Agentic Reactor — The Living, Self-Improving Finder Platform

Core Mission: Make collab-finder not just a tool, but an autonomous agent that runs with minimal human input, using self-guards and pauses to stay safe and aligned. It decides, acts (search, prep), learns, and improves — surfacing only when necessary (low fit, high cost, CV changes, etc.). Exponential value comes from the feedback loop: real opportunities refine the CV/profile, better profile = better hunts, agents drive the loop.

Principles (from finder-reactor + tauri-agentic + others)

• Autonomy with Guardrails: Reactor loop runs (search -> analyze with X skill/llms + CV packet -> decide with confidence -> prep if cleared -> track).
• Pauses: Explicit points for user (or outer agent) intervention. UI dialogs, MCP "pause" tool responses, notifications.
• Smart Decisions: xAI structured "next action" with guards evaluated in Rust core.
• Self-Improvement: After cycles, surplus proposals auto-applied if low-risk, or paused for review. Evolve prompts, guards, CV packet.
• Composability: Full MCP exposure so this Grok session, Cursor, or future agents can invoke "run daily hunt with my latest CV, pause on <70 fit".
• Integration: X via x-agent-resources (ingest skill.md/llms, use XMCP/xurl), CV via cv-promote-guard, shell via tauri-agentic.

Architecture (Fusion View)