wesleysimplicio/simplicio

Use simplicio-cli for verified code changes through mapper, precedent, six-layer prompts, tests, and a verify loop. Trigger on code edits, task-to-code, diff+test, or simplicio-py requests.

Perform deterministic Simplicio code changes and validation through the Dev CLI. Use for file edits, patches, implementation, formatting, tests, diagnostics, pre-effect validation, retries, evidence files, and safe mutation workflows. The agent decides intent; Dev CLI owns the mutation and verification.

Accelerate Simplicio retrieval with indexed search, ranking, cache, mmap, and bounded parallel reads. Use for repeated or large context lookups, low-latency symbol/file retrieval, snapshot-backed ranking, and cache-aware discovery. Do not use it as the source of truth or as a file mutation tool.

Orchestrate multi-step Simplicio work with agents, slots, stages, retries, fan-out, recovery, verification, and convergence. Use for multiple issues, iterative implementation, parallel tasks, reviewer cycles, bounded retries, or workflows that must discover, act, test, correct, record, and repeat. Remain operational without Runtime.

Survey and understand Simplicio codebases before action. Use for repository discovery, architecture mapping, symbol and dependency lookup, call-graph analysis, precedent search, snapshot creation, context selection, and any task where an agent must understand the project before editing. Do not use it as the mutation owner.

Route broad or ambiguous work across Simplicio Mapper, Fast, Dev CLI, Loop, and Runtime. Use when a request spans components, requires choosing the correct capability, needs an end-to-end workflow, or the agent is unsure which Simplicio skill to invoke. Prism classifies and composes; it does not execute mutations itself.

Use the plugin-managed Simplicio Runtime to map repositories, recall project memory, apply deterministic edits, run every valid CLI subcommand through the governed MCP supertool, and validate evidence. Use when the user invokes Simplicio or asks for Simplicio-backed repository work. Do not authenticate, publish, register other hosts, or change account state unless the user explicitly requests it.

Verify, repair, authenticate, update, or explicitly register the Simplicio Runtime installed by the Codex plugin. Use when the user asks to install Simplicio, enable all Simplicio commands, fix plugin startup, check authentication, or register Simplicio with other hosts. Login and broad host registration require explicit user intent.