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memex-cli

@chaorenex1/coding-agent-workflow
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Execute AI-powered command-line tasks with memory, replay, and resume capabilities using memex-cli. Use when (1) Running AI backend tasks (codex, claude, gemini), (2) Replaying recorded events from JSONL files, (3) Resuming interrupted runs by run_id, (4) Executing prompts with streaming output in jsonl or text format.

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SKILL.md

name memex-cli
description Execute AI-powered command-line tasks with memory, replay, and resume capabilities using memex-cli. Use when (1) Running AI backend tasks (codex, claude, gemini), (2) Replaying recorded events from JSONL files, (3) Resuming interrupted runs by run_id, (4) Executing prompts with streaming output in jsonl or text format.

Memex CLI

A CLI wrapper for AI backends with built-in memory, replay, and resume support.

Core Commands

Run a Task

memex-cli run \
  --backend <backend> \
  --prompt "<prompt>" \
  --stream-format <format>

Parameters:

  • --backend: AI backend (codex, claude, gemini)
  • --prompt: Task prompt
  • --stream-format: Output format (jsonl or text)
  • --model: Model name (optional, for codex backend)
  • --model-provider: Model provider (optional, for codex backend)

Replay Events

memex-cli replay --events ./run.events.jsonl --format text

Replays a previously recorded run from its event log.

Resume a Run

memex-cli resume \
  --run-id <RUN_ID> \
  --backend <backend> \
  --prompt "<prompt>" \
  --stream-format <format>

Continues a previous run using its run_id.

Backend Examples

Codex

memex-cli run --backend "codex" --model "deepseek-reasoner" --model-provider "aduib_ai" --prompt "任务描述" --stream-format "jsonl"

Claude

memex-cli run --backend "claude" --prompt "任务描述" --stream-format "jsonl"

Gemini

memex-cli run --backend "gemini" --prompt "任务描述" --stream-format "jsonl"

Output

Each run generates run.events.jsonl for auditing and replay.