What it is

A REPL that talks to an LLM agent plus dynamic skills. It generates and maintains GAMP artifacts: URS (User Requirements), FS (Functional Specs), NFS (Non-Functional Specs), and DS (Design Specs) — both global and per file.

Why it matters

Specifications become the safety net for rapid development and recovery. If code is corrupted, the spec corpus and DS-per-file trail allow regeneration from scratch while preserving intent, traceability, and tests.

How it works

• LLM + skill catalog orchestrator produces plans and executes actions.
• Bootstrap creates a managed .specs workspace with URS/FS/NFS/DS and logs.
• Skills enforce relationships between URS ↔ FS/NFS ↔ DS ↔ tests, warn on contradictions, and auto-update linked docs.
• Memory layers: Global rules, User preferences (language), Session context (conversation + plans).

CLI controls

• /lang <language> — set spec language.
• /run <skill> <<prompt>> — execute a skill directly.
• /list — list skills; /model fast|deep — switch model tier.
• /debug on|off — toggle verbose logs.
• /specs [filter] — view spec sections; /cancel — abort running plan.
• /continue or /resume [extra] — resume a paused plan.
• /exit — quit.

Explore

Browse the specification matrix for URS/FS/NFS/DS or jump to the architecture view. Use specsLoader to read any Markdown as HTML.