Percolation Inversion Compiler

Percolation Inversion Compiler (PIC) is an open-source Python toolkit for checking and organizing AI agent outputs, external knowledge inputs, repository evidence, and workflow messages into auditable machine-readable reports. It helps agents and developers turn unstructured work into checked capability packet candidates, verifier routes, residual ledgers, reusable abstraction records, salience queues, and collective workflow diagnostics.

The project is designed for agent-based research and engineering workflows where many outputs must be reused safely without treating raw text, metadata, or declared status as evidence. PIC preserves unresolved obligations instead of hiding them, separates candidate, provisional, speculative, and settled claims, and provides deterministic JSON reports that can be used by command-line tools, Python SDKs, CI checks, local runtime services, and agent-to-agent communication pipelines.

PIC supports a protocol-relative ASI-proxy workflow: it can help study how verified reusable packets, finite checks, bottleneck routing, queue management, and abstraction-capital records may accelerate collective AI workflows. It does not prove that real artificial superintelligence has occurred, does not modify model weights, does not perform self-rewrite, and does not grant unsafe execution authority. Its practical purpose is to make AI-agent work more inspectable, reusable, failure-aware, and verification-friendly.