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feat(scheduler): workflow recipes with confirm-before-create

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Store self-contained playbook recipes on scheduled jobs, add schedule_propose draft gate, and run playbook instructions at fire time instead of only short reminders.

Co-authored-by: Cursor <cursoragent@cursor.com>
This commit is contained in:
oliver 2026-07-14 09:58:39 +08:00
parent ad5d1db3c6
commit d036190195
10 changed files with 989 additions and 49 deletions
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12
runtime/scheduler/service.py
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@ -7,6 +7,7 @@ import uuid
from datetime import datetime, timezone
from typing import Any
from runtime.scheduler.recipe import load_recipe_from_job, recipe_has_playbook
from runtime.scheduler.session_resolver import resolve_scheduled_session, resolve_scheduled_viewer_username
from runtime.scheduler.turn_text import build_scheduled_turn_instruction
from runtime.worker import ensure_worker_started
@ -76,7 +77,14 @@ def enqueue_scheduled_job_run(
agent_run_id = uuid.uuid4().hex
prompt_text = str(getattr(job, "prompt_text", "") or "").strip()
lang = str(getattr(job, "lang", "") or "zh")
user_text = build_scheduled_turn_instruction(prompt_text=prompt_text, mode=mode, lang=lang)
recipe = load_recipe_from_job(job)
playbook = recipe_has_playbook(recipe)
user_text = build_scheduled_turn_instruction(
prompt_text=prompt_text,
mode=mode,
lang=lang,
recipe=recipe if playbook else None,
)
viewer_username = resolve_scheduled_viewer_username(
store,
tenant_id=tenant_id,
@ -95,6 +103,7 @@ def enqueue_scheduled_job_run(
"lang": lang,
"text": user_text,
"prompt_text": prompt_text,
"recipe": recipe if playbook else {},
"attachments": [],
"metadata": {
"scheduled_job_id": job_id,
@ -103,6 +112,7 @@ def enqueue_scheduled_job_run(
"selected_specialist": str(getattr(job, "specialist", "") or "generalist"),
"scheduled_mode": mode,
"scheduled_proactive": True,
"scheduled_playbook": playbook,
},
"interaction_mode": str(getattr(job, "interaction_mode", "") or "expert"),
"requested_specialist": str(getattr(job, "specialist", "") or "generalist"),