[P2] Add CLI, interactive demo, examples, and trace export/visualization #19

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opened 2026-08-12 01:20:10 +00:00 by lost-rob0t · 0 comments

lost-rob0t commented

2026-08-12 01:20:10 +00:00

(Migrated from github.com)

Goal

Make the runtime usable and debuggable without requiring developers to manually assemble Prolog goals.

Scope

add CLI for direct LM, RLM, agent, graph, and MCP demo operations;
add interactive SWI-Prolog demo predicates;
add examples for local OpenAI-compatible endpoints and hosted APIs;
add JSON/JSONL trace export;
add a minimal trajectory/state-history viewer or documented visualization format;
document configuration, budgets, capabilities, and failure inspection;
add reproducible demo commands.

Acceptance criteria

a new user can run a deterministic demo without credentials;
a credentialed user can run a real RLM completion from one CLI command;
traces can be exported and inspected outside the process;
examples cover direct completion, external context, tool use, recursion, graph resume, and MCP interoperability.

Dependencies

#18
parent #3

## Goal Make the runtime usable and debuggable without requiring developers to manually assemble Prolog goals. ## Scope - add CLI for direct LM, RLM, agent, graph, and MCP demo operations; - add interactive SWI-Prolog demo predicates; - add examples for local OpenAI-compatible endpoints and hosted APIs; - add JSON/JSONL trace export; - add a minimal trajectory/state-history viewer or documented visualization format; - document configuration, budgets, capabilities, and failure inspection; - add reproducible demo commands. ## Acceptance criteria - a new user can run a deterministic demo without credentials; - a credentialed user can run a real RLM completion from one CLI command; - traces can be exported and inspected outside the process; - examples cover direct completion, external context, tool use, recursion, graph resume, and MCP interoperability. ## Dependencies - #18 - parent #3