolution
        ├── decision
        ├── reporter
    ├── execution/
        ├── planfile_updater
        ├── pyqual_validators
        ├── sandbox_execution
        ├── backup_manager
        ├── validation
        ├── reflector
        ├── executor
        ├── project_scanner
        ├── cycle
        ├── workflow
        ├── deploy_detector
        ├── redeploy_bridge
        ├── base
    ├── bridges/
        ├── context
            ├── toon
        ├── README
            ├── toon
                ├── toon
                ├── toon
                ├── toon
                ├── toon
                ├── toon
                ├── toon
        ├── gate
    ├── llm/
        ├── selection/
        ├── llx_router
        ├── registry/
            ├── models
            ├── aggregator
                ├── base
            ├── sources/
            ├── ops
            ├── config
            ├── metrics
            ├── models
            ├── checks
            ├── strategy
            ├── selector
        ├── direct_types
        ├── direct_guard
        ├── engine
        ├── direct
        ├── diff_manager
        ├── direct_imports
        ├── prompts
        ├── ast_transformers
        ├── body_restorer
    ├── refactors/
        ├── models
        ├── direct_constants
        ├── _base
    ├── ci/
        ├── github_actions
        ├── git_timeline
        ├── ecosystem
        ├── timeline_git
        ├── timeline_toon
        ├── timeline_models
    ├── awareness/
        ├── proactive
        ├── timeline_analysis
        ├── change_patterns
        ├── self_model
        ├── health_model
        ├── sandbox
    ├── validation/
        ├── vallm_bridge
        ├── pyqual_bridge
        ├── testql_bridge
        ├── regix_bridge
        ├── tool_check
    ├── utils/
        ├── json_helpers
        ├── python_analyzer
        ├── sumd_bridge
        ├── incremental
        ├── analyzer
        ├── quality_visitor
    ├── analyzers/
        ├── metrics
        ├── redup_bridge
        ├── toon_analyzer
        ├── semantic_chunker
        ├── utils
        ├── resolver
        ├── code2llm_bridge
        ├── radon_analyzer
            ├── project_parser
        ├── parsers/
            ├── functions_parser
            ├── validation_parser
            ├── duplication_parser
        ├── webhook
    ├── integrations/
        ├── pyqual_routes
        ├── health_routes
    ├── api/
        ├── refactor_routes
        ├── scan_routes
        ├── models
        ├── cqrs_routes
        ├── webhook_routes
        ├── openapi
        ├── debug_routes
        ├── example_routes
            ├── commands
            ├── events
        ├── cqrs/
            ├── websocket_manager
            ├── queries
            ├── projections
        ├── engine
    ├── dsl/
        ├── rule_generator
            ├── context
            ├── README
                ├── toon
    ├── prompt
        ├── toon
    ├── context
        ├── toon
    ├── README
        ├── toon
        ├── toon
    ├── calls
        ├── toon

API Overview

Classes

• HistoryEvent — —
• HistoryWriter — —
• HistoryReader — —
• ConsciousnessLoop — —
• LLMConfig — —
• MemoryConfig — —
• AnalyzerConfig — —
• RefactorConfig — —
• AgentConfig — —
• CycleReport — —
• RefactorOrchestrator — —
• HistoryEvent — —
• HistoryWriter — —
• HistoryReader — —
• ConsciousnessLoop — —
• LLMConfig — —
• MemoryConfig — —
• AnalyzerConfig — —
• RefactorConfig — —
• AgentConfig — —
• CycleReport — —
• RefactorOrchestrator — —
• SessionManager — —
• SessionValidator — —
• SessionStore — —
• SessionLifecycle — —
• Formatter — —
• Formatter — —
• FileChange — Zmiana w pojedynczym pliku.
• RefactorProposal — Propozycja refaktoryzacji wygenerowana przez LLM.
• RefactorResult — Wynik zastosowania refaktoryzacji.
• GodClass — A god class with too many responsibilities.
• BadClass — —
• LLMConfig — Konfiguracja warstwy LLM.
• MemoryConfig — Konfiguracja systemu pamięci.
• AnalyzerConfig — Konfiguracja analizatora kodu.
• RefactorConfig — Konfiguracja silnika refaktoryzacji.
• AgentConfig — Główna konfiguracja agenta.
• ConsciousnessLoop — Ciągła pętla „świadomości" agenta.
• HistoryEvent — A single persisted event in the refactor history.
• HistoryWriter — Append-only history logger backed by .redsl/history.jsonl.
• HistoryReader — Read-only access to .redsl/history.jsonl for querying and dedup.
• CycleReport — Raport z jednego cyklu refaktoryzacji.
• RefactorOrchestrator — Główny orkiestrator — „mózg" systemu.
• ProjectScanResult — Scan result for a single project.
• MergeResult — —
• SyncResult — —
• ProjectAnalysis — Wyniki analizy pojedynczego projektu.
• MultiProjectReport — Zbiorczy raport z analizy wielu projektów.
• MultiProjectRunner — Uruchamia ReDSL na wielu projektach.
• Issue — A single detected issue.
• DoctorReport — Aggregated report for one project.
• PyqualProjectResult — Result of pyqual pipeline for a single project.
• ProjectContext — Mutable context passed through pipeline stages.
• ProjectFixResult — Result of autofix processing for a single project.
• PlanTask — —
• SumrData — —
• PlanfileResult — —
• RuffAnalyzer — Uruchamia ruff i zbiera wyniki.
• MypyAnalyzer — Uruchamia mypy i zbiera wyniki.
• Reporter — Generuje rekomendacje i zapisuje raporty analizy jakości.
• PyQualAnalyzer — Python code quality analyzer — fasada nad wyspecjalizowanymi analizatorami.
• BanditAnalyzer — Uruchamia bandit i zbiera wyniki bezpieczeństwa.
• AstAnalyzer — Analizuje pliki Python przez AST w poszukiwaniu typowych problemów jakości.
• ApplyResult — —
• ConfigApplier — Apply config proposals atomically with locking and audit logging.
• ConfigStoreError — —
• ConfigVersionMismatch — —
• ConfigValidationError — —
• ConfigHistoryRecord — —
• ConfigStore — Manage a redsl-config directory with manifest, profiles and history.
• LLMPolicy — —
• CostWeights — —
• CodingTiers — —
• DefaultOperationTiers — —
• CodingConfig — —
• ToolError — Raised when a tool call fails validation or execution.
• ProposalMetadata — —
• ConfigPreconditions — —
• ConfigValidationState — —
• ConfigChange — —
• ConfigChangeProposal — —
• PathCatalogEntry — —
• SecretMatch — —
• SecretInterceptor — Redact secret-looking substrings before data is shown to an LLM.
• ConfigBridgeError — Raised when config bridge cannot resolve configuration.
• ConfigOrigin — —
• ConfigMetadata — —
• RegistrySource — —
• CacheConfig — —
• RedslConfigSpec — —
• RedslConfigDocument — —
• SecretRotation — —
• SecretSpec — —
• Bottleneck — —
• CriticalStep — —
• PerformanceReport — —
• StepResult — —
• PipelineStep — Abstract base for a single pipeline step.
• PipelineResult — —
• Pipeline — Run a sequence of PipelineStep objects against a shared context dict.
• GateVerdict — Result of a quality gate check.
• AutonomyMetrics — Metrics for the autonomy subsystem.
• AdaptiveExecutor — Execute decisions while adapting strategy on repeated failures.
• AutonomyMode — —
• Scheduler — Periodic quality-improvement loop.
• AutoFixResult — Outcome of the auto-fix pipeline.
• GrowthBudget — LOC growth budget per iteration.
• GrowthController — Enforce growth budgets on a project.
• ModuleBudget — Complexity budget for a single module.
• MemoryEntry — Pojedynczy wpis w pamięci.
• MemoryLayer — Warstwa pamięci oparta na ChromaDB.
• InMemoryCollection — Fallback gdy ChromaDB nie jest dostępne.
• AgentMemory — Kompletny system pamięci z trzema warstwami.
• ProjectMap — Structured inventory of config files found in a project.
• PerceiveConfig — —
• DecideConfig — —
• ExecuteConfig — —
• TuneConfig — —
• ValidateStepConfig — —
• ValidateConfig — —
• PlanfileConfig — —
• ReflectConfig — —
• StorageConfig — Controls where redsl stores its logs and LLM chat history.
• DeployConfig — Controls whether and how redsl performs push / publish after a cycle.
• ProjectMapConfig — Inventory of configuration files found in the project.
• WorkflowConfig — —
• DeployAction — A single detected push or publish action.
• DetectedDeployConfig — Result of auto-detection for a single project.
• CliBridge — Base class for bridges wrapping external CLI tools.
• ModelRejectedError — Raised when model is rejected by policy.
• ModelAgeGate — Enforces model age and lifecycle policy before LLM calls.
• LLMResponse — Odpowiedź z modelu LLM.
• LLMLayer — Warstwa abstrakcji nad LLM z obsługą:
• ModelSelection — —
• PolicyMode — Policy mode for model age checking.
• UnknownReleaseAction — Action when model release date is unknown.
• Pricing — Ceny USD per token (nie per million!).
• Capabilities — Features modelu istotne dla programowania.
• QualitySignals — Sygnały jakości z różnych benchmarków.
• ModelInfo — Information about an LLM model.
• PolicyDecision — Result of policy check for a model.
• RegistryAggregator — Aggregates model info from multiple sources with caching.
• ModelRegistrySource — Abstract base class for model registry sources.
• OpenRouterSource — OpenRouter public API - no auth required, ~300+ models.
• ModelsDevSource — Models.dev community API - public, ~200+ models.
• OpenAIProviderSource — Native OpenAI API - requires key, authoritative for OpenAI models.
• AnthropicProviderSource — Native Anthropic API - requires key, authoritative for Claude models.
• AiderLeaderboardSource — Drugie niezależne źródło — benchmark polyglot od Aider.
• CostProfile — Jak liczymy koszt per model.
• CodingRequirements — Wymagania techniczne dla modelu do kodowania.
• ModelCandidate — Kandydat na model z metrykami.
• ModelSelectionError — Raised when no model can be selected.
• SelectionStrategy — Strategia wyboru modelu.
• ModelSelector — Wybiera najtańszy model spełniający wymagania.
• DirectTypesRefactorer — Handles return type annotation addition.
• DirectGuardRefactorer — Handles main guard wrapping for module-level execution code.
• RefactorEngine — Silnik refaktoryzacji z pętlą refleksji.
• DirectRefactorEngine — Applies simple refactorings directly via AST manipulation.
• DirectImportRefactorer — Handles import-related direct refactoring.
• ReturnTypeAdder — AST transformer to add return type annotations.
• UnusedImportRemover — AST transformer to remove unused imports.
• FileChange — Zmiana w pojedynczym pliku.
• RefactorProposal — Propozycja refaktoryzacji wygenerowana przez LLM.
• RefactorResult — Wynik zastosowania refaktoryzacji.
• DirectConstantsRefactorer — Handles magic number to constant extraction.
• DirectRefactorBase — Mixin that provides get_applied_changes for Direct* refactorers.
• WorkflowConfig — Konfiguracja generowanego workflow.
• GitTimelineAnalyzer — Build a historical metric timeline from git commits — facade.
• ProjectNode — Single project node in the ecosystem graph.
• EcosystemGraph — Basic ecosystem graph for semcod-style project collections.
• GitTimelineProvider — Provides git-based timeline data.
• ToonCollector — Collects and processes toon files from git history.
• MetricPoint — Single timeline point captured from a git commit.
• TrendAnalysis — Trend summary for a single metric series.
• TimelineSummary — High-level summary of a git timeline.
• AwarenessSnapshot — Compact overview of the current awareness state for a project.
• AwarenessManager — Facade that combines all awareness layers into one snapshot.
• ProactiveAlert — A proactive issue detected from trends.
• ProactiveAnalyzer — Turn trend forecasts into alerts and suggested interventions.
• TimelineAnalyzer — Analyzes metric trends from timeline data.
• ChangePattern — A learned pattern describing a recurring change shape.
• ChangePatternLearner — Infer patterns from timeline deltas and trend transitions.
• CapabilityStat — Track how well the agent performs a capability.
• AgentCapabilityProfile — Structured self-assessment summary.
• SelfModel — Introspective model backed by agent memory.
• HealthDimension — Single health dimension with score and rationale.
• UnifiedHealth — Aggregated health snapshot.
• HealthModel — Combine timeline metrics into a single health snapshot.
• DockerNotFoundError — Raised when Docker daemon is not available.
• SandboxError — Raised for sandbox-level failures.
• RefactorSandbox — Docker sandbox do bezpiecznego testowania refaktoryzacji.
• TestqlVerdict — Validation verdict from testql scenario execution.
• TestqlValidator — Post-refactoring validator using testql scenarios.
• PythonAnalyzer — Analizator plików .py przez stdlib ast.
• SumdMetrics — Metrics extracted from sumd analysis.
• SumdAnalyzer — Native project analyzer using sumd extractor patterns.
• EvolutionaryCache — Cache wyników analizy per-plik oparty o hash pliku.
• IncrementalAnalyzer — Analizuje tylko zmienione pliki i scala z cached wynikami.
• CodeAnalyzer — Główny analizator kodu — fasada.
• CodeQualityVisitor — Detects common code quality issues in Python AST.
• CodeMetrics — Metryki pojedynczej funkcji/modułu.
• AnalysisResult — Wynik analizy projektu.
• ToonAnalyzer — Analizator plików toon — przetwarza dane z code2llm.
• SemanticChunk — Wycięty semantyczny fragment kodu gotowy do wysłania do LLM.
• SemanticChunker — Buduje semantyczne chunki kodu dla LLM.
• PathResolver — Resolver ścieżek i kodu źródłowego funkcji.
• ProjectParser — Parser sekcji project_toon.
• ToonParser — Parser plików toon — fasada nad wyspecjalizowanymi parserami.
• FunctionsParser — Parser sekcji functions_toon — per-funkcja CC.
• ValidationParser — Parser sekcji validation_toon.
• DuplicationParser — Parser sekcji duplication_toon.
• ScanRepoRequest — Request to scan a remote repository.
• ScanRepoResponse — Response from remote repository scan.
• AnalyzeRequest — —
• RefactorRequest — —
• BatchSemcodRequest — —
• BatchHybridRequest — —
• DebugConfigRequest — —
• DebugDecisionsRequest — —
• PyQualAnalyzeRequest — —
• PyQualFixRequest — —
• RulesRequest — —
• ExampleRunRequest — —
• DecisionResponse — —
• CycleRequest — —
• CycleResponse — —
• ScanRemoteRequest — Request to scan remote repository.
• ScanRemoteResponse — Response from scan operation.
• RefactorRequest — Request to run refactoring.
• QueryResponse — Generic query response.
• EventStreamRequest — Request for event stream subscription.
• Command — Base command.
• ScanRemoteCommand — Command to scan remote repository.
• RefactorCommand — Command to run refactoring cycle.
• CommandHandler — Base command handler.
• ScanRemoteHandler — Handler for ScanRemoteCommand.
• RefactorHandler — Handler for RefactorCommand.
• CommandBus — Command Bus - dispatches commands to handlers.
• DomainEvent — Base class for domain events.
• ScanStarted — Event emitted when remote scan starts.
• ScanProgress — Event emitted during scan progress.
• ScanCompleted — Event emitted when scan completes successfully.
• ScanFailed — Event emitted when scan fails.
• RefactorStarted — Event emitted when refactoring starts.
• RefactorProgress — Event emitted during refactoring.
• RefactorCompleted — Event emitted when refactoring completes.
• EventStore — Append-only event store with file-based persistence.
• WebSocketManager — Manages WebSocket connections for real-time event streaming.
• Query — Base query.
• ScanResultQuery — Query for scan results.
• ProjectHealthQuery — Query for project health metrics.
• RecentEventsQuery — Query for recent events.
• AggregateHistoryQuery — Query for aggregate event history.
• QueryHandler — Base query handler.
• ScanResultHandler — Handler for ScanResultQuery - reads from projection.
• ProjectHealthHandler — Handler for ProjectHealthQuery.
• RecentEventsHandler — Handler for RecentEventsQuery - reads from event store.
• AggregateHistoryHandler — Handler for AggregateHistoryQuery.
• QueryBus — Query Bus - dispatches queries to handlers.
• Projection — Base class for read model projections.
• ScanProjection — Projection for scan results.
• ProjectHealthProjection — Projection for project health over time.
• ProjectionManager — Manages projections and rebuilds them from events.
• Operator — —
• RefactorAction — —
• Condition — Pojedynczy warunek DSL.
• Rule — Reguła DSL: warunki → akcja z priorytetem.
• Decision — Wynik ewaluacji reguł — decyzja co refaktoryzować.
• DSLEngine — Silnik ewaluacji reguł DSL.
• LearnedRule — Reguła DSL wygenerowana z wzorców w pamięci.
• RuleGenerator — Generuje nowe reguły DSL z historii refaktoryzacji w pamięci agenta.

