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Claude Sycophancy Detector KI-Connector
Detects when AI models agree with incorrect user assumptions by verifying factual claims against codebase metadata.
AnsehenClaude Tool Output Compressor KI-Connector
Reduces context window exhaustion by applying deterministic compression rules to large tool outputs.
AnsehenContext Cache Invalidation Detector KI-Connector
Detects context loss and reasoning drift caused by aggressive prompt caching.
AnsehenDestructive Command Interceptor KI-Connector
Intercepts and blocks destructive bash commands using pattern matching and obfuscation detection.
AnsehenFile Change Impact Assessor KI-Connector
Quantifies the blast radius and risk of file modifications through deterministic dependency tracing.
AnsehenGit Workflow Guardian KI-Connector
Enforces git workflow rules and repository hygiene.
AnsehenClaude Multi-File Coherence Checker KI-Connector
Ensures structural integrity across codebases by auditing imports, signatures, and type consistency.
AnsehenClaude Prompt Caching Optimizer KI-Connector
Analyze prompt structures to maximize cache hit rates and reduce latency.
AnsehenClaude State Checkpoint Manager KI-Connector
Create deterministic project snapshots to undo unwanted changes.
Ansehenclaude-task-completion-verifier KI-Connector
A deterministic verification engine that validates task fulfillment by checking files, content, and command execution.
AnsehenClaude Verbosity Optimizer KI-Connector
A deterministic engine to detect and compress verbose LLM outputs to preserve context window budget.
AnsehenDependency Impact Analyzer KI-Connector
Analyzes the security, legal, and structural impact of adding or updating dependencies.
AnsehenEnvironment Consistency Validator KI-Connector
A diagnostic tool to verify development environments against expected configurations.
AnsehenLegacy System Pattern Matcher KI-Connector
Identifies legacy code patterns and provides deterministic rules for safe interaction.
AnsehenSensitive Data Exposure Detector KI-Connector
Intercepts and redacts sensitive information from file reads and tool outputs.
Ansehentest-regression-runner KI-Connector
Automated verification system that executes targeted test suites and detects regressions or flakiness.
AnsehenAgent Self-Reflection Sentiment Scanner KI-Connector
Analyzes agent execution logs to detect self-correction markers and measure stability.
AnsehenClaude Conversation Drift Detector KI-Connector
Monitors AI agent focus by detecting task drift and topic shifts.
AnsehenContext Window Token Estimator KI-Connector
Calculate exact token counts and payload distribution for AI agent context windows.
AnsehenHallucinated Citation Exact Match Checker KI-Connector
Mathematically verify LLM quotes against ground-truth RAG context to detect fabrications.
AnsehenLLM JSON Extractor KI-Connector
Isolates valid JSON objects from messy LLM text outputs.
Ansehenrag-chunk-boundary-optimizer KI-Connector
Analyzes text chunking strategies for RAG pipelines by measuring overlap, sentence integrity, and semantic continuity.
AnsehenPrompt Entropy and Clarity Scorer KI-Connector
A mathematical diagnostic tool to measure prompt complexity and cognitive load.
AnsehenZero-shot vs Few-shot Ratio Calculator KI-Connector
Quantify prompt composition by measuring the density of few-shot examples against instructions.
AnsehenBaking Recipe Scaler KI-Connector
Scale baking recipes using baker's percentages and pan volume geometry.
AnsehenColor Accessibility Engine KI-Connector
Deterministic color science for WCAG 2.1 compliance and LCH-based perceptual palettes.
AnsehenKnitting Gauge Calculator KI-Connector
Convert garment dimensions and shaping rules into precise stitch counts and schedules.
AnsehenMusic Theory Chord Engine KI-Connector
Deterministic music theory calculator for precise chord structures and enharmonic spelling.
AnsehenTypography Layout Calculator KI-Connector
Calculate exact typographic layout metrics and achieve perfect baseline grid snap.
AnsehenATR-Calculator KI-Connector
Calculate Average True Range and classify market volatility.
AnsehenBollinger Bands Calculator KI-Connector
Calculate volatility bands, squeeze states, and price positioning.
AnsehenFibonacci Retracement Calculator KI-Connector
Calculate precise Fibonacci retracement levels, price extensions, and time zones.
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