Agents Introspection

Analyze the user's task against prior Codex and Claude Code work in the current directory, then turn repeated agent failure modes into concrete prevention steps.

Arguments

• <task> (required): the task, decision, incident, or proposed workflow to evaluate in light of prior agent transcripts. If omitted but the current conversation clearly states a task, use that task.

Workflow

1. Define scope

1. Resolve the current project path with pwd -P.
2. Restate the task in one sentence.
3. Identify likely keywords: filenames, commands, tools, domains, errors, package names, issue IDs, and skill names.
4. Read transcript sources before touching transcript directories.

2. Discover project transcripts