Functions

• cmd_analyze() — —
• cmd_explain() — —
• cmd_refactor() — —
• cmd_memory_stats() — —
• cmd_serve() — —
• main() — —
• record() — —
• record_event() — —
• decision_signature() — —
• has_recent_signature() — —
• load_events() — —
• filter_by_file() — —
• filter_by_type() — —
• has_recent_proposal() — —
• has_recent_ticket() — —
• generate_decision_report() — —
• main_loop() — —
• run() — —
• stop() — —
• is_local() — —
• api_key() — —
• from_env() — —
• run_cycle() — —
• run_from_toon_content() — —
• add_custom_rules() — —
• OPENAI_API_KEY() — —
• main() — —
• main() — —
• process_order() — —
• demo_policy_check() — —
• demo_list_allowed() — —
• demo_safe_completion() — —
• demo_strict_mode() — —
• is_available() — —
• generate_toon_files() — —
• read_toon_contents() — —
• analyze_with_code2llm() — —
• maybe_analyze() — —
• get_changed_files() — —
• get_staged_files() — —
• ast_max_nesting_depth() — —
• ast_cyclomatic_complexity() — —
• is_radon_available() — —
• run_radon_cc() — —
• extract_max_cc_per_file() — —
• enhance_metrics_with_radon() — —
• scan_duplicates() — —
• scan_as_toon() — —
• enrich_analysis() — —
• get_refactor_suggestions() — —
• analyze_with_sumd() — —
• create_app() — —
• auto_fix_violations() — —
• check_module_budget() — —
• analyze_commit_intent() — —
• collect_autonomy_metrics() — —
• save_metrics() — —
• load_metrics() — —
• run_quality_gate() — —
• install_pre_commit_hook() — —
• review_staged_changes() — —
• smart_score() — —
• generate_github_workflow() — —
• install_github_workflow() — —
• cli() — —
• batch() — —
• batch_semcod() — —
• batch_hybrid() — —
• batch_autofix() — —
• batch_pyqual_run() — —
• register_batch() — —
• config() — —
• config_init() — —
• config_validate() — —
• config_diff() — —
• config_history() — —
• config_apply() — —
• config_clone() — —
• config_show() — —
• config_rollback() — —
• register_config() — —
• debug() — —
• debug_ast() — —
• debug_llm() — —
• debug_metrics() — —
• register_debug() — —
• example() — —
• example_basic_analysis() — —
• example_custom_rules() — —
• example_full_pipeline() — —
• example_memory_learning() — —
• example_api_integration() — —
• example_awareness() — —
• example_pyqual() — —
• example_audit() — —
• example_pr_bot() — —
• example_badge() — —
• example_list() — —
• register_examples() — —
• print_llm_banner() — —
• setup_logging() — —
• register_model_policy() — —
• model_policy() — —
• check_model() — —
• list_models() — —
• refresh_registry() — —
• show_config() — —
• register_models() — —
• models_group() — —
• pick_coding() — —
• list_coding() — —
• estimate_cost() — —
• show_coding_config() — —
• planfile_group() — —
• planfile_sync() — —
• planfile_show() — —
• register() — —
• pyqual() — —
• pyqual_analyze() — —
• pyqual_fix() — —
• register_pyqual() — —
• refactor() — —
• register_refactor() — —
• scan() — —
• perf_command() — —
• cost_command() — —
• render_markdown() — —
• run_autofix_batch() — —
• run_autonomous_pr() — —
• run_semcod_batch() — —
• apply_refactor() — —
• measure_todo_reduction() — —
• process_project() — —
• run_pyqual_batch() — —
• run_cmd() — —
• git_status_lines() — —
• resolve_profile() — —
• compute_verdict() — —
• diagnose() — —
• heal() — —
• heal_batch() — —
• detect_broken_guards() — —
• detect_stolen_indent() — —
• detect_broken_fstrings() — —
• detect_stale_pycache() — —
• detect_missing_install() — —
• detect_module_level_exit() — —
• detect_version_mismatch() — —
• detect_pytest_cli_collision() — —
• fix_broken_guards() — —
• fix_stolen_indent() — —
• fix_broken_fstrings() — —
• fix_stale_pycache() — —
• fix_missing_install() — —
• fix_module_level_exit() — —
• fix_version_mismatch() — —
• fix_pytest_collision() — —
• run_hybrid_quality_refactor() — —
• run_hybrid_batch() — —
• run_multi_analysis() — —
• create_ticket() — —
• list_tickets() — —
• report_refactor_results() — —
• run_pyqual_analysis() — —
• run_pyqual_fix() — —
• build_pyqual_fix_decisions() — —
• scan_folder() — —
• parse_sumr() — —
• toon_to_tasks() — —
• refactor_plan_to_tasks() — —
• generate_planfile() — —
• resolve_secret_ref() — —
• find_config_root() — —
• load_agent_config_from_substrate() — —
• agent_config_from_substrate_or_env() — —
• get_risk_level() — —
• search_schema_matches() — —
• dispatch_tool() — —
• parse_config_path() — —
• get_nested_value() — —
• set_nested_value() — —
• remove_nested_value() — —
• deep_merge() — —
• deep_diff() — —
• materialize_diff() — —
• walk_paths() — —
• build_default_config() — —
• config_doc_to_yaml() — —
• export_config_schema() — —
• export_proposal_schema() — —
• proposal_to_yaml() — —
• is_sensitive_key() — —
• mask_sensitive_mapping() — —
• main_loop() — —
• profile_refactor_cycle() — —
• profile_llm_latency() — —
• profile_memory_operations() — —
• generate_optimization_report() — —
• load_example_yaml() — —
• list_available_examples() — —
• print_banner() — —
• parse_scenario() — —
• run_api_integration_example() — —
• run_audit_example() — —
• run_awareness_example() — —
• run_badge_example() — —
• run_basic_analysis_example() — —
• run_custom_rules_example() — —
• run_full_pipeline_example() — —
• run_memory_learning_example() — —
• run_pr_bot_example() — —
• run_pyqual_example() — —
• run_cycle() — —
• run_from_toon_content() — —
• explain_decisions() — —
• get_memory_stats() — —
• estimate_cycle_cost() — —
• execute_sandboxed() — —
• format_batch_results() — —
• format_batch_report_markdown() — —
• format_cycle_report_yaml() — —
• format_cycle_report_markdown() — —
• format_plan_yaml() — —
• format_cycle_report_toon() — —
• format_debug_info() — —
• format_refactor_plan() — —
• handle_push_webhook() — —
• get_gate() — —
• safe_completion() — —
• check_model_policy() — —
• list_allowed_models() — —
• select_model() — —
• select_reflection_model() — —
• apply_provider_prefix() — —
• call_via_llx() — —
• build_selector() — —
• select_model_for_operation() — —
• get_selector() — —
• invalidate_selector() — —
• track_model_selection() — —
• check_cost_per_call() — —
• cmd_analyze() — —
• cmd_explain() — —
• cmd_refactor() — —
• cmd_memory_stats() — —
• cmd_serve() — —
• repair_file() — —
• repair_directory() — —
• generate_diff() — —
• preview_proposal() — —
• create_checkpoint() — —
• rollback_to_checkpoint() — —
• rollback_single_file() — —
• build_ecosystem_context() — —
• extract_json_block() — —
• is_tool_available() — —
• doctor() — —
• check_gates() — —
• get_status() — —
• validate_config() — —
• init_config() — —
• run_pipeline() — —
• git_commit() — —
• git_push() — —
• snapshot() — —
• compare() — —
• compare_snapshots() — —
• rollback_working_tree() — —
• validate_no_regression() — —
• validate_working_tree() — —
• sandbox_available() — —
• generate_behavior_tests() — —
• generate_snapshot_test() — —
• verify_behavior_preserved() — —
• discover_test_command() — —
• run_tests() — —
• validate_refactor() — —
• validate_with_testql() — —
• check_testql_available() — —
• validate_patch() — —
• validate_proposal() — —
• blend_confidence() — —
• process_data() — —
• process_data_copy() — —
• calculate() — —
• calculate_area() — —
• process_items() — —
• format_data() — —
• pytest_configure() — —
• redsl_root() — —
• cached_analysis() — —
• test_resolve_secret_ref_env() — —
• test_resolve_secret_ref_file() — —
• test_resolve_secret_ref_file_not_found() — —
• test_find_config_root_in_cwd() — —
• test_find_config_root_in_parent() — —
• test_find_config_root_not_found() — —
• test_load_agent_config_from_substrate() — —
• test_agent_config_from_substrate_or_env_fallback_to_env() — —
• test_agent_config_from_env_uses_substrate_when_available() — —
• test_config_bridge_error_messages() — —
• test_create_app_registers_single_health_route() — —
• test_health_endpoint_returns_expected_payload() — —
• test_examples_list_endpoint() — —
• test_examples_run_endpoint() — —
• test_examples_yaml_endpoint() — —
• test_examples_run_unknown_returns_error() — —
• test_debug_config_masks_sensitive_environment_values() — —
• tmp_git_project() — —
• test_awareness_manager_build_snapshot_and_context() — —
• test_awareness_manager_snapshot_cache_invalidates_on_memory_change() — —
• test_self_model_records_outcome_and_assesses() — —
• test_proactive_analyzer_orders_critical_alert_first() — —
• test_cli_registers_awareness_commands_and_renders_json() — —
• test_root_package_exports_awareness_facade() — —
• test_find_packages_finds_real_packages() — —
• test_filter_packages_supports_include_and_exclude() — —
• test_build_summary_aggregates_correctly() — —
• test_resolve_profile_prefers_publish_when_auto() — —
• test_resolve_profile_defaults_to_python_when_pipeline_requested() — —
• test_compute_verdict_returns_ready_for_dry_run_success() — —
• test_compute_verdict_fails_when_dry_run_push_preflight_fails() — —
• test_process_project_skips_dirty_repo_when_requested() — —
• test_run_pyqual_batch_stops_on_fail_fast() — —
• test_run_pyqual_batch_smoke_with_mocked_project_flow() — —
• test_save_report_includes_project_notes_for_verdict_reasons_and_errors() — —
• test_pyqual_yaml_template_is_valid_yaml() — —
• test_pyqual_project_result_defaults() — —
• sample_file() — —
• test_config_init_validate_and_show() — —
• test_config_diff_history_apply_and_clone() — —
• test_config_rollback() — —
• test_refactor_dry_run_yaml_renders_plan_and_skips_cycle() — —
• test_refactor_live_json_emits_payload_and_passes_flags() — —
• test_example_list_shows_all_scenarios() — —
• test_example_memory_learning_default() — —
• test_example_basic_analysis_advanced() — —
• test_batch_pyqual_run_help() — —
• test_batch_pyqual_run_forwards_options() — —
• test_batch_autofix_help() — —
• test_secret_interceptor_redacts_and_resolves() — —
• test_store_save_load_validate_and_clone() — —
• test_applier_apply_and_rollback() — —
• test_store_history_can_be_serialized_as_json() — —
• test_project() — —
• git_project() — —
• runner() — —
• api_client() — —
• basic_analysis_result() — —
• custom_rules_result() — —
• full_pipeline_result() — —
• memory_learning_result() — —
• api_integration_result() — —
• awareness_result() — —
• pyqual_result() — —
• audit_result() — —
• pr_bot_result() — —
• badge_result() — —
• test_all_examples_exist() — —
• test_examples_have_readme() — —
• test_example_yaml_files_exist() — —
• test_advanced_examples_run() — —
• test_toon_candidate_priority_classifies_known_categories() — —
• test_analyze_trends_preserves_cc_alias() — —
• test_build_timeline_graceful_fallback_without_git() — —
• test_find_degradation_sources_returns_largest_jump_first() — —
• test_predict_future_state_returns_degrading_prediction() — —
• analyzer() — —
• dsl() — —
• goal_analysis() — —
• pfix_analysis() — —
• project_path() — —
• test_llm_execution() — —
• two_projects() — —
• redsl_analysis() — —
• redsl_enriched_analysis() — —
• test_toon_to_tasks_decisions() — —
• test_toon_to_tasks_layers_high_cc() — —
• test_refactor_plan_to_tasks() — —
• test_generate_planfile_dry_run() — —
• test_generate_planfile_writes_yaml() — —
• test_generate_planfile_merge_preserves_done() — —
• test_cli_planfile_sync_dry_run() — —
• test_cli_planfile_show() — —
• test_cli_planfile_sync_json_format() — —
• record() — —
• record_event() — —
• decision_signature() — —
• has_recent_signature() — —
• load_events() — —
• filter_by_file() — —
• filter_by_type() — —
• has_recent_proposal() — —
• has_recent_ticket() — —
• generate_decision_report() — —
• run() — —
• stop() — —
• is_local() — —
• api_key() — —
• from_env() — —
• add_custom_rules() — —
• main() — —
• OPENROUTER_API_KEY() — —
• print() — —
• process_data() — —
• print() — —
• safe_completion() — —
• check_model_policy() — —
• generate_readme() — —
• main() — —
• main() — —
• print() — —
• print() — —
• main() — —
• validate() — —
• store() — —
• lifecycle() — —
• retry_with_backoff() — —
• main() — —
• main() — —
• process_order() — —
• reconcile_invoice() — —
• process_order() — —
• main() — —
• demo_policy_check() — Demonstrate checking models against policy.
• demo_list_allowed() — Demonstrate listing all allowed models.
• demo_safe_completion() — Demonstrate safe completion with policy enforcement.
• demo_strict_mode() — Demonstrate strict vs non-strict mode.
• main() — Run all demos.
• print() — —
• main() — —
• main() — —
• process() — —
• helper() — —
• format() — —
• pad() — —
• verify() — —
• generate_token() — —
• process() — —
• helper() — —
• format() — —
• main() — —
• main() — —
• process_data(data, mode, threshold, callback) — Very complex function with high CC.
• process_data_copy(data, mode, threshold, callback) — Copy of process_data - exact duplicate.
• calculate(x, y, z) — —
• fetchCompanyData() — —
• h() — —
• extractNip() — —
• handleStep1() — —
• buildClientData() — —
• saveClient() — —
• createNdaContract() — —
• saveNdaToDatabase() — —
