Bolta.loop.from Template

⚠️ DEPRECATED — V2 Migration Recommended

This is a V1 skill (template-based loops). It still works for backward compatibility.

V2 equivalent: Use bolta.job.execute with a Content Creator agent instead.

Why migrate to V2?

• Adaptive generation: Agents reason about context instead of filling templates
• Learning: Agents improve over time based on performance data
• Flexibility: Natural language instructions instead of rigid template variables
• Memory: Agents remember what works and adapt their approach

Migration path:

1. Create Content Creator agent via bolta.agent.hire
2. Create Job with natural language instructions (e.g., "Create 7 LinkedIn posts about remote work best practices")
3. Bind voice_profile_id, account_ids to the job
4. Activate job via bolta.agent.activate_job
5. Agent generates posts adaptively (not template fills)

For details, see: skills/automation-plane/DEPRECATED.md

Goal

Turn a template into a real loop with multiple posts, all routed to review.

Hard rules

• Always query workspace policy + capabilities.
• Always route to Inbox Review (pending review). Do not schedule or publish from this skill.

Steps

1. Fetch policy + capabilities.
2. Create the loop shell:
   • bolta.create_loop({workspace_id, voice_profile_id, template_id, horizon_days, cadence, account_ids})
3. For each slot in the loop horizon:
   • Choose a topic seed (rotate through provided topic_seeds; if none, derive 5–10 from template theme).
   • Render template:
     • bolta.render_template(template_id, {voice_profile_id, topic_seed, slot_index})
   • Create draft post:
     • bolta.create_post({workspace_id, voice_profile_id, account_ids, body, status: "draft", metadata: {loop_id, slot_index}})
4. Submit as a single review bundle:
   • bolta.submit_for_review({workspace_id, post_ids, note: "Loop generated from template"})

Output

Return loop_id, post_ids, review_bundle_id, final_state=pending_review.

Failure handling

• If some posts fail creation, still submit the ones that succeeded.
• Add warnings listing failed slots.