AgentLoop Recall

Use this skill proactively — recall prior experience first. Before you start analyzing or implementing, make recalling prior AgentLoop experience one of your very first actions, using the local CLI at scripts/search_context.js. The CLI reads auth and endpoint configuration from recall.env; never pass tokens or secrets as CLI arguments.

Favor using this skill when the user mentions prior experience, similar cases, historical fixes, previous incidents, old runbooks, lessons learned, or asks to avoid repeating past mistakes. The request does not need to use the exact words "recall" or "experience"; phrases like "有没有类似", "以前怎么处理", "先参考过去", "少走弯路", "look up old notes", or "anything we learned before" are enough.

Current scope: only experience context is supported. memory context is reserved for a future rollout and should not be used in prompts, examples, or evals.

Prerequisites

Install Node.js 18 or later. The script uses only Node.js built-in modules and does not require npm packages.

Configure recall credentials and endpoint in ~/.agentloop/recall.env, the nearest project .agentloop/recall.env, or process environment variables. Use assets/recall.env.example as the template.

Workflow