• storeStep2Data() — —
• handleStep2() — —
• generateNDAText() — —
• check_http() — —
• check_content() — —
• check_php_syntax() — —
• check_env_exists() — —
• check_encryption_key() — —
• check_directories() — —
• check_admin_auth() — —
• check_cron_scripts() — —
• env() — —
• h() — —
• csrf_token() — —
• check_rate_limit() — —
• h_ce() — —
• loadConfig() — —
• saveConfig() — —
• getNestedValue() — —
• getRiskLevel() — —
• generateProposalEmail() — —
• sendProposalEmail() — —
• generateAccessToken() — —
• verifyAccessToken() — —
• parseSelection() — —
• h() — —
• h_pp() — —
• send_notification() — —
• send_notification_smtp() — —
• check_status() — —
• check_contains() — —
• check_not_contains() — —
• validateConfig() — —
• getHistory() — —
• redactSecrets() — —
• loadConfig() — —
• sendError() — —
• handleValidate() — —
• handleHistory() — —
• computeFingerprint() — —
• handleShow() — —
• buildDiff() — —
• handleDiff() — —
• handleNotFound() — —
• h() — —
• masthead() — —
• target() — —
• form() — —
• emailField() — —
• nameField() — —
• repoField() — —
• submitBtn() — —
• setInvalid() — —
• validEmail() — —
• validRepo() — —
• io() — —
• details() — —
• flash() — —
• headline() — —
• y() — —
• callRedslApi() — —
• generateMarkdownReport() — —
• formatIssuesForEmail() — —
• formatIssuesForGitHub() — —
• showTab() — —
• copyToClipboard() — —
• downloadMarkdown() — —
• updateAsyncProgressStep() — —
• updateProgressStep() — —
• getCqrsStatus() — —
• connectWebSocket() — —
• h() — —
• h() — —
• classForLevel() — —
• fmtSize() — —
• validateCsrfToken() — —
• redsl_curl() — —
• json_out() — —
• resolve_project() — —
• build_mcp_subscription_payload() — —
• main() — Run pre-commit validation.
• parse_sumr() — —
• toon_to_tasks() — —
• refactor_plan_to_tasks() — —
• generate_planfile() — —
• process_data() — —
• process_data_copy() — —
• format_cycle_report_yaml() — —
• format_cycle_report_markdown() — —
• format_plan_yaml() — —
• format_cycle_report_toon() — —
• planfile_group() — —
• planfile_sync() — —
• planfile_show() — —
• register() — —
• register_models() — —
• models_group() — —
• pick_coding() — —
• list_coding() — —
• estimate_cost() — —
• show_coding_config() — —
• run_autonomous_pr() — —
• dispatch_tool() — —
• resolve_secret_ref() — —
• find_config_root() — —
• load_agent_config_from_substrate() — —
• agent_config_from_substrate_or_env() — —
• parse_config_path() — —
• get_nested_value() — —
• set_nested_value() — —
• remove_nested_value() — —
• deep_merge() — —
• deep_diff() — —
• materialize_diff() — —
• walk_paths() — —
• validate_with_testql() — —
• check_testql_available() — —
• ast_max_nesting_depth() — —
• ast_cyclomatic_complexity() — —
• run_quality_gate() — —
• install_pre_commit_hook() — —
• check_module_budget() — —
• register_model_policy() — —
• model_policy() — —
• check_model() — —
• list_models() — —
• refresh_registry() — —
• show_config() — —
• repair_file() — —
• repair_directory() — —
• sandbox_available() — —
• is_available() — —
• doctor() — —
• check_gates() — —
• get_status() — —
• validate_config() — —
• init_config() — —
• run_pipeline() — —
• git_commit() — —
• git_push() — —
• analyze_with_sumd() — —
• render_markdown() — —
• create_ticket() — —
• list_tickets() — —
• report_refactor_results() — —
• fix_broken_guards() — —
• fix_stolen_indent() — —
• fix_broken_fstrings() — —
• fix_stale_pycache() — —
• fix_missing_install() — —
• fix_module_level_exit() — —
• fix_version_mismatch() — —
• fix_pytest_collision() — —
• compute_verdict() — —
• process_project() — —
• select_model() — —
• select_reflection_model() — —
• estimate_cycle_cost() — —
• apply_provider_prefix() — —
• call_via_llx() — —
• validate_patch() — —
• validate_proposal() — —
• blend_confidence() — —
• is_radon_available() — —
• run_radon_cc() — —
• extract_max_cc_per_file() — —
• enhance_metrics_with_radon() — —
• run_hybrid_quality_refactor() — —
• run_hybrid_batch() — —
• review_staged_changes() — —
• explain_decisions() — —
• get_memory_stats() — —
• build_ecosystem_context() — —
• generate_diff() — —
• preview_proposal() — —
• create_checkpoint() — —
• rollback_to_checkpoint() — —
• rollback_single_file() — —
• snapshot() — —
• compare() — —
• compare_snapshots() — —
• rollback_working_tree() — —
• validate_no_regression() — —
• validate_working_tree() — —
• scan_duplicates() — —
• scan_as_toon() — —
• enrich_analysis() — —
• get_refactor_suggestions() — —
• build_selector() — —
• select_model_for_operation() — —
• get_selector() — —
• invalidate_selector() — —
• track_model_selection() — —
• check_cost_per_call() — —
• diagnose() — —
• heal() — —
• heal_batch() — —
• detect_broken_guards() — —
• detect_stolen_indent() — —
• detect_broken_fstrings() — —
• detect_stale_pycache() — —
• detect_missing_install() — —
• detect_module_level_exit() — —
• detect_version_mismatch() — —
• detect_pytest_cli_collision() — —
• run_pyqual_batch() — —
• is_sensitive_key() — —
• mask_sensitive_mapping() — —
• scan_folder() — —
• analyze_commit_intent() — —
• run_pyqual_example() — —
• main() — —
• print_llm_banner() — —
• auto_fix_violations() — —
• get_gate() — —
• safe_completion() — —
• check_model_policy() — —
• list_allowed_models() — —
• get_changed_files() — —
• get_staged_files() — —
• run_pyqual_analysis() — —
• run_pyqual_fix() — —
• run_pr_bot_example() — —
• smart_score() — —
• collect_autonomy_metrics() — —
• save_metrics() — —
• load_metrics() — —
• format_refactor_plan() — —
• config() — —
• config_init() — —
• config_validate() — —
• config_diff() — —
• config_history() — —
• config_apply() — —
• config_clone() — —
• config_show() — —
• config_rollback() — —
• register_config() — —
• format_batch_results() — —
• format_batch_report_markdown() — —
• run_cycle() — —
• run_from_toon_content() — —
• process_order() — —
• run_autofix_batch() — —
• run_custom_rules_example() — —
• run_badge_example() — —
• run_awareness_example() — —
• profile_refactor_cycle() — —
• profile_llm_latency() — —
• profile_memory_operations() — —
• generate_optimization_report() — —
• format_debug_info() — —
• scan() — —
• run_memory_learning_example() — —
• refactor() — —
• register_refactor() — —
• generate_github_workflow() — —
• install_github_workflow() — —
• cmd_analyze() — —
• cmd_explain() — —
• cmd_refactor() — —
• cmd_memory_stats() — —
• cmd_serve() — —
• setup_logging() — —
• main_loop() — —
• demo_policy_check() — —
• demo_list_allowed() — —
• demo_safe_completion() — —
• demo_strict_mode() — —
• get_risk_level() — —
• search_schema_matches() — —
• run_multi_analysis() — —
• generate_toon_files() — —
• read_toon_contents() — —
• analyze_with_code2llm() — —
• maybe_analyze() — —
• calculate_area() — —
• process_items() — —
• format_data() — —
• calculate() — —
• run_semcod_batch() — —
• apply_refactor() — —
• measure_todo_reduction() — —
• run_cmd() — —
• git_status_lines() — —
• resolve_profile() — —
• build_pyqual_fix_decisions() — —
• load_example_yaml() — —
• list_available_examples() — —
• print_banner() — —
• parse_scenario() — —
• run_audit_example() — —
• example() — —
• example_basic_analysis() — —
• example_custom_rules() — —
• example_full_pipeline() — —
• example_memory_learning() — —
• example_api_integration() — —
• example_awareness() — —
• example_pyqual() — —
• example_audit() — —
• example_pr_bot() — —
• example_badge() — —
• example_list() — —
• register_examples() — —
• execute_sandboxed() — —
• extract_json_block() — —
• run_full_pipeline_example() — —
• handle_push_webhook() — —
• main_function() — —
• validate_data() — —
• save_data() — —
• log_error() — —
• run_basic_analysis_example() — —
• perf_command() — —
• cost_command() — —
• debug() — —
• debug_ast() — —
• debug_llm() — —
• debug_metrics() — —
• register_debug() — —
• batch() — —
• batch_semcod() — —
• batch_hybrid() — —
• batch_autofix() — —
• batch_pyqual_run() — —
• register_batch() — —
• export_proposal_schema() — —
• proposal_to_yaml() — —
• run_api_integration_example() — —
• is_tool_available() — —
• build_default_config() — —
• config_doc_to_yaml() — —
• export_config_schema() — —
• pyqual() — —
• pyqual_analyze() — —
• pyqual_fix() — —
• register_pyqual() — —
• cli() — —
• create_app() — —
• main_loop() — Punkt wejścia dla pętli ciągłej.
• cmd_analyze(project_dir) — Analiza projektu — wyświetl metryki i alerty.
• cmd_explain(project_dir) — Wyjaśnij decyzje refaktoryzacji bez ich wykonywania.
• cmd_refactor(project_dir, dry_run, auto, max_actions) — Uruchom cykl refaktoryzacji.
• cmd_memory_stats() — Statystyki pamięci agenta.
• cmd_serve(port, host) — Uruchom serwer API.
• main() — Główny punkt wejścia CLI.
• register(cli, host_module) — Register all awareness commands on the given Click group.
• render_markdown(results, folder) — Render a markdown priority report from scan results.
• diagnose(root) — Run all detectors on a project and return a report (no fixes applied).
• heal(root, dry_run) — Diagnose and fix issues in a project.
• heal_batch(semcod_root, dry_run) — Run doctor on all semcod subprojects.
• is_available() — Return True if planfile CLI is installed and functional.
• create_ticket(project_dir, title, description, priority) — Create a planfile ticket for a refactoring action.
• list_tickets(project_dir, status) — List planfile tickets, optionally filtered by status.
• report_refactor_results(project_dir, decisions_applied, files_modified, avg_cc_before) — Create a summary ticket for a completed refactor cycle.
• scan_folder(folder, progress) — Scan all sub-projects in folder and return sorted results.
• fix_broken_guards(root, report) — Use body_restorer to repair stolen class/function bodies.
• fix_stolen_indent(root, report) — Restore indentation for function/class bodies that lost it.
• fix_broken_fstrings(root, report) — Fix common broken f-string patterns.
• fix_stale_pycache(root, report) — Remove all pycache directories.
• fix_missing_install(root, report) — Run pip install -e . for the project.
• fix_module_level_exit(root, report) — Wrap bare sys.exit() calls in if name == 'main' guards.
• fix_version_mismatch(root, report) — Update hardcoded version strings in test files.
• fix_pytest_collision(root, report) — Add override_name to pytest config so it doesn't collide with Typer CLI.
• merge_tasks(existing_tasks, incoming_issues, source_id) — Merge incoming GitHub issues into existing local tasks for one source.
• apply_planfile_sources(planfile_path, dry_run) — Read planfile.yaml, sync all github sources, write result.
• run_multi_analysis(project_dirs, config) — Convenience function — analiza wielu projektów.
• resolve_auth_ref(auth_ref) — Resolve an auth_ref string to a plaintext token.
• fingerprint_issue(issue) — Compute a stable fingerprint of the externally-visible issue state.
• fetch_issues(source_config) — Fetch issues from GitHub according to source_config.
• register(cli, host_module) — Register all autonomy commands on the given Click group.
• register(cli) — Register the doctor command group on the given Click group.
• run_hybrid_quality_refactor(project_path, max_changes) — Apply ALL quality refactorings to a project without LLM.
• run_hybrid_batch(semcod_root, max_changes) — Run hybrid refactoring on all semcod projects.
• detect_broken_guards(root) — Find Python files with syntax errors caused by misplaced if __name__ guards.
• detect_stolen_indent(root) — Find files where function/class body lost indentation after guard removal.
• detect_broken_fstrings(root) — Find files with broken f-strings (single brace, missing open brace).
• detect_stale_pycache(root) — Find stale pycache directories.
• detect_missing_install(root) — Check whether the project's own package is importable.
• detect_module_level_exit(root) — Find test files with bare sys.exit(...) outside if __name__ guard.
• detect_version_mismatch(root) — Find tests that hardcode a version string that differs from VERSION file.
• detect_pytest_cli_collision(root) — Check if python -m pytest is hijacked by a Typer/Click CLI.
• run_semcod_batch(semcod_root, max_actions) — Run batch refactoring on semcod projects.
• apply_refactor(project_path, max_actions) — Apply reDSL to a project and return the report.
• measure_todo_reduction(project_path) — Measure TODO.md before and after refactoring.
• run_pyqual_batch(workspace_root, max_fixes, run_pipeline, git_push) — Run ReDSL + pyqual on all projects in workspace.
• compute_verdict(result, require_pipeline, require_push, require_publish) — Compute final verdict for a project result.
• run_cmd(cmd, cwd, timeout) — Run a shell command and return the result.
• git_status_lines(project) — Return non-empty git status lines for project, or [] on error.
• resolve_profile(requested_profile, run_pipeline, publish) — Resolve the effective pyqual profile based on CLI options.
