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1. llm-wiki llm-wiki Public

   A self-healing local knowledge base where a local LLM compounds your documents across four memory tiers ,working, episodic, semantic, and procedural — with bi-temporal facts, automatic contradictio…

   Python 3

2. Wiki_textgraph Wiki_textgraph Public

   TextGraph — extension of llm-wiki: turn any textual corpus into a queryable knowledge graph with byte-level provenance on every claim. Local-first, deterministic, zero-LLM-by-default. Built for com…

   Python 1

3. SEC_Guardrails_Agent SEC_Guardrails_Agent Public

   Defensive 7-layer runtime guardrails gateway for LLM agents: a reverse proxy that blocks prompt injection (incl. indirect/XPIA), tool misuse, and data exfiltration on every turn. Polyglot — Python …

   Python 1

4. Reduction Reduction Public

   Five-layer token-optimization pipeline for AI agents: optimize every input and output (shell filter, LLMLingua, semantic cache, native prompt caching, Caveman+TOON)

   Python 2

5. Trajectory_Causal_Attribution Trajectory_Causal_Attribution Public

   Record AI agent trajectories and find which step caused a failure via counterfactual step-ablation replay (P(fail|kept) - P(fail|ablated), Point-of-Commitment, Shapley attribution). Zero-dep Python…

   Python 2

6. Strive_Engineering Strive_Engineering Public

   A loop-engineering runtime: design, verify, and safely run autonomous coding-agent loops (L0→L3). Tested Rust safety core + Python orchestration. Works with free NVIDIA NIM models.

   Python 1