Human-in-the-loop approval gate for @msm-core/mini agents (withApprovalGate + onBeforeTool hook) + an NL auto-approve classifier. Pure; storage injected via the ApprovalStore port.

CashCode MSM-3024 Bill Validator npm package

Portable agent framework — brain-agnostic execution core for AI agents

MSM Shows minecraft server MOTD and server infos

Five-tier agent memory (customer · episodic · semantic · procedural · reflection). Pure cognitive logic; storage + job stats injected via ports (no mongodb dependency).

Retrieval — chunk · embed · search. Zero runtime deps: the vector store (Qdrant) and embedder (fastembed) are injected via ports; namespace is injected. Case + firm-archive RAG.

Evolving semantic memory and intent router — CST tokenizer + HDC algebra

Agent trust guardrails — PII detection/redaction (Luhn-checked), REVERSIBLE redaction with a token map, prompt-injection detection, groundedness, and a tool-output safety filter. Pure, deterministic, dependency-free.

Operations on array nodes

This is main MastermindCMS2 Components.

A connect middleware of mock server to help develop web app.

Fastest 5KB JS implementation of secp256k1 ECDH & ECDSA signatures compliant with RFC6979

Durable job/mission orchestration engine (CAS + idempotency state machine, cron missions, HITL approval). Pure decision logic; storage, queue, lock, clock injected via ports (no mongoose/bullmq/ioredis dependency).

Patch utilities

AI brain (alpha): HDC perception gate + native-language LLM reasoning via Ollama

Contextual Semantic Tokenizer — zero-dependency, multilingual, reversible

Groth16 (BN254) zkSNARK prover with FFT + MSM in pure WGSL/WebGPU. Zero production dependencies. Consumes snarkjs .zkey + .wtns, emits proofs that snarkjs.groth16.verify accepts.

Replay recorded conversations through the same agent loop on several brains and measure the INVARIANTS — thinking that leaked into the answer, tool calls the model left nameless, budgets honoured and named, structured output that actually satisfies its sc

Structured document model (sections) + real DOCX rendering — true Word XML, RTL/Arabic-aware, letterhead. DOCX-only; returns a Buffer (caller owns I/O).

File → text/structured extraction. Cloud-free pure parsers (Excel/DOCX/CSV/text + born-digital PDF via pdf-parse) + a feasibility-study Excel extractor. Vision/OCR is an injected VisionExtractorPort.