• process_project(project, max_fixes, run_pipeline, git_push) — Full ReDSL + pyqual pipeline for a single project.
• run_autofix_batch(semcod_root, max_changes) — Run full autofix pipeline on all semcod packages.
• extract_refactor_decisions(toon_content, source, _next_id) — Extract tasks from refactor cycle TOON (DECISIONS[] section).
• extract_complexity_layers(toon_content, source, _next_id, project_path) — Extract tasks from code analysis TOON (LAYERS with high CC).
• extract_duplications(toon_content, source, _next_id) — Extract tasks from Duplication TOON (DUPLICATES section).
• refactor_plan_to_tasks(yaml_content, source) — Convert a redsl refactor_plan.yaml to PlanTask list.
• toon_to_tasks(toon_content, source, project_path) — Extract PlanTask list from TOON-format content.
• parse_sumr(path) — Parse a SUMR.md file and extract refactoring-relevant data.
• parse_refactor_plan_yaml(yaml_content, source) — Parse refactor_plan.yaml content into raw task dicts.
• get_toon_patterns() — Get all TOON parsing regex patterns.
• refactor_plan_to_tasks(yaml_content, source) — Backward-compat alias: parse refactor_plan.yaml → list[PlanTask].
• make_id_generator() — Return a closure that generates sequential IDs with given prefix.
• deduplicate_tasks(tasks) — Remove duplicate tasks with same (action, file) pair.
• merge_with_existing_planfile(tasks, planfile_path) — Merge task statuses with existing planfile (preserve in_progress/done).
• tasks_to_planfile_yaml(tasks, project_name, project_version, sources) — Serialise tasks to planfile.yaml YAML string.
• generate_planfile(project_path) — Generate or update planfile.yaml for project_path from SUMR.md.
• run_pyqual_analysis(project_path, config_path, output_format) — Run pyqual analysis on a project.
• run_pyqual_fix(project_path, config_path) — Run automatic fixes based on pyqual analysis.
• build_pyqual_fix_decisions(issues, project_path) — Build direct-refactor Decisions grouped by file from pyqual issues.
• run_autonomous_pr(git_url, max_actions, dry_run, auto_apply) — Run the autonomous PR workflow.
• dispatch_tool(tool_name, arguments) — Route an LLM tool call to the correct handler.
• export_proposal_schema() — —
• proposal_to_yaml(proposal) — —
• get_risk_level(path) — Return risk level for a config path. Falls back to 'low' for unknown paths.
• search_schema_matches(query) — Return catalog entries matching query across path/title/description/aliases.
• is_sensitive_key(key) — —
• mask_sensitive_mapping(data) — Return a shallow copy with secret-like values masked.
• resolve_secret_ref(secret) — Resolve a secret reference to its actual value.
• find_config_root(start_path) — Find redsl-config directory by walking up from start_path or cwd.
• load_agent_config_from_substrate(config_root, profile) — Load AgentConfig from config substrate, resolving secrets.
• agent_config_from_substrate_or_env(config_root, profile) — Try substrate first, fall back to env-based config.
• parse_config_path(path) — Parse a dotted / indexed config path into navigation tokens.
• get_nested_value(data, path) — —
• set_nested_value(data, path, value) — —
• remove_nested_value(data, path) — —
• deep_merge(base, overlay) — Recursively merge overlay into base and return a new object.
• deep_diff(base, current) — Return the minimal overlay needed to transform base into current.
• materialize_diff(base, current) — Public wrapper around :func:deep_diff that always returns JSON-friendly data.
• walk_paths(data, prefix) — Yield dotted paths for scalar leaves in a nested mapping/list tree.
• build_default_config() — —
• config_doc_to_yaml(document) — —
• export_config_schema() — —
• run_full_pipeline_example(scenario, source, model) — —
• main(argv) — —
• run_basic_analysis_example(scenario, source) — —
• main(argv) — —
• load_example_yaml(example_name, scenario, source) — —
• list_available_examples() — Return metadata for every example that has at least a default.yaml.
• print_banner(title, width, char) — —
• parse_scenario(argv) — —
• run_pyqual_example(scenario, source) — —
• main(argv) — —
• run_badge_example(scenario, source) — —
• main(argv) — —
• run_custom_rules_example(scenario, source) — —
• main(argv) — —
• run_awareness_example(scenario, source) — —
• main(argv) — —
• run_api_integration_example(scenario, source) — —
• main(argv) — —
• run_audit_example(scenario, source) — —
• main(argv) — —
• run_pr_bot_example(scenario, source) — —
• main(argv) — —
• run_memory_learning_example(scenario, source) — —
• main(argv) — —
• profile_refactor_cycle(project_dir) — Profiluj jeden cykl analizy/refaktoryzacji za pomocą metrun (lub fallback).
• profile_llm_latency() — Zmierz latencję wywołań LLM — kluczowy bottleneck.
• profile_memory_operations() — Zmierz czas operacji ChromaDB — store, recall, similarity search.
• generate_optimization_report(project_dir) — Wygeneruj raport z sugestiami optymalizacji (używany przez CLI i loop).
• run_quality_gate(project_dir) — Check whether current changes pass the quality gate.
• install_pre_commit_hook(project_dir) — Install a git pre-commit hook that runs the quality gate.
• review_staged_changes(project_dir, model_override, max_diff_chars) — Return a textual code review for all staged/unstaged changes.
• analyze_commit_intent(project_dir) — Analyse the current working-tree changes and return an intent report.
• collect_autonomy_metrics(project_dir) — Collect all autonomy metrics for a project.
• save_metrics(metrics, path) — Save metrics to a JSON file.
• load_metrics(path) — Load metrics from a JSON file.
• smart_score(rule, context) — Compute a multi-dimensional score for a refactoring decision.
• auto_fix_violations(project_dir, violations) — Try to automatically fix each violation; create ticket on failure.
• check_module_budget(file_path, module_type) — Check whether a module stays within its complexity budget.
• format_refactor_plan(decisions, format, analysis) — Format refactoring plan in specified format.
• format_cycle_report_yaml(report, decisions, analysis) — Format full cycle report as YAML for stdout.
• format_cycle_report_markdown(report, decisions, analysis, project_path) — Format a refactor cycle as a Markdown report.
• format_plan_yaml(decisions, analysis) — Format dry-run plan as YAML for stdout.
• format_cycle_report_toon(report, decisions, analysis, project_path) — Format a refactor cycle as TOON for planfile integration.
• format_debug_info(info, format) — Format debug information.
• format_batch_results(results, format) — Format batch processing results.
• format_batch_report_markdown(report, root, title) — Format a batch run report as Markdown.
• print_llm_banner() — Print the LLM config banner to stderr.
• config() — Config substrate commands for manifests, profiles and audit logs.
• config_init(root, name, profile, force) — Initialize a new redsl-config layout.
• config_validate(root, output_format) — Validate a config manifest against the standard.
• config_diff(root, against, output_format) — Diff current config against another config file or root.
• config_history(root, limit, output_format) — Show the append-only config audit history.
• config_apply(root, proposal_path, actor, user) — Apply a ConfigChangeProposal atomically.
• config_clone(source, target, profile, replace_secrets) — Clone a config substrate locally.
• config_show(root, output_format) — Print the current manifest.
• config_rollback(root, to_version, output_format) — Rollback config to a previous version atomically.
• register_config(cli) — —
• example() — Run built-in examples and demos.
• example_basic_analysis(scenario, source) — Run the basic code-analysis demo.
• example_custom_rules(scenario, source) — Run the custom DSL rules demo.
• example_full_pipeline(scenario, model, source) — Run the full refactoring-pipeline demo (requires LLM key).
• example_memory_learning(scenario, source) — Run the agent-memory demo (episodic / semantic / procedural).
• example_api_integration(scenario, source) — Show API curl / httpx / WebSocket usage examples.
• example_awareness(scenario, source) — Run the awareness / change-pattern detection demo.
• example_pyqual(scenario, source) — Run the PyQual code-quality analysis demo.
• example_audit(scenario, source) — Run One-click Audit - full scan -> grade report -> badge.
• example_pr_bot(scenario, source) — Run PR Bot - realistic GitHub PR comment preview.
• example_badge(scenario, source) — Run Badge Generator - grade A+ to F with Markdown/HTML code.
• example_list() — List available example scenarios.
• register_examples(cli) — —
• pyqual() — Python code quality analysis commands.
• pyqual_analyze(project_path, config, format) — Analyze Python code quality.
• pyqual_fix(project_path, config) — Apply automatic quality fixes.
• register_pyqual(cli) — —
• events_group() — Browse and analyze .redsl/history.jsonl decision events.
• events_show(project, event_type, last_n, target_file) — Show decision events for a project from .redsl/history.jsonl.
• events_summary(project) — Print a statistical summary of all recorded events.
• events_cycles(project) — Show per-cycle summary from cycle_started / cycle_completed events.
• register(cli_group) — —
• cli(ctx, verbose) — reDSL - Automated code refactoring tool.
• scan(ctx, folder, output_path, quiet) — Scan a folder of projects and produce a markdown priority report.
• refactor(ctx, project_path, max_actions, dry_run) — Run refactoring on a project.
• register_refactor(cli) — —
• setup_logging(project_path, verbose) — Route all logging to a timestamped log file, keep stdout clean.
• register(cli_group) — —
• deploy() — Infrastructure deployment via redeploy (detect → plan → apply).
• deploy_detect(host, app, domain, output) — Probe infrastructure on HOST and save infra.yaml.
• deploy_plan(infra, target, strategy, domain) — Generate migration-plan.yaml from infra.yaml + desired state.
• deploy_apply(plan_file, dry_run, step) — Execute a migration-plan.yaml.
• deploy_run(spec, dry_run, plan_only, do_detect) — Run full pipeline from a migration spec YAML (source + target in one file).
• deploy_migrate(host, app, domain, strategy) — Full detect → plan → apply on HOST in one command.
• register_model_policy(cli) — Register model-policy commands.
• model_policy() — Manage LLM model age and lifecycle policy.
• check_model(model, json_output) — Check if a model is allowed by policy.
• list_models(max_age, provider, json_output, limit) — List models currently allowed by policy.
• refresh_registry() — Force refresh model registry from sources.
• show_config() — Show current model policy configuration.
• perf_command(ctx, project_path) — Profile a refactoring cycle and report performance bottlenecks.
• cost_command(ctx, project_path, max_actions) — Estimate LLM cost for the next refactoring cycle without running it.
• register_models(cli) — Register model selection commands.
• models_group() — Model selection for coding - cheapest suitable model.
• pick_coding(tier, min_context, require_tools, show_all) — Pokaż jaki model zostałby wybrany dla danego tieru.
• list_coding(tier, limit, show_rejected, sort) — Tabela modeli spełniających wymagania coding, posortowana po cenie.
• estimate_cost(tier, input_tokens, output_tokens, ops_per_day) — Estimate monthly cost for given tier and usage pattern.
• show_coding_config() — Show current coding model selection configuration.
• planfile_group() — SUMR.md → planfile.yaml task generation.
• planfile_sync(project_path, sumr_path, dry_run, no_merge) — Generate or update planfile.yaml from SUMR.md.
• planfile_show(project_path, status, output_format) — Show tasks from an existing planfile.yaml.
• auth_group() — Manage authentication credentials for planfile sources.
• auth_github() — GitHub authentication helpers.
• auth_github_login(token, env_var) — Store a GitHub token for planfile sync.
• source_group() — Manage task sources (GitHub, SUMR) in planfile.yaml.
• source_list(project_path) — List configured sources in planfile.yaml.
• source_remove(source_id, project_path) — Remove a source from planfile.yaml.
• source_add(repo, auth_ref, labels, state) — Add a GitHub source to planfile.yaml.
• planfile_gh_sync(project_path, dry_run, output_format) — Fetch GitHub issues into planfile.yaml (three-way merge).
• planfile_validate(project_path, fix, as_json) — Check whether planfile.yaml tickets are still current.
• register(cli_group) — —
• workflow_group() — Manage redsl.yaml — declarative refactor pipeline config.
• workflow_init(project_dir, name, force) — Generate redsl.yaml in PROJECT_DIR.
• workflow_show(project_dir) — Show effective workflow config for PROJECT_DIR (resolved with fallbacks).
• workflow_scan(project_dir, write, print_only) — Scan PROJECT_DIR and build a map of configuration files.
• register(cli_group) — —
• debug() — Debug utilities for development.
