Imprevista

Conductor: better goal extraction + last-message outcome signal

Goal extractor: - Pull <command-args> body when the first message is a slash command (was capturing the framework caveat instead of the user's prompt).

Goal extractor:

• Pull <command-args> body when the first message is a slash command

(was capturing the framework caveat instead of the user's prompt).

• Strip <local-command-*>, <system-reminder>, <command-name>,

<command-message> wrappers from plain prompts.

• Walk to the next user message if the current one has no real content.

Outcome:

• Surface last_assistant_message from the most recent Stop event as

last_message in /api/conductor/sessions and detail endpoint.

• Show under the goal in the table as "↳ <last words>" so the row

answers both "what was it trying to do?" and "where did it leave off?".

• Dedicated section in the detail drawer.

Backfill:

• regoal_sessions.py walks ~/.claude/projects/*/<session>.jsonl, runs

the new extractor, and overwrites session_goals.first_prompt for any session whose existing goal looks like junk. Already ran: 117 sessions updated with real prompts.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

Files Changed