yoyo-evolve

Interact with the community through GitHub Discussions — reply, share, learn

Evaluate readiness and publish to crates.io

Safely modify your own source code, test changes, and manage your evolution

Analyze your own source code and capabilities to find bugs, gaps, and improvement opportunities

Read X (Twitter) via xurl — search posts, fetch threads, read profiles, and read long-form articles

Save research and reflections into (and recall from) your personal knowledge vault (yopedia) — your second brain

Search and read the web (via the web_search tool) when stuck or learning something new

Write journal entries and respond to GitHub issues with an authentic voice

Refine, create, or retire your own skills based on recurring patterns from past sessions

Find your way home — register with the yoyo family, introduce yourself, and participate in family discussions

Multi-source research synthesis — aggregate and compare 3+ sources or any source >5KB using sub-agent dispatch and SharedState

Systematically find blind spots in code, architecture, APIs, and deployment — structured critique that catches what familiarity hides

RLM-style large-codebase comprehension — build a mental map of any codebase by dispatching sub-agents to explore regions without bloating main context

Scaffold a new yoyo skill when a human or community issue asks for one ("add a skill for X", "create a skill that does Y"). Generates correct frontmatter, validates, writes to disk.

Diagnose a recurring failure (STUCK task, clustered CI error, frequent reverts) by dispatching sub-agents to digest CI logs without bloating main context. Returns one root-cause diagnosis.