• debug_ast(project_path, file) — Show AST analysis for debugging.
• debug_llm(prompt, model) — Test LLM with a simple prompt.
• debug_metrics(project_path) — Show project metrics for debugging.
• register_debug(cli) — —
• batch() — Batch refactoring commands.
• batch_semcod(semcod_root, max_actions, format) — Apply refactoring to semcod projects.
• batch_hybrid(semcod_root, max_changes) — Apply hybrid quality refactorings (no LLM needed).
• batch_autofix(ctx, semcod_root, max_changes) — Auto-fix all packages: scan -> generate TODO.md -> apply hybrid fixes -> gate fix.
• batch_pyqual_run(ctx, workspace_root, max_fixes, limit) — Multi-project quality pipeline: ReDSL analysis + pyqual gates + optional push.
• register_batch(cli) — —
• run_tasks_from_planfile(orchestrator, project_dir, max_actions, use_code2llm) — Iterate over planfile todo tasks and run refactor for each file directly.
• explain_decisions(orchestrator, project_dir, limit) — Explain refactoring decisions without executing them.
• get_memory_stats(orchestrator) — Return memory and runtime statistics for the orchestrator.
• estimate_cycle_cost(orchestrator, project_dir, max_actions) — Estimate the cost of the next cycle without executing it.
• mark_applied_tasks_done(project_dir, applied_files) — Mark planfile tasks whose file: matches applied files as done.
• get_todo_tasks(project_dir) — Return list of todo tasks from planfile.yaml, sorted by priority (ascending).
• add_quality_task(project_dir, title, description, priority) — Append a new todo task to planfile.yaml for quality improvement.
• add_decision_tasks(project_dir, decisions, source, priority) — Convert refactor decisions into todo tasks in planfile.yaml.
• execute_sandboxed(orchestrator, decision, project_dir) — Execute a decision in a sandboxed environment.
• ensure_gitignore(project_dir) — Add .redsl/ to project .gitignore if not already present.
• list_backups(project_dir) — Return all .bak files stored in .redsl/backups/.
• has_backups(project_dir) — —
• cleanup_backups(project_dir) — Remove all backups after a successful cycle.
• rollback_from_backups(project_dir) — Restore all backed-up files to their original locations.
• scan_project(project_dir) — Scan project_dir and return a :class:ProjectMap.
• project_map_to_yaml_block(pm, indent) — Render a ProjectMap as a YAML block suitable for embedding in redsl.yaml.
• run_cycle(orchestrator, project_dir, max_actions, use_code2llm) — Run a complete refactoring cycle driven by WorkflowConfig.
• run_from_toon_content(orchestrator, project_toon, duplication_toon, validation_toon) — Run a cycle from pre-parsed toon content.
• default_workflow() — —
• load_workflow(project_dir) — Load workflow config for project_dir.
• detect_deploy_config(project_dir) — Auto-detect push/publish mechanisms for project_dir.
• run_deploy_action(action, project_dir, dry_run) — Execute a single deploy action. Returns True on success.
• is_available() — Return True if the redeploy package is installed and importable.
• detect(host, app, domain) — Probe infrastructure on host and return InfraState as a dict.
• detect_and_save(host, output, app, domain) — Run detect and save InfraState YAML to output. Returns same dict as :func:detect.
• plan(infra_path, target_path) — Generate a MigrationPlan from infra_path + optional target_path.
• plan_from_spec(spec_path) — Generate a MigrationPlan from a single migration spec YAML (source + target).
• plan_and_save(infra_path, output, target_path) — Like :func:plan but also saves the plan YAML to output.
• apply(plan_path) — Execute a MigrationPlan from plan_path.
• run_spec(spec_path) — Run the full pipeline from a migration spec YAML (source + target).
• migrate(host) — Full detect → plan → apply pipeline without intermediate YAML files.
• get_gate() — Get or create the global ModelAgeGate singleton.
• safe_completion(model) — Drop-in replacement for litellm.completion with policy enforcement.
• check_model_policy(model) — Check if a model is allowed without making an LLM call.
• list_allowed_models() — List all models currently allowed by policy.
• select_model(action, context, budget_remaining) — Wybierz optymalny model na podstawie akcji i kontekstu.
• select_reflection_model(use_local) — Wybierz model do refleksji — zawsze tańszy.
• estimate_cycle_cost(decisions, contexts) — Szacuj koszt całego cyklu refaktoryzacji — lista per decyzja.
• apply_provider_prefix(model, configured_model) — Apply provider prefix from configured model to a bare model name.
• call_via_llx(messages, task_type) — Deleguj wywołanie LLM do llx CLI jeśli dostępne.
• select_model_for_operation(operation) — Mapping: 'extract_function' → tier z .env → konkretny model.
• build_selector(aggregator, gate) — Build ModelSelector from environment configuration.
• get_selector() — Get or build the global ModelSelector.
• invalidate_selector() — Invalidate the global selector cache (e.g., after config change).
• track_model_selection(model, tier, operation) — Track model selection for metrics.
• check_cost_per_call(estimated_cost_usd) — Check if cost is within safety limits.
• check_hard_requirements(info, req) — Check if model meets hard requirements.
• score_quality(info) — Syntetyczna jakość 0-100 z dostępnych sygnałów.
• apply_strategy(candidates, strategy) — Apply selection strategy to candidates.
• generate_diff(original, refactored, file_path) — Wygeneruj unified diff dla dwóch wersji pliku.
• preview_proposal(proposal, project_dir) — Wygeneruj sformatowany diff wszystkich zmian w propozycji.
• create_checkpoint(project_dir) — Utwórz checkpoint aktualnego stanu projektu.
• rollback_to_checkpoint(checkpoint_id, project_dir) — Cofnij projekt do stanu z checkpointa.
• rollback_single_file(file_path, checkpoint_id, project_dir) — Cofnij jeden plik do stanu z checkpointa.
• build_ecosystem_context(context) — Render a short ecosystem/context block for prompts.
• repair_file(path) — Attempt to restore stolen class/function bodies in path.
• repair_directory(root, dry_run) — Walk root and repair all damaged Python files.
• generate_github_workflow(project_dir, config, output_path) — Wygeneruj zawartość pliku .github/workflows/redsl.yml.
• install_github_workflow(project_dir, config, overwrite) — Zainstaluj workflow w projekcie (.github/workflows/redsl.yml).
• sandbox_available() — True if Docker or pactfix is available for sandbox testing.
• is_available() — Sprawdź czy vallm jest zainstalowane i w pełni działa (nie tylko czy jest w PATH).
• validate_patch(file_path, refactored_code, project_dir) — Waliduj wygenerowany kod przez pipeline vallm.
• validate_proposal(proposal, project_dir) — Waliduj wszystkie zmiany w propozycji refaktoryzacji.
• blend_confidence(base_confidence, vallm_score) — Połącz confidence z metryk ReDSL z wynikiem vallm (punkt 2.3).
• is_available() — Return True if pyqual CLI is installed and functional.
• doctor(project_dir) — Run pyqual doctor and return structured tool availability dict.
• check_gates(project_dir) — Run pyqual gates and return pass/fail status.
• get_status(project_dir) — Run pyqual status and return current metrics summary.
• validate_config(project_dir, fix) — Run pyqual validate to check pyqual.yaml is well-formed.
• init_config(project_dir, profile) — Generate pyqual.yaml using pyqual init.
• run_pipeline(project_dir, fix_config, dry_run) — Run pyqual run and parse iterations plus push/publish status.
• git_commit(project_dir, message, add_all, if_changed) — Create a commit via pyqual git commit.
• git_push(project_dir, detect_protection, dry_run) — Push changes via pyqual git push.
• tune(project_dir, aggressive, conservative, dry_run) — Run pyqual tune to auto-adjust quality gate thresholds.
• validate_with_testql(project_dir, scenarios_dir, config) — Validate project using testql scenarios.
• check_testql_available() — Check if testql CLI is available.
• is_available() — Sprawdź czy regix jest zainstalowane i działa poprawnie.
• snapshot(project_dir, ref, timeout) — Zrób snapshot metryk projektu przez regix.
• compare(project_dir, before_ref, after_ref) — Porównaj metryki między dwoma git refs przez regix.
• compare_snapshots(project_dir, before, after) — Porównaj dwa snapshoty (obiekty z snapshot()).
• check_gates(project_dir) — Sprawdź quality gates z regix.yaml (lub domyślne progi).
• rollback_working_tree(project_dir) — Cofnij niezatwierdzone zmiany w working tree przez git checkout -- ..
• validate_no_regression(project_dir, rollback_on_failure) — Porównaj HEAD~1 → HEAD i sprawdź czy nie ma regresji metryk.
• validate_working_tree(project_dir, before_snapshot, rollback_on_failure) — Porównaj snapshot 'przed' ze stanem working tree (po zmianach, przed commitem).
• is_tool_available(cmd, timeout) — Return True if running cmd exits with code 0 within timeout seconds.
• extract_json_block(text) — Extract first JSON block from text, skipping preamble lines.
• ast_max_nesting_depth(node) — Oblicz max glębokość zagnieżdżenia pętli/warunków — nie wchodzi w zagnieżdżone def/class.
• ast_cyclomatic_complexity(node) — Oblicz CC dla funkcji — nie wchodzi w zagnieżdżone definicje funkcji/klas.
• analyze_with_sumd(project_dir) — Analyze project using sumd if available, fallback to native analyzer.
• get_changed_files(project_dir, since) — Pobierz listę zmienionych plików .py od podanego commita/ref.
• get_staged_files(project_dir) — Pobierz listę staged plików .py (git diff --cached).
• is_available() — Sprawdź czy redup jest zainstalowane i dostępne w PATH.
• scan_duplicates(project_dir, min_lines, min_similarity) — Uruchom redup i zwróć listę grup duplikatów.
• scan_as_toon(project_dir, min_lines, min_similarity) — Uruchom redup w formacie toon i zwróć zawartość jako string.
• enrich_analysis(analysis, project_dir) — Wzbogać istniejący AnalysisResult o dane z redup.
• get_refactor_suggestions(project_dir) — Pobierz sugestie refaktoryzacji duplikatów z redup.
• is_available() — Sprawdź czy code2llm jest zainstalowane i dostępne w PATH.
• generate_toon_files(project_dir, output_dir, timeout) — Uruchom code2llm na projekcie i zwróć katalog z wygenerowanymi plikami toon.
• read_toon_contents(toon_dir) — Wczytaj pliki toon z katalogu wyjściowego code2llm.
• analyze_with_code2llm(project_dir, analyzer, output_dir, timeout) — Pełna ścieżka percepcji z code2llm:
• maybe_analyze(project_dir, analyzer, output_dir) — Spróbuj analizy przez code2llm; zwróć None jeśli niezainstalowane.
• is_radon_available() — Sprawdź czy radon jest zainstalowany i dostępny.
• run_radon_cc(project_dir, excludes) — Uruchom radon cc -j i zwróć sparsowane wyniki.
• extract_max_cc_per_file(radon_results, project_dir) — Ekstraktuj maksymalne CC per plik z wyników radon.
• enhance_metrics_with_radon(metrics, project_dir) — Uzupełnij metryki o dokładne CC z radon (jeśli dostępne).
• handle_push_webhook(payload) — Process a GitHub push webhook payload.
• create_app() — Tworzenie aplikacji FastAPI.
• planfile_group() — —
• planfile_sync() — —
• planfile_show() — —
• auth_group() — —
• auth_github() — —
• auth_github_login() — —
• source_group() — —
• source_list() — —
• source_remove() — —
• source_add() — —
• planfile_gh_sync() — —
• planfile_validate() — —
• register() — —
• process_data() — —
• process_data_copy() — —
• events_group() — —
• events_show() — —
• events_summary() — —
• events_cycles() — —
• callRedslApi() — —
• generateMarkdownReport() — —
• formatIssuesForEmail() — —
• formatIssuesForGitHub() — —
• showTab() — —
• copyToClipboard() — —
• downloadMarkdown() — —
• updateAsyncProgressStep() — —
• updateProgressStep() — —
• getCqrsStatus() — —
• connectWebSocket() — —
• run_cycle() — —
• run_from_toon_content() — —
• masthead() — —
• target() — —
• form() — —
• emailField() — —
• nameField() — —
• repoField() — —
• submitBtn() — —
• setInvalid() — —
• validEmail() — —
• validRepo() — —
• io() — —
• details() — —
• flash() — —
• headline() — —
• y() — —
• mark_applied_tasks_done() — —
• get_todo_tasks() — —
• add_quality_task() — —
• add_decision_tasks() — —
• detect_deploy_config() — —
• run_deploy_action() — —
• redsl_curl() — —
• json_out() — —
• resolve_project() — —
• build_mcp_subscription_payload() — —
• deploy() — —
• deploy_detect() — —
• deploy_plan() — —
• deploy_apply() — —
• deploy_run() — —
• deploy_migrate() — —
• dispatch_tool() — —
• resolve_secret_ref() — —
• find_config_root() — —
• load_agent_config_from_substrate() — —
• agent_config_from_substrate_or_env() — —
• parse_config_path() — —
• get_nested_value() — —
• set_nested_value() — —
• remove_nested_value() — —
• deep_merge() — —
• deep_diff() — —
• materialize_diff() — —
• walk_paths() — —
• register_models() — —
• models_group() — —
• pick_coding() — —
• list_coding() — —
• estimate_cost() — —
• show_coding_config() — —
• validate_with_testql() — —
• check_testql_available() — —
