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LLMRagent 0.8.1

• Fixed archive privacy, pre-execution tool guardrails, per-round budgets, and governed-tool limits; kept only the supported user functions.
• Retrieval-memory embedding operations now pass the agent’s budget and are recorded in the trace as embed events; the model call is re-gated after any accounted work earlier in the same turn.
• save_agent() refuses a config carrying a literal API key instead of warning and writing the key to disk.
• The Agent R6 generator is internal; construct agents with agent().

LLMRagent 0.8.0

Initial CRAN release.

• Reproducible LLM agents built on ‘LLMR’: personas, native R tools, pluggable memory, and declared call, token, tool, and time budgets.
• Multi-agent conversations over a shared transcript, with turn-taking presets for debates, focus groups, interviews, and deliberations with votes; factorial experiments over those designs run in parallel and return tidy results.
• Provenance throughout: every run converts to one object with utterance, event, call, tool, and state views; a study manifest of content hashes; and a sealed replication archive whose call log reads back through ‘LLMR’.
• Governance: declared tool side effects, guardrails on inputs, outputs, and tool calls, human approval gates that pause and resume, and a governed Model Context Protocol client.
• A small workflow runtime with checkpoint, resume, fork, and hash-verified replay.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.