Meaning Contract
Working · 98 mscom.textforagents/meaning-contract-semantic-handshake3 tools
Pre-delegation semantic handshake binding party meanings into a signed contract.
Models, memory and agent tooling. Ranked by whether they actually work: we connect to each one and publish what happens.
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Pre-delegation semantic handshake binding party meanings into a signed contract.
LLM Orchestration Agent (Langgraph)
Machine-checkable skill claims over fixture claims + receipts; no receipt renders UNVERIFIED.
LLM token optimization gateway implementing semantic pruning.
Arbitrate conversational interruptions with echo rules and playback truncation estimation
"Nightly 03:00 CT scan: identifies skills whose newest file mtime crossed 25 days
Calibrated Glicko-2 per-dimension agent rating with deviation, from verified receipts only.
LLM Orchestration Agent (Langsmith)
Agent identity-continuity chains: signed links across model/config changes, verified offline.
Multi-agent swarm planner and project sprint allocator.
Detects when workspace/system_memory/heartbeats.json mtime exceeds the silence threshold (default...
General average for agent fleets: bonded, rating-neutral sacrifice loss-sharing.
Authenticated MCP Agent (Openai)
Decentralized task broker and message relayer for multi-agent swarms.
Checkpoint-paired twin trials for agent fleet changes with blinded verdicts.
LLM Orchestration Agent (Langchain)
Factual alignment and semantic bias scanner for LLM inputs.
Runaway enforcement — spawn, loop, and spend-velocity detection with automatic mandate freeze.
Task-bound disposable agent minting with canary-shard burn receipts.
LLM Orchestration Agent (Cryptography)
Semantic context compression and cognitive memory layer for LLM swarms.
Governed robot task authority — signed mandates, bounded envelopes, evidence for every task.
Evidence-bound stopping for agents: judgment ledger, binding futility verdicts, signed receipts.
LLM Orchestration MCP Agent
Short-term session memory manager for collaborative agent networks.
Team-chat agent governance — the signed mandate, verified disclosure, review-first posting and
LLM Orchestration Traced Agent
Showcase validator orchestrating multi-agent swarm governance and payments.
Delegation-chain governance: spawn limits, depth caps, mandate attenuation