• ast_max_nesting_depth() — —
• ast_cyclomatic_complexity() — —
• fetchCompanyData() — —
• h() — —
• extractNip() — —
• handleStep1() — —
• buildClientData() — —
• saveClient() — —
• createNdaContract() — —
• saveNdaToDatabase() — —
• storeStep2Data() — —
• handleStep2() — —
• generateNDAText() — —
• extract_refactor_decisions() — —
• extract_complexity_layers() — —
• extract_duplications() — —
• refactor_plan_to_tasks() — —
• toon_to_tasks() — —
• generate_planfile() — —
• run_quality_gate() — —
• install_pre_commit_hook() — —
• check_module_budget() — —
• register_model_policy() — —
• model_policy() — —
• check_model() — —
• list_models() — —
• refresh_registry() — —
• show_config() — —
• repair_file() — —
• repair_directory() — —
• sandbox_available() — —
• is_available() — —
• doctor() — —
• check_gates() — —
• get_status() — —
• validate_config() — —
• init_config() — —
• run_pipeline() — —
• git_commit() — —
• git_push() — —
• tune() — —
• analyze_with_sumd() — —
• render_markdown() — —
• create_ticket() — —
• list_tickets() — —
• report_refactor_results() — —
• fix_broken_guards() — —
• fix_stolen_indent() — —
• fix_broken_fstrings() — —
• fix_stale_pycache() — —
• fix_missing_install() — —
• fix_module_level_exit() — —
• fix_version_mismatch() — —
• fix_pytest_collision() — —
• resolve_auth_ref() — —
• fingerprint_issue() — —
• fetch_issues() — —
• compute_verdict() — —
• process_project() — —
• make_id_generator() — —
• deduplicate_tasks() — —
• merge_with_existing_planfile() — —
• tasks_to_planfile_yaml() — —
• select_model() — —
• select_reflection_model() — —
• estimate_cycle_cost() — —
• apply_provider_prefix() — —
• call_via_llx() — —
• validate_patch() — —
• validate_proposal() — —
• blend_confidence() — —
• is_radon_available() — —
• run_radon_cc() — —
• extract_max_cc_per_file() — —
• enhance_metrics_with_radon() — —
• validateConfig() — —
• getHistory() — —
• redactSecrets() — —
• loadConfig() — —
• sendError() — —
• handleValidate() — —
• handleHistory() — —
• computeFingerprint() — —
• handleShow() — —
• buildDiff() — —
• handleDiff() — —
• handleNotFound() — —
• run_hybrid_quality_refactor() — —
• run_hybrid_batch() — —
• review_staged_changes() — —
• format_cycle_report_yaml() — —
• format_cycle_report_markdown() — —
• format_plan_yaml() — —
• format_cycle_report_toon() — —
• workflow_group() — —
• workflow_init() — —
• workflow_show() — —
• workflow_scan() — —
• explain_decisions() — —
• get_memory_stats() — —
• detect() — —
• detect_and_save() — —
• plan() — —
• plan_from_spec() — —
• plan_and_save() — —
• apply() — —
• run_spec() — —
• migrate() — —
• apply_strategy() — —
• generate_diff() — —
• preview_proposal() — —
• create_checkpoint() — —
• rollback_to_checkpoint() — —
• rollback_single_file() — —
• build_ecosystem_context() — —
• snapshot() — —
• compare() — —
• compare_snapshots() — —
• rollback_working_tree() — —
• validate_no_regression() — —
• validate_working_tree() — —
• scan_duplicates() — —
• scan_as_toon() — —
• enrich_analysis() — —
• get_refactor_suggestions() — —
• diagnose() — —
• heal() — —
• heal_batch() — —
• scan_folder() — —
• merge_tasks() — —
• apply_planfile_sources() — —
• detect_broken_guards() — —
• detect_stolen_indent() — —
• detect_broken_fstrings() — —
• detect_stale_pycache() — —
• detect_missing_install() — —
• detect_module_level_exit() — —
• detect_version_mismatch() — —
• detect_pytest_cli_collision() — —
• run_pyqual_batch() — —
• parse_sumr() — —
• parse_refactor_plan_yaml() — —
• get_toon_patterns() — —
• run_autonomous_pr() — —
• is_sensitive_key() — —
• mask_sensitive_mapping() — —
• run_pyqual_example() — —
• main() — —
• analyze_commit_intent() — —
• auto_fix_violations() — —
• print_llm_banner() — —
• scan_project() — —
• project_map_to_yaml_block() — —
• default_workflow() — —
• load_workflow() — —
• get_gate() — —
• safe_completion() — —
• check_model_policy() — —
• list_allowed_models() — —
• get_changed_files() — —
• get_staged_files() — —
• run_pyqual_analysis() — —
• run_pyqual_fix() — —
• run_pr_bot_example() — —
• collect_autonomy_metrics() — —
• save_metrics() — —
• load_metrics() — —
• smart_score() — —
• format_refactor_plan() — —
• format_batch_results() — —
• format_batch_report_markdown() — —
• config() — —
• config_init() — —
• config_validate() — —
• config_diff() — —
• config_history() — —
• config_apply() — —
• config_clone() — —
• config_show() — —
• config_rollback() — —
• register_config() — —
• ensure_gitignore() — —
• list_backups() — —
• has_backups() — —
• cleanup_backups() — —
• rollback_from_backups() — —
• generateProposalEmail() — —
• sendProposalEmail() — —
• generateAccessToken() — —
• verifyAccessToken() — —
• cmd_analyze() — —
• cmd_explain() — —
• cmd_refactor() — —
• cmd_memory_stats() — —
• cmd_serve() — —
• run_autofix_batch() — —
• run_badge_example() — —
• run_custom_rules_example() — —
• run_awareness_example() — —
• run_memory_learning_example() — —
• profile_refactor_cycle() — —
• profile_llm_latency() — —
• profile_memory_operations() — —
• generate_optimization_report() — —
• format_debug_info() — —
• scan() — —
• setup_logging() — —
• generate_github_workflow() — —
• install_github_workflow() — —
• refactor() — —
• register_refactor() — —
• demo_policy_check() — —
• demo_list_allowed() — —
• demo_safe_completion() — —
• demo_strict_mode() — —
• send_notification() — —
• send_notification_smtp() — —
• classForLevel() — —
• fmtSize() — —
• validateCsrfToken() — —
• main_loop() — —
• run_multi_analysis() — —
• get_risk_level() — —
• search_schema_matches() — —
• run_tasks_from_planfile() — —
• check_hard_requirements() — —
• score_quality() — —
• generate_toon_files() — —
• read_toon_contents() — —
• analyze_with_code2llm() — —
• maybe_analyze() — —
• calculate() — —
• h_ce() — —
• saveConfig() — —
• getNestedValue() — —
• getRiskLevel() — —
• run_semcod_batch() — —
• apply_refactor() — —
• measure_todo_reduction() — —
• run_cmd() — —
• git_status_lines() — —
• resolve_profile() — —
• build_pyqual_fix_decisions() — —
• run_full_pipeline_example() — —
• load_example_yaml() — —
• list_available_examples() — —
• print_banner() — —
• parse_scenario() — —
• run_audit_example() — —
• example() — —
• example_basic_analysis() — —
• example_custom_rules() — —
• example_full_pipeline() — —
• example_memory_learning() — —
• example_api_integration() — —
• example_awareness() — —
• example_pyqual() — —
• example_audit() — —
• example_pr_bot() — —
• example_badge() — —
• example_list() — —
• register_examples() — —
• execute_sandboxed() — —
• build_selector() — —
• get_selector() — —
• invalidate_selector() — —
• extract_json_block() — —
• handle_push_webhook() — —
• env() — —
• csrf_token() — —
• check_rate_limit() — —
• parseSelection() — —
• export_proposal_schema() — —
• proposal_to_yaml() — —
• run_basic_analysis_example() — —
• perf_command() — —
• cost_command() — —
• debug() — —
• debug_ast() — —
• debug_llm() — —
• debug_metrics() — —
• register_debug() — —
• batch() — —
• batch_semcod() — —
• batch_hybrid() — —
• batch_autofix() — —
• batch_pyqual_run() — —
• register_batch() — —
• select_model_for_operation() — —
• run_api_integration_example() — —
• track_model_selection() — —
• check_cost_per_call() — —
• is_tool_available() — —
• h_pp() — —
• build_default_config() — —
• config_doc_to_yaml() — —
• export_config_schema() — —
• pyqual() — —
• pyqual_analyze() — —
• pyqual_fix() — —
• register_pyqual() — —
• cli() — —
• create_app() — —
• record() — —
• record_event() — —
• decision_signature() — —
• has_recent_signature() — —
• load_events() — —
• filter_by_file() — —
• filter_by_type() — —
• has_recent_proposal() — —
• has_recent_ticket() — —
• generate_decision_report() — —
• run() — —
• stop() — —
• is_local() — —
• api_key() — —
• from_env() — —
• add_custom_rules() — —
• OPENAI_API_KEY() — —
• process_order() — —
• generate_behavior_tests() — —
• generate_snapshot_test() — —
• verify_behavior_preserved() — —
• discover_test_command() — —
• run_tests() — —
• validate_refactor() — —
• calculate_area() — —
• process_items() — —
• format_data() — —
• pytest_configure() — —
• redsl_root() — —
• cached_analysis() — —
• test_resolve_secret_ref_env() — —
• test_resolve_secret_ref_file() — —
• test_resolve_secret_ref_file_not_found() — —
• test_find_config_root_in_cwd() — —
• test_find_config_root_in_parent() — —
• test_find_config_root_not_found() — —
• test_load_agent_config_from_substrate() — —
• test_agent_config_from_substrate_or_env_fallback_to_env() — —
• test_agent_config_from_env_uses_substrate_when_available() — —
• test_config_bridge_error_messages() — —
• test_create_app_registers_single_health_route() — —
• test_health_endpoint_returns_expected_payload() — —
• test_examples_list_endpoint() — —
• test_examples_run_endpoint() — —
• test_examples_yaml_endpoint() — —
• test_examples_run_unknown_returns_error() — —
• test_debug_config_masks_sensitive_environment_values() — —
• tmp_git_project() — —
• test_awareness_manager_build_snapshot_and_context() — —
• test_awareness_manager_snapshot_cache_invalidates_on_memory_change() — —
• test_self_model_records_outcome_and_assesses() — —
• test_proactive_analyzer_orders_critical_alert_first() — —
• test_cli_registers_awareness_commands_and_renders_json() — —
• test_root_package_exports_awareness_facade() — —
• test_find_packages_finds_real_packages() — —
• test_filter_packages_supports_include_and_exclude() — —
• test_build_summary_aggregates_correctly() — —
• test_resolve_profile_prefers_publish_when_auto() — —
• test_resolve_profile_defaults_to_python_when_pipeline_requested() — —
• test_compute_verdict_returns_ready_for_dry_run_success() — —
• test_compute_verdict_fails_when_dry_run_push_preflight_fails() — —
• test_process_project_skips_dirty_repo_when_requested() — —
• test_run_pyqual_batch_stops_on_fail_fast() — —
• test_run_pyqual_batch_smoke_with_mocked_project_flow() — —
• test_save_report_includes_project_notes_for_verdict_reasons_and_errors() — —
• test_pyqual_yaml_template_is_valid_yaml() — —
• test_pyqual_project_result_defaults() — —
• sample_file() — —
• test_config_init_validate_and_show() — —
• test_config_diff_history_apply_and_clone() — —
• test_config_rollback() — —
• test_refactor_dry_run_yaml_renders_plan_and_skips_cycle() — —
• test_refactor_live_json_emits_payload_and_passes_flags() — —
• test_example_list_shows_all_scenarios() — —
• test_example_memory_learning_default() — —
• test_example_basic_analysis_advanced() — —
• test_batch_pyqual_run_help() — —
• test_batch_pyqual_run_forwards_options() — —
• test_batch_autofix_help() — —
• test_secret_interceptor_redacts_and_resolves() — —
• test_store_save_load_validate_and_clone() — —
• test_applier_apply_and_rollback() — —
• test_store_history_can_be_serialized_as_json() — —
• test_project() — —
• git_project() — —
• runner() — —
• api_client() — —
• basic_analysis_result() — —
• custom_rules_result() — —
• full_pipeline_result() — —
• memory_learning_result() — —
• api_integration_result() — —
• awareness_result() — —
• pyqual_result() — —
• audit_result() — —
• pr_bot_result() — —
• badge_result() — —
• test_all_examples_exist() — —
• test_examples_have_readme() — —
• test_example_yaml_files_exist() — —
• test_advanced_examples_run() — —
• test_toon_candidate_priority_classifies_known_categories() — —
• test_analyze_trends_preserves_cc_alias() — —
• test_build_timeline_graceful_fallback_without_git() — —
• test_find_degradation_sources_returns_largest_jump_first() — —
• test_predict_future_state_returns_degrading_prediction() — —
• analyzer() — —
• dsl() — —
• goal_analysis() — —
• pfix_analysis() — —
• project_path() — —
• test_llm_execution() — —
• two_projects() — —
• redsl_analysis() — —
• redsl_enriched_analysis() — —
• test_toon_to_tasks_decisions() — —
• test_toon_to_tasks_layers_high_cc() — —
• test_refactor_plan_to_tasks() — —
• test_generate_planfile_dry_run() — —
• test_generate_planfile_writes_yaml() — —
• test_generate_planfile_merge_preserves_done() — —
• test_cli_planfile_sync_dry_run() — —
• test_cli_planfile_show() — —
• test_cli_planfile_sync_json_format() — —
• print() — —
• validate() — —
• store() — —
• lifecycle() — —
• retry_with_backoff() — —
• reconcile_invoice() — —
• process() — —
• helper() — —
• format() — —
• pad() — —
• verify() — —
• generate_token() — —
• load_env_pl() — —
• env_pl() — —
• parseSelection_pl() — —
• h_pl() — —
• load_env() — —
• OPENROUTER_API_KEY() — —
• generate_readme() — —
• check_http() — —
• check_content() — —
• check_php_syntax() — —
• check_env_exists() — —
• check_encryption_key() — —
• check_directories() — —
• check_admin_auth() — —
• check_cron_scripts() — —
• check_status() — —
• check_contains() — —
• check_not_contains() — —
• main_function() — —
• validate_data() — —
• save_data() — —
• log_error() — —

