Yeachan-Heo

Stateful single-mission improvement loop with strict evaluator contract, markdown decision logs, and max-runtime stop behavior

Socratic deep interview with mathematical ambiguity gating before explicit execution approval

Cross-session environment retrospective driven by OMC's own instrumentation — trace timelines, friction reports, logs, and plan notepads. Every finding lands on the surface that owns the fix (deterministic check, steering volume, tooling, or information…

Durable multi-goal workflow that persists plan/ledger artifacts under .omc/ultragoal and prints Claude /goal handoff text for the active session

Evaluate finished work for defects, risk, and simplification before it ships

Diagnose and fix oh-my-claudecode installation issues

Install or refresh oh-my-claudecode for plugin, npm, and local-dev setups from the canonical setup flow

Strategic planning with optional interview workflow

Run an anti-slop cleanup/refactor/deslop workflow

[OMX] Bounded best-practice research wrapper using official/upstream evidence first

Run a comprehensive code review

Socratic deep interview with mathematical ambiguity gating before execution

Canonical repo-local DESIGN.md workflow for product, UI/UX, and frontend decision source of truth

Show or configure the OMX HUD (two-layer statusline)

Lightweight planning with optional interview

Consensus planning stage for Planner -> Architect -> Critic handoff to $ultragoal

Socratic deep interview with mathematical ambiguity gating before explicit execution approval

Consensus planning entrypoint that auto-gates vague ultragoal requests before execution

Create and execute durable repo-native multi-goal plans over GJC goal mode artifacts.

Discover and inspect trusted local GJC sessions through the broker-bound session CLI.

Author trusted-local TypeScript and Python scripts that operate GJC sessions through the broker-bound CLI.

Operate trusted local GJC sessions through a reviewed broker-bound CLI allowlist with single-use human approval.

Operate GJC SDK sessions from the CLI (`gjc sdk session list|inspect|send|status|tail|close|raw` plus the explicit raw control|query|global hatch). Advisory reference: broker-bound, credential-free output; mutating verbs run only when explicitly invoked.

Goal-directed research missions that interleave web research with data experimentation and end on a structured best-effort verdict

Patterns for data loading, exploration, and statistical analysis

Best practices for designing reproducible experiments

Enforces baseline comparisons, cross-validation, interpretation, and leakage prevention for ML pipelines

Patterns for data loading, exploration, and statistical analysis

Best practices for designing reproducible experiments

Enforces baseline comparisons, cross-validation, interpretation, and leakage prevention for ML pipelines

Operate and diagnose a Gajaeway host safely before service control, channel-config changes, or lost-reply investigation.