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