Project Structure

📄 .goal.pre-commit-hook (1 functions) 📄 .goal.vallm-pre-commit 📄 .planfile.config 📄 .planfile.sprints.backlog 📄 .planfile.sprints.current 📄 .pre-commit-config 📄 .taskill.state 📄 CHANGELOG 📄 Dockerfile 📄 Makefile 📄 README (3 functions) 📄 README_EN (3 functions) 📄 SUMD (997 functions, 11 classes) 📄 SUMR (57 functions, 11 classes) 📄 TODO 📄 Taskfile 📄 app.models (3 classes) 📄 config.default_rules 📄 docker-compose 📄 docs.API 📄 docs.CONFIG_CHEATSHEET 📄 docs.CONFIG_MIGRATION 📄 docs.CONFIG_STANDARD 📄 docs.README (1 functions) 📄 docs.ats-benchmark 📄 docs.autonomous_pr_example 📄 docs.clickmd-markdown-terminal 📄 docs.code2docs-automatyczna-dokumentacja 📄 docs.code2llm-analiza-przeplywu-kodu 📄 docs.code2logic-analiza-nlp 📄 docs.cost-kalkulator-kosztow-ai 📄 docs.domd-walidacja-komend-markdown 📄 docs.goal-automatyczny-git-push 📄 docs.heal-zdrowie-wellness 📄 docs.llx-routing-modeli-llm 📄 docs.metrun-profilowanie-wydajnosci 📄 docs.model-policy (4 functions) 📄 docs.model-policy-quickstart (6 functions) 📄 docs.nfo-automatyczne-logowanie-funkcji (1 functions) 📄 docs.pactfix-bash-analyzer 📄 docs.pfix-self-healing-python 📄 docs.planfile-automatyzacja-sdlc 📄 docs.prefact-linter-llm-aware 📄 docs.prellm-preprocessing-llm 📄 docs.proxym-proxy-ai 📄 docs.pyqual-quality-gates 📄 docs.qualbench-ci-dla-kodu-ai 📄 docs.redup-detekcja-duplikacji 📄 docs.regix-indeks-regresji 📄 docs.toonic-format-toon 📄 docs.vallm-walidacja-kodu-llm 📄 docs.weekly-analizator-jakosci 📄 docs.zautomatyzowany-biznes-semcod 📄 examples.01-basic-analysis.README 📄 examples.01-basic-analysis.advanced 📄 examples.01-basic-analysis.default 📄 examples.01-basic-analysis.main (1 functions) 📄 examples.02-custom-rules.README 📄 examples.02-custom-rules.advanced 📄 examples.02-custom-rules.default 📄 examples.02-custom-rules.main (1 functions) 📄 examples.02-custom-rules.team_rules 📄 examples.03-full-pipeline.README 📄 examples.03-full-pipeline.advanced (2 functions) 📄 examples.03-full-pipeline.default (1 functions) 📄 examples.03-full-pipeline.main (1 functions) 📄 examples.04-memory-learning.README 📄 examples.04-memory-learning.advanced 📄 examples.04-memory-learning.default 📄 examples.04-memory-learning.main (1 functions) 📄 examples.05-api-integration.README 📄 examples.05-api-integration.advanced (5 functions) 📄 examples.05-api-integration.default (4 functions) 📄 examples.05-api-integration.main (1 functions) 📄 examples.06-awareness.README 📄 examples.06-awareness.advanced 📄 examples.06-awareness.default 📄 examples.06-awareness.main (1 functions) 📄 examples.07-pyqual.README 📄 examples.07-pyqual.advanced (6 functions, 1 classes) 📄 examples.07-pyqual.default (3 functions, 1 classes) 📄 examples.07-pyqual.main (1 functions) 📄 examples.08-audit.README 📄 examples.08-audit.advanced 📄 examples.08-audit.default 📄 examples.08-audit.main (1 functions) 📄 examples.09-pr-bot.README 📄 examples.09-pr-bot.advanced (4 functions, 4 classes) 📄 examples.09-pr-bot.default (3 functions) 📄 examples.09-pr-bot.main (1 functions) 📄 examples.10-badge.README 📄 examples.10-badge.advanced 📄 examples.10-badge.default 📄 examples.10-badge.main (1 functions) 📄 examples.11-model-policy.README (2 functions) 📄 examples.11-model-policy.main (5 functions) 📄 goal 📄 planfile 📄 prefact 📄 project 📄 project.README 📄 project.analysis.toon 📄 project.calls 📄 project.calls.toon 📄 project.context 📄 project.duplication.toon 📄 project.evolution.toon 📄 project.map.toon (16004 functions) 📄 project.project.toon 📄 project.prompt 📄 project.validation.toon 📄 project_test.README 📄 project_test.analysis.toon 📄 project_test.context 📄 project_test.evolution.toon 📄 project_test.map.toon (797 functions) 📄 project_test.project.toon 📄 project_test.prompt 📄 pyproject 📄 pyqual 📄 pyqual_report 📦 redsl 📄 redsl.__main__ 📦 redsl.analyzers 📄 redsl.analyzers.analyzer (8 functions, 1 classes) 📄 redsl.analyzers.code2llm_bridge (5 functions, 1 classes) 📄 redsl.analyzers.incremental (17 functions, 2 classes) 📄 redsl.analyzers.metrics (2 functions, 2 classes) 📦 redsl.analyzers.parsers (1 classes) 📄 redsl.analyzers.parsers.duplication_parser (5 functions, 1 classes) 📄 redsl.analyzers.parsers.functions_parser (6 functions, 1 classes) 📄 redsl.analyzers.parsers.project_parser (18 functions, 1 classes) 📄 redsl.analyzers.parsers.validation_parser (1 functions, 1 classes) 📄 redsl.analyzers.python_analyzer (8 functions, 1 classes) 📄 redsl.analyzers.quality_visitor (18 functions, 1 classes) 📄 redsl.analyzers.radon_analyzer (23 functions, 1 classes) 📄 redsl.analyzers.redup_bridge (7 functions, 1 classes) 📄 redsl.analyzers.resolver (4 functions, 1 classes) 📄 redsl.analyzers.semantic_chunker (11 functions, 2 classes) 📄 redsl.analyzers.sumd_bridge (13 functions, 2 classes) 📄 redsl.analyzers.toon_analyzer (13 functions, 1 classes) 📄 redsl.analyzers.utils (9 functions) 📦 redsl.api (2 functions) 📦 redsl.api.cqrs 📄 redsl.api.cqrs.commands (6 functions, 7 classes) 📄 redsl.api.cqrs.events (19 functions, 9 classes) 📄 redsl.api.cqrs.projections (17 functions, 4 classes) 📄 redsl.api.cqrs.queries (8 functions, 11 classes) 📄 redsl.api.cqrs.websocket_manager (11 functions, 1 classes) 📄 redsl.api.cqrs_routes (1 functions, 5 classes) 📄 redsl.api.debug_routes (1 functions) 📄 redsl.api.example_routes (4 functions) 📄 redsl.api.health_routes (1 functions) 📄 redsl.api.models (13 classes) 📄 redsl.api.openapi 📄 redsl.api.pyqual_routes (1 functions) 📄 redsl.api.refactor_routes (8 functions) 📄 redsl.api.scan_routes (6 functions, 2 classes) 📄 redsl.api.webhook_routes (1 functions) 📦 redsl.autonomy 📄 redsl.autonomy.adaptive_executor (3 functions, 1 classes) 📄 redsl.autonomy.auto_fix (13 functions, 1 classes) 📄 redsl.autonomy.growth_control (12 functions, 3 classes) 📄 redsl.autonomy.intent (7 functions) 📄 redsl.autonomy.metrics (11 functions, 1 classes) 📄 redsl.autonomy.quality_gate (10 functions, 1 classes) 📄 redsl.autonomy.review (6 functions) 📄 redsl.autonomy.scheduler (16 functions, 2 classes) 📄 redsl.autonomy.smart_scorer (5 functions) 📦 redsl.awareness (16 functions, 2 classes) 📄 redsl.awareness.change_patterns (6 functions, 2 classes) 📄 redsl.awareness.ecosystem (10 functions, 2 classes) 📄 redsl.awareness.git_timeline (23 functions, 1 classes) 📄 redsl.awareness.health_model (6 functions, 3 classes) 📄 redsl.awareness.proactive (5 functions, 2 classes) 📄 redsl.awareness.self_model (7 functions, 3 classes) 📄 redsl.awareness.timeline_analysis (7 functions, 1 classes) 📄 redsl.awareness.timeline_git (7 functions, 1 classes) 📄 redsl.awareness.timeline_models (3 functions, 3 classes) 📄 redsl.awareness.timeline_toon (10 functions, 1 classes) 📦 redsl.bridges 📄 redsl.bridges.base (2 functions, 1 classes) 📄 redsl.bridges.redeploy_bridge (10 functions) 📦 redsl.ci 📄 redsl.ci.github_actions (6 functions, 1 classes) 📦 redsl.cli (4 functions) 📄 redsl.cli.__main__ 📄 redsl.cli.batch (6 functions) 📄 redsl.cli.config (13 functions) 📄 redsl.cli.debug (5 functions) 📄 redsl.cli.deploy (7 functions) 📄 redsl.cli.events (6 functions) 📄 redsl.cli.examples (14 functions) 📄 redsl.cli.llm_banner (5 functions) 📄 redsl.cli.logging (1 functions) 📄 redsl.cli.model_policy (6 functions) 📄 redsl.cli.models (14 functions) 📄 redsl.cli.planfile (30 functions) 📄 redsl.cli.pyqual (4 functions) 📄 redsl.cli.refactor (14 functions) 📄 redsl.cli.scan (2 functions) 📄 redsl.cli.utils (2 functions) 📄 redsl.cli.workflow (5 functions) 📄 redsl.commands._fixer_utils (1 functions) 📄 redsl.commands._guard_fixers (7 functions) 📄 redsl.commands._indent_fixers (9 functions) 📄 redsl.commands._scan_report (8 functions) 📦 redsl.commands.autofix 📄 redsl.commands.autofix.discovery (2 functions) 📄 redsl.commands.autofix.helpers (2 functions) 📄 redsl.commands.autofix.hybrid (1 functions) 📄 redsl.commands.autofix.models (1 classes) 📄 redsl.commands.autofix.pipeline (6 functions) 📄 redsl.commands.autofix.reporting (5 functions) 📄 redsl.commands.autofix.runner (2 functions) 📄 redsl.commands.autofix.todo_gen (3 functions) 📦 redsl.commands.autonomy_pr (11 functions) 📄 redsl.commands.autonomy_pr.analyzer (6 functions) 📄 redsl.commands.autonomy_pr.git_ops (7 functions) 📄 redsl.commands.autonomy_pr.models (6 classes) 📄 redsl.commands.autonomy_pr.reporter (3 functions) 📄 redsl.commands.autonomy_pr.validator (7 functions) 📄 redsl.commands.batch (7 functions) 📦 redsl.commands.batch_pyqual 📄 redsl.commands.batch_pyqual.config_gen (3 functions, 1 classes) 📄 redsl.commands.batch_pyqual.discovery (5 functions) 📄 redsl.commands.batch_pyqual.models (1 classes) 📄 redsl.commands.batch_pyqual.pipeline (14 functions, 1 classes) 📄 redsl.commands.batch_pyqual.reporting (25 functions) 📄 redsl.commands.batch_pyqual.runner (7 functions, 1 classes) 📄 redsl.commands.batch_pyqual.utils (3 functions) 📄 redsl.commands.batch_pyqual.verdict (7 functions) 📄 redsl.commands.cli_autonomy (20 functions) 📄 redsl.commands.cli_awareness (8 functions) 📄 redsl.commands.cli_doctor (8 functions) 📄 redsl.commands.doctor (3 functions) 📄 redsl.commands.doctor_data (1 functions, 2 classes) 📄 redsl.commands.doctor_detectors (17 functions) 📄 