Human Approval Gate Manager AI Connector
Manages deterministic human-in-the-loop approval gates for agent actions.
ViewMemory Context Window Pruner AI Connector
Manage LLM conversation history by applying deterministic pruning strategies to prevent context window overflow.
ViewOutput Format Contract Checker AI Connector
Enforces strict data integrity and schema conformity between LLM pipeline stages.
ViewParallel Task Fan-out Coordinator AI Connector
Synchronize parallel agentic workflows with deterministic barrier strategies.
ViewTool Availability and Dependency Checker AI Connector
Audits tool environments for availability, version compatibility, and recursive dependency chains.
ViewAPI Key Rotation Manager AI Connector
Deterministic API key rotation to prevent rate limits and exhaustion.
ViewDeterministic Timeout Enforcer AI Connector
Prevents agent hang-ups by enforcing strict execution time boundaries and token budgets.
ViewDynamic Context Window Packer AI Connector
Optimally packs retrieved documents into LLM context windows using a greedy knapsack algorithm.
ViewGraph State Merge Conflict Resolver AI Connector
Resolves deterministic merge conflicts for parallel graph node state updates.
ViewRetrieval Relevance Scorer AI Connector
A deterministic scoring engine that filters retrieved documents using Jaccard, TF-IDF, and coverage metrics.
ViewStreaming Chunk Assembler AI Connector
Reassembles fragmented LLM response chunks into complete, verified text and JSON.
ViewInput Sanitizer & Escape Handler AI Connector
Protects AI agents from shell injection, path traversal, and payload vulnerabilities.
ViewTruncation Detector & Graceful Terminator AI Connector
Detects and repairs truncated LLM outputs to restore structural integrity.
ViewAgent Description & Tool Alignment Checker AI Connector
Validates alignment between agent descriptions and assigned tools to prevent multi-agent framework errors.
ViewConstraint Satisfaction Verifier AI Connector
A deterministic validator for LLM outputs to enforce strict business and structural constraints.
ViewGlobal Retry Budget Tracker AI Connector
Prevents unbounded retry loops by enforcing a strict credit-based budget across all agents.
Viewjson-state-diff-generator AI Connector
High-precision JSON state comparison for debugging agentic workflows.
ViewMarkdown Code Block Extractor AI Connector
Extracts exact code blocks from LLM markdown responses.
ViewMinHash Text Deduplicator AI Connector
Detect near-duplicate texts using MinHash signatures and Jaccard similarity.
ViewPython Code Safety Linter AI Connector
Validates Python code strings using AST analysis to prevent security vulnerabilities.
ViewURL SSRF Prevention Validator AI Connector
Prevents SSRF attacks by validating URL schemes and blocking internal IP ranges.
ViewXML to Dict Parser AI Connector
Converts XML strings into deterministic dictionary structures for stable LLM outputs.
ViewConversation Turn Fairness Enforcer AI Connector
Prevents agent domination in multi-agent conversations by monitoring turn frequency.
ViewDocument Metadata Flattener AI Connector
Flattens nested JSON metadata into dot-notation keys for vector store compatibility.
ViewLLM API Cost Estimator AI Connector
Calculate exact API costs and track session budgets for LLM workflows.
ViewResource Limit Calculator AI Connector
Translates high-level resource constraints into exact OS-level RLIMIT constants.
ViewRouting Logic Evaluator AI Connector
A decision engine for deterministic conditional routing in multi-agent workflows.
ViewTask IO Mapping Validator AI Connector
Validates data continuity and key mapping between sequential tasks in AI agent pipelines.
ViewTemplate Injection Sanitizer AI Connector
Detects and neutralizes prompt injection attacks using template syntax like Jinja2 and Python f-strings.
ViewTool Namespace Resolver and Fuzzy Matcher AI Connector
Resolves tool name hallucinations and misspellings using hierarchical matching logic.
ViewTool Output Truncator and Size Limiter AI Connector
Safely shrinks tool outputs to fit byte limits without breaking multi-byte characters.
ViewAgent Config Drift Detector AI Connector
Detects unauthorized changes to agent configurations by comparing SHA-256 hashes.
View
