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Synthesize playbooks from structured prompts and inject prior-run context.

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Legacy jobs with empty recipes (e.g. dying-gasp algorithms in prompt_text) now compile into durable playbooks on create/enqueue, and each run gets a short previous-run summary for continuity.

Co-authored-by: Cursor <cursoragent@cursor.com>
This commit is contained in:
oliver 2026-08-10 23:59:27 +08:00
parent 4898adf7d0
commit 51eef09801
8 changed files with 516 additions and 27 deletions
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63
tests/test_schedule_recipe.py
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@ -104,6 +104,46 @@ class RecipeHelpersTests(unittest.TestCase):
self.assertIn("工作流", scheduled_turn_system_suffix(lang="zh", playbook=True))
self.assertIn("提醒", scheduled_turn_system_suffix(lang="zh", playbook=False))
def test_synthesize_step_headers_and_previous_run(self) -> None:
from runtime.scheduler.recipe import synthesize_recipe_from_prompt
from runtime.scheduler.turn_text import append_previous_run_context
prompt = (
'Run "unmanaged by dying gasp" report.\n\n'
"CRITICAL — Follow this exact algorithm:\n\n"
"Step 1 — Query BN EMS failures:\n"
"- Query active alarms: native_probable_cause = \"BN EMS alarm NE communication failure\"\n\n"
"Step 2 — Query Remote dying gasp:\n"
"- Query active alarms: native_probable_cause LIKE \"%Remote dying gasp%\"\n\n"
"Step 3 — Join and deliver XLSX via save_deliverable_attachment.\n"
)
recipe = synthesize_recipe_from_prompt(prompt)
assert recipe is not None
self.assertTrue(recipe_has_playbook(recipe))
self.assertGreaterEqual(len(recipe["steps"]), 3)
self.assertEqual((recipe.get("source") or {}).get("compiled_from"), "prompt_text")
self.assertTrue((recipe.get("output") or {}).get("need_attachments"))
instr = build_scheduled_turn_instruction(
prompt_text=prompt,
mode="scheduled",
lang="en",
recipe=recipe,
previous_run={
"status": "success",
"finished_at": "2026-08-10T06:00:00+00:00",
"reply_text": "Found 12 candidates; 3 confirmed.",
},
)
self.assertIn("Scheduled playbook", instr)
self.assertIn("Previous run context", instr)
self.assertIn("Found 12 candidates", instr)
with_prev = append_previous_run_context(
"base",
previous_run={"status": "failed", "error": "timeout on CLI"},
lang="en",
)
self.assertIn("timeout on CLI", with_prev)
class ScheduleRecipeToolTests(unittest.TestCase):
def setUp(self) -> None:
@ -220,6 +260,29 @@ class ScheduleRecipeToolTests(unittest.TestCase):
self.assertEqual((recipe.get("source") or {}).get("template_id"), "ume_alarm_tally_daily")
self.assertIn("UME", str(job.get("prompt_text") or ""))
def test_create_auto_compiles_structured_prompt(self) -> None:
prompt = (
"Daily unmanaged dying-gasp correlation.\n\n"
"Step 1 — Query BN EMS communication failures.\n"
"Step 2 — Query remote dying gasp alarms.\n"
"Step 3 — Correlate and attach XLSX report.\n"
)
out = schedule_create_tool().handler(
{
"tenant_id": self.tenant_id,
"owner_user_id": self.user_id,
"name": "dying-gasp-daily",
"prompt_text": prompt,
"schedule_kind": "cron",
"schedule_expr": "0 14 * * *",
"lang": "en",
}
)
self.assertTrue(out.get("ok"), out)
recipe = (out.get("job") or {}).get("recipe") or {}
self.assertTrue(recipe_has_playbook(recipe))
self.assertGreaterEqual(len(recipe.get("steps") or []), 3)
def test_simple_reminder_still_works(self) -> None:
out = schedule_create_tool().handler(
{