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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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36
runtime/tools/experts/productivity/schedule_tools.py
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@ -23,6 +23,7 @@ from runtime.scheduler.recipe import (
recipe_has_playbook,
recipe_missing_fields,
resolve_ops_recipe_template,
synthesize_recipe_from_prompt,
)
from runtime.scheduler.service import run_scheduled_job_now
from runtime.scheduler.system_timezone import default_system_timezone
@ -255,18 +256,29 @@ def schedule_create_tool() -> ToolSpec:
needs_recipe = looks_like_complex_schedule_prompt(prompt_text, recipe=recipe)
if needs_recipe and not recipe_has_playbook(recipe):
missing = recipe_missing_fields(recipe) or ["goal", "steps", "success_criteria"]
return {
"ok": False,
"error": "recipe_required",
"missing_fields": missing,
"hint": (
"This looks like a complex/multi-step job. Call schedule_propose first, "
"show the draft to the user, then schedule_create with a full recipe "
"(goal + >=2 steps + success_criteria). Do not store vague prompts like "
"'继续刚才那个'."
),
}
# Prefer auto-compiling a durable recipe from a structured prompt
# (Step 1/2..., long algorithm text) over rejecting create.
synth = synthesize_recipe_from_prompt(
prompt_text,
session_id=str(args.get("session_id") or ""),
)
if recipe_has_playbook(synth):
recipe = synth
if not str((recipe.get("source") or {}).get("compiled_at") or "").strip():
recipe.setdefault("source", {})["compiled_at"] = datetime.now(timezone.utc).isoformat()
else:
missing = recipe_missing_fields(recipe) or ["goal", "steps", "success_criteria"]
return {
"ok": False,
"error": "recipe_required",
"missing_fields": missing,
"hint": (
"This looks like a complex/multi-step job. Call schedule_propose first, "
"show the draft to the user, then schedule_create with a full recipe "
"(goal + >=2 steps + success_criteria). Do not store vague prompts like "
"'继续刚才那个'."
),
}
if recipe and not recipe_has_playbook(recipe) and recipe_missing_fields(recipe):
# Explicit but incomplete recipe → reject rather than silently drop.
return {