loopx
Lightweight loop engineering state kernel for long-running AI agent teams. Agent-loop agnostic across Codex, Claude Code, and other coding agents, with durable goals, quota-aware auto-wake, executable todos, evidence logs, and verifiable handoffs.
Learn how LoopX operator inbox binding uses JSON configuration and quota systems for dynamic urgency projection. Understand Lark event priorities with base extractors and operator weighting.
LoopX Turn Journal Runtime: How It Tracks Execution History and Enables Deterministic ReplayDiscover LoopX's Turn Journal Runtime. Learn how it tracks execution history and enables deterministic replay for tamper-proof execution in this Python façade.
How LoopX Enforces Public/Private Boundary Scanning: A Defense-in-Depth GuideDiscover how LoopX enforces public/private boundary scanning with its multi-layered architecture. Learn how it validates contracts, commands, and outputs against secret patterns to prevent leaks.
How to Debug Quota Eligibility Failures in LoopX: A Step-by-Step Diagnostic GuideDebug LoopX quota eligibility failures by tracing envelope construction, signature verification, and disposition logic. Follow our step-by-step diagnostic guide to resolve issues.
LoopX Status/Attention Queue Architecture: Multi-Source Aggregation and ProjectionDiscover the LoopX status attention queue architecture. Learn how LoopX aggregates contract health, goal data, and scans into a centralized queue for proactive intervention and projection.
How LoopX Heartbeat Automation Prompt Decides Scheduler EligibilityDiscover how LoopX heartbeat automation prompts determine scheduler eligibility by checking runtime profiles, execution contexts, and mode settings.
LoopX Quota Spend Sources and Settlement Validation Rules: Complete Implementation GuideUnderstand LoopX quota spend sources (runtime_events, visible-goal, heartbeat) and settlement validation rules for accurate budget accounting. Master implementation with this guide.
How the External Connector Runtime Works for Event Integration in LoopXDiscover how the LoopX external connector runtime ensures safe, ordered, and acknowledged event integration. Learn about its provider-neutral, file-based system with durable privacy guarantees.
What Is the Peer-Agent Runtime v1 Protocol in LoopX? A Complete Technical GuideUnderstand the LoopX Peer-Agent Runtime v1 protocol. Discover its rank-free execution model for multi-agent coordination, where peers share equal authority and work ownership is determined by claims and rules, not hierarchy.
How LoopX Implements the Lifetime Goal Invariant: Persistence, Turn Envelopes, and Quota ValidationDiscover how LoopX implements the lifetime goal invariant. Learn about its robust persistence, signed turn envelopes, and quota validation for reliable agent goal execution.
Runtime Responsibility Contracts for Agent, Provider, Capability, and Kernel in LoopXUnderstand LoopX runtime responsibility contracts: Agent handles execution, Provider manages external calls, Capability validates transitions, and Kernel controls state and scheduling.
How to Write a Custom Capability for LoopX: A Step-by-Step Developer GuideLearn to write a custom capability for LoopX with this step by step developer guide. Understand initialization, catalog entry, and CLI integration for seamless extension.
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