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1. epi-recorder epi-recorder Public

   Tamper-evident evidence infrastructure for AI agents. Capture, seal, verify, and audit AI decisions in a single portable .epi file.

   Python 27 4

2. Evidence-Bound-Answering-System Evidence-Bound-Answering-System Public

   Evidence-bound answer engine: retrieve, cite, verify—sentence by sentence.

   Python 1

3. Prompt-Contracts-Fuzzing-CI-for-Answer-Engines Prompt-Contracts-Fuzzing-CI-for-Answer-Engines Public

   Prompt-contracts + fuzzing CI for LLMs: YAML DSL, stress packs, diff gates.

   Python 1

4. Human-Guided-Parametric-vs-Retrieval-Gating Human-Guided-Parametric-vs-Retrieval-Gating Public

   Freshness-aware router: decide when to retrieve, compute, clarify, or rely on the model.

   Python 1

5. Model-behavior-writing-pack Model-behavior-writing-pack Public

   Curated writing pack + proof-pack for LLM Model Designer: before/after rewrites, multilingual transcripts, experiment briefs (CI), empathy & accessibility.

   Python 1

6. TRUTHLENS TRUTHLENS Public

   Python 1