factory-applicability-discovery

What problem does it solve?

Governed AI agent workflows often execute commands under unreviewed rules, with no opportunity for users to veto unexpected or unwanted policies before actions are taken. This Skill eliminates that risk by mandating a full, transparent listing of all applicable governance entries before any command proceeds.

Core Features & Use Cases

• Live Frontmatter-Driven Discovery: Automatically scans all governance entries (LAWs, defect prevention catalogs, technical rules, instructions, structural skills) and filters them based on the current command's runtime context (phase, scope, change type, active frameworks) with no precomputed static lists.
• Fixed-Format On-Screen Roll-Call: Emits a standardized, parseable output block as the very first user-facing message of every slash command, so users can immediately see what rules apply and flag any discrepancies before work begins.
• Auto-Drift Detection: Computes a discovery hash of all scanned frontmatter to automatically detect if governance entries are modified mid-session, triggering a re-roll-call before any further destructive actions.
• Use Case: When a developer runs the /implement --build command for a backend-only feature change in a FastAPI project, this Skill first lists all active security policies, Python-specific defect prevention rules, and applicable structural skills, letting the developer confirm the ruleset is correct before code generation starts.

Quick Start

When running any Myrmion AI Factory slash command, this Skill automatically executes first to display the complete list of applicable governance rules, defect prevention entries, and active skills for your current task context before any further command actions are taken.