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1. percolation-inversion-compiler percolation-inversion-compiler Public

   AI agent output checker and workflow verification toolkit for turning agent text, pull requests, external inputs, and messages into auditable JSON reports with evidence routing, residual ledgers, p…

   Python

2. percolation-inversion-compiler-ts percolation-inversion-compiler-ts Public

   Node.js AI agent output checker and workflow report generator with JSON schemas, safe reuse checks, and Python v0.5.0 compatibility.

   TypeScript

3. split-inference-bench split-inference-bench Public

   Fixed-budget multi-agent inference benchmark harness for studying when split inference helps or hurts versus a strong single-agent baseline under local context ceilings, using local Ollama gemma3:1…

   Python 1

4. frontier-transfer-certifier frontier-transfer-certifier Public

   Fail-closed certification toolkit for small-to-frontier transfer in agentic AI, with typed manifests, replayable evidence, and theory-registry coverage.

   Python

5. loscr loscr Public

   Check whether AI-assisted R&D work is truly verified progress. Local-first LOSCR implementation with JSONL evidence ledgers, deterministic replay, service control, and claim checking.

   Python

6. oasg oasg Public

   Local-first, model-agnostic workflow optimizer for long-running AI agents: observable JSONL ledgers, deterministic reducers, no-meta gates, and receipt-backed self-improvement without LLM judges or…

   Python