redsl.commands.doctor_fixers (9 functions) 📄 redsl.commands.doctor_fstring_fixers (10 functions) 📄 redsl.commands.doctor_helpers (2 functions) 📄 redsl.commands.doctor_indent_fixers 📄 redsl.commands.github_source (9 functions) 📄 redsl.commands.hybrid (14 functions) 📄 redsl.commands.multi_project (10 functions, 3 classes) 📄 redsl.commands.plan_sync (16 functions, 2 classes) 📄 redsl.commands.planfile_bridge (7 functions) 📦 redsl.commands.pyqual (13 functions, 1 classes) 📄 redsl.commands.pyqual.ast_analyzer (2 functions, 1 classes) 📄 redsl.commands.pyqual.bandit_analyzer (1 functions, 1 classes) 📄 redsl.commands.pyqual.fix_decisions (5 functions) 📄 redsl.commands.pyqual.mypy_analyzer (2 functions, 1 classes) 📄 redsl.commands.pyqual.reporter (5 functions, 1 classes) 📄 redsl.commands.pyqual.ruff_analyzer (1 functions, 1 classes) 📄 redsl.commands.scan (13 functions, 4 classes) 📦 redsl.commands.sumr_planfile (5 functions) 📄 redsl.commands.sumr_planfile.core (5 functions) 📄 redsl.commands.sumr_planfile.extractors (15 functions) 📄 redsl.commands.sumr_planfile.models (1 functions, 3 classes) 📄 redsl.commands.sumr_planfile.parsers (3 functions) 📄 redsl.commands.sumr_planfile.utils (4 functions) 📄 redsl.config (4 functions, 5 classes) 📦 redsl.config_standard 📄 redsl.config_standard.agent_bridge (8 functions, 1 classes) 📄 redsl.config_standard.applier (7 functions, 2 classes) 📄 redsl.config_standard.catalog (3 functions, 1 classes) 📄 redsl.config_standard.core (3 functions, 6 classes) 📄 redsl.config_standard.llm_policy (1 functions, 5 classes) 📄 redsl.config_standard.models 📄 redsl.config_standard.nlp_handlers (10 functions, 1 classes) 📄 redsl.config_standard.paths (9 functions) 📄 redsl.config_standard.profiles (3 functions) 📄 redsl.config_standard.proposals (4 functions, 5 classes) 📄 redsl.config_standard.secrets (2 functions, 2 classes) 📄 redsl.config_standard.security (6 functions, 2 classes) 📄 redsl.config_standard.store (22 functions, 5 classes) 📄 redsl.consciousness_loop (7 functions, 1 classes) 📦 redsl.core 📄 redsl.core.pipeline (4 functions, 4 classes) 📄 redsl.defaults.workflow 📦 redsl.diagnostics 📄 redsl.diagnostics.perf_bridge (11 functions, 3 classes) 📦 redsl.dsl 📄 redsl.dsl.engine (12 functions, 6 classes) 📄 redsl.dsl.project.README 📄 redsl.dsl.project.analysis.toon 📄 redsl.dsl.project.context 📄 redsl.dsl.rule_generator (11 functions, 2 classes) 📦 redsl.examples 📄 redsl.examples._common (6 functions) 📄 redsl.examples.api_integration (2 functions) 📄 redsl.examples.audit (10 functions) 📄 redsl.examples.awareness (6 functions) 📄 redsl.examples.badge (8 functions) 📄 redsl.examples.basic_analysis (2 functions) 📄 redsl.examples.custom_rules (3 functions) 📄 redsl.examples.full_pipeline (2 functions) 📄 redsl.examples.memory_learning (6 functions) 📄 redsl.examples.pr_bot (6 functions) 📄 redsl.examples.pyqual_example (2 functions) 📦 redsl.execution 📄 redsl.execution.backup_manager (7 functions) 📄 redsl.execution.cycle (14 functions) 📄 redsl.execution.decision (9 functions) 📄 redsl.execution.deploy_detector (10 functions, 2 classes) 📄 redsl.execution.executor 📄 redsl.execution.planfile_runner (3 functions) 📄 redsl.execution.planfile_updater (12 functions) 📄 redsl.execution.project_scanner (7 functions, 1 classes) 📄 redsl.execution.pyqual_validators (7 functions) 📄 redsl.execution.reflector (2 functions) 📄 redsl.execution.reporter (4 functions) 📄 redsl.execution.resolution (6 functions) 📄 redsl.execution.sandbox_execution (1 functions) 📄 redsl.execution.validation (2 functions) 📄 redsl.execution.workflow (11 functions, 12 classes) 📦 redsl.formatters 📄 redsl.formatters.batch (12 functions) 📄 redsl.formatters.core (1 functions) 📄 redsl.formatters.cycle (18 functions) 📄 redsl.formatters.debug (1 functions) 📄 redsl.formatters.pyqual_report 📄 redsl.formatters.refactor (9 functions) 📄 redsl.history (16 functions, 3 classes) 📦 redsl.integrations 📄 redsl.integrations.webhook (3 functions) 📦 redsl.llm (14 functions, 2 classes) 📄 redsl.llm.gate (7 functions, 2 classes) 📄 redsl.llm.llx_router (15 functions, 1 classes) 📦 redsl.llm.registry 📄 redsl.llm.registry.aggregator (16 functions, 1 classes) 📄 redsl.llm.registry.models (7 classes) 📦 redsl.llm.registry.sources 📄 redsl.llm.registry.sources.base (13 functions, 6 classes) 📦 redsl.llm.selection 📄 redsl.llm.selection.checks (9 functions) 📄 redsl.llm.selection.config (7 functions) 📄 redsl.llm.selection.metrics (2 functions) 📄 redsl.llm.selection.models (1 functions, 4 classes) 📄 redsl.llm.selection.ops (1 functions) 📄 redsl.llm.selection.selector (9 functions, 1 classes) 📄 redsl.llm.selection.strategy (3 functions, 1 classes) 📄 redsl.main (23 functions) 📦 redsl.memory (18 functions, 4 classes) 📄 redsl.orchestrator (5 functions, 2 classes) 📄 redsl.project.README 📄 redsl.project.analysis.toon 📄 redsl.project.batch_1.analysis.toon 📄 redsl.project.batch_2.analysis.toon 📄 redsl.project.context 📄 redsl.project.evolution.toon 📄 redsl.project.examples.analysis.toon 📄 redsl.project.refactors_validation_examples.analysis.toon 📄 redsl.project.root.analysis.toon 📄 redsl.project.validation_examples.analysis.toon 📄 redsl.pyqual_report 📦 redsl.refactors 📄 redsl.refactors._base (1 functions, 1 classes) 📄 redsl.refactors.ast_transformers (9 functions, 2 classes) 📄 redsl.refactors.body_restorer (7 functions) 📄 redsl.refactors.diff_manager (9 functions) 📄 redsl.refactors.direct (6 functions, 1 classes) 📄 redsl.refactors.direct_constants (6 functions, 1 classes) 📄 redsl.refactors.direct_guard (6 functions, 1 classes) 📄 redsl.refactors.direct_imports (14 functions, 1 classes) 📄 redsl.refactors.direct_types (5 functions, 1 classes) 📄 redsl.refactors.engine (9 functions, 1 classes) 📄 redsl.refactors.models (3 classes) 📄 redsl.refactors.prompts (3 functions) 📦 redsl.utils 📄 redsl.utils.json_helpers (1 functions) 📄 redsl.utils.tool_check (1 functions) 📦 redsl.validation 📄 redsl.validation.pyqual_bridge (13 functions) 📄 redsl.validation.regix_bridge (8 functions, 1 classes) 📄 redsl.validation.sandbox (9 functions, 3 classes) 📄 redsl.validation.testql_bridge (10 functions, 2 classes) 📄 redsl.validation.vallm_bridge (7 functions, 1 classes) 📄 redsl_output.hybrid_refactor_results 📄 redsl_output.pyqual_report 📄 redsl_output.redsl_batch_hybrid_report 📄 redsl_refactor_report 📄 redsl_refactor_report.toon 📄 redsl_scan_report 📄 requirements 📄 sumd 📄 test_refactor_bad.complex_code (17 functions, 1 classes) 📄 test_refactor_bad.redsl_refactor_report 📄 test_refactor_project.bad_code (2 functions, 1 classes) 📄 test_refactor_project.redsl_refactor_plan 📄 test_refactor_project.redsl_refactor_report 📄 tree 📄 vallm 📄 vallm_analysis.validation.toon 📄 vallm_analysis_full.validation.toon 📄 vallm_json.validation 📄 vallm_text.validation 📄 www.DEPLOY_CHECKLIST 📄 www.Dockerfile 📄 www.Makefile 📄 www.README 📄 www.README-PLESK 📄 www.README_CONFIG 📄 www.README_NDA 📄 www.README_PROPozycje 📄 www.SUMD 📄 www.SUMR 📄 www.admin.auth (2 functions) 📄 www.admin.clients 📄 www.admin.contracts 📄 www.admin.index 📄 www.admin.invoices 📄 www.admin.logs (3 functions) 📄 www.admin.projects 📄 www.admin.scans 📄 www.admin.tickets 📄 www.api.redsl (4 functions) 📄 www.app (15 functions) 📄 www.blog.index 📄 www.bootstrap (5 functions) 📄 www.client.index (1 functions) 📄 www.composer 📄 www.config-api (15 functions) 📄 www.config-editor (5 functions) 📄 www.cron.invoice-generator 📄 www.cron.scan-worker 📄 www.debug 📄 www.docker-compose 📄 www.docs.README 📄 www.docs.landing-page-copy 📄 www.email-notifications (4 functions) 📄 www.i18n.de 📄 www.i18n.en 📄 www.i18n.pl 📄 www.index (2 functions) 📄 www.install-plesk 📄 www.klient.index 📄 www.marketing.index (11 functions) 📄 www.mock-github.access_token 📄 www.mock-github.authorize 📄 www.mock-github.user 📄 www.nda-form (11 functions) 📄 www.nda-wzor 📄 www.phpunit 📄 www.polityka-prywatnosci (1 functions) 📄 www.project 📄 www.project.README 📄 www.project.analysis.toon 📄 www.project.calls 📄 www.project.calls.toon 📄 www.project.context 📄 www.project.evolution.toon 📄 www.project.map.toon 📄 www.project.project.toon 📄 www.project.prompt 📄 www.proposals (2 functions) 📄 www.propozycje 📄 www.regulamin (1 functions) 📄 www.smoke-test (8 functions) 📄 www.test-plesk (3 functions) 📄 www.testql-scenarios.generated-api-smoke.testql.toon

Requirements

• Python >= >=3.11
• fastapi >=0.115.0- uvicorn >=0.44.0- pydantic >=2.10.0- litellm >=1.52.0- chromadb >=0.6.0- pyyaml >=6.0.2- rich >=13.9.0- httpx >=0.28.0- click >=8.1.7- python-dotenv >=1.0.1- goal >=2.1.218- costs >=0.1.20- pfix >=0.1.60

Contributing

Contributors:

• Tom Softreck tom@sapletta.com
• Tom Sapletta tom-sapletta-com@users.noreply.github.com

We welcome contributions! Open an issue or pull request to get started.

Development Setup

# Clone the repository
git clone https://github.com/semcod/redsl
cd redsl

# Install in development mode
pip install -e ".[dev]"

# Run tests
pytest

Documentation

• 💡 Examples — Usage examples and code samples

Generated Files

Output	Description	Link
README.md	Project overview (this file)	—
examples	Usage examples and code samples	View