Bellman

Configure OMX alerts for session events through Discord, Telegram, Slack, OpenClaw, or custom integrations. Choose notification events, adjust detail and idle intervals, and check configuration validity and delivery with the required tests.

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• Sending session completion alerts to Discord or Slack
• Receiving requests for input through Telegram
• Adjusting notification detail and idle cooldowns

Keep project decisions, debugging notes, and session discoveries in a lasting Markdown wiki. Organize pages with tags and categories, connect related notes with links, and retrieve information through keyword searches.

中文简介正在准备中。当前显示英语简介。

• Recording architecture decisions and their context
• Finding notes from earlier debugging sessions
• Saving discoveries at the end of a session

Clean up working code by identifying duplication, dead code, unnecessary layers, and error paths that hide failures. Preserve behavior with targeted tests, simplify the requested files in stages, and report verification results and remaining risks.

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• Simplify bloated or repetitive AI-generated code
• Remove unused code and unnecessary wrappers
• Review fallback paths that hide errors

View and configure status displays for Codex CLI and OMX workflows. Show the model, context usage, active modes, worker counts, and turns, with compact or detailed presets, live updates, and JSON output for scripts.

中文简介正在准备中。当前显示英语简介。

• Check active modes and worker counts
• Monitor workflow status with live updates
• Choose compact or detailed status displays

This retirement notice directs users from the removed `$ralph` command to `$ultragoal`. It explains how the replacement's single-goal workflow covers persistent progress tracking, implementation, verification evidence, and resuming work previously handled by Ralph.

中文简介正在准备中。当前显示英语简介。

• Update instructions that still reference $ralph
• Find the replacement for the retired workflow
• Check how the successor tracks and resumes work

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

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Index of trusted GJC SDK reference guides (broker, session CLI, embedding, app development). Advisory only: read these documents for background; there is no guide to execute and no workflow skill to run.

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

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

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

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Socratic deep interview with mathematical ambiguity gating before explicit execution approval

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

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Delegate planning and execution workflows to gajae-code via the coordinator MCP server.

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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.

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

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Attach/install/use clawhip as a daemon-first notification gateway runtime for OpenClaw / Clawdbot

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Patterns for data loading, exploration, and statistical analysis

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Best practices for designing reproducible experiments

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

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

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