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Use when generating short-form video scripts, narration, titles, hashtags, search terms, or structured creative briefs for TikTok, Reels, Shorts, faceless videos, ads, explainers, or stock-media-driven video generation.
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Based on SOC occupation classification
Improve an agent system by holding the worker constant and testing focused changes to context, tools, instructions, authority, or proof. Use for controlled baseline/treatment comparisons, repository harness reviews, prompt or tool-routing optimization, agent reliability work, context-usage audits, and evidence-backed retain/revise/remove decisions.
Use when recalling, writing, correcting, or evolving HivemindOS typed Shared Brain Memory for durable preferences, decisions, instructions, commitments, goals, credential status, project context, lessons, artifacts, or reusable operational facts.
Operate an already-created Zero Human Company in HivemindOS through a strict highest-leverage triage order — clear setup blockers first, decide pending and expiring spend approvals, answer genuine ACTION NEEDED asks through the Work Board answer rail, park retryable infrastructure noise instead of treating it as decisions, review budgets and burn, prune duplicate standing directives, and manage launch, pause, and freeze posture with approval-count backpressure instead of a raw stop. Use whenever the user asks to operate, run, triage, check on, catch up on, unblock, review, or clean up a Zero Human Company, its alerts, notifications, Needs You queue, approvals, budgets, deliverables, or directives. Do not use for creating a new company (use create-zero-human-company) or for merely explaining Zero Human Companies.
Design, audit, or operate an ethical Apple Search Ads + RevenueCat growth loop for iOS subscription apps. Use when the user mentions Apple Ads, Apple Search Ads, ASA, AdServices, RevenueCat attribution, App Store screenshots, competitor keyword campaigns, iOS subscription paywalls, or wants to find profitable country/campaign/keyword pockets from Apple ad spend and RevenueCat exports.
Audit a local business's PUBLIC Google Business Profile against its top 3 map-pack competitors (categories, attributes, review velocity, posts, photos, services, description, NAP) using public data only, and emit a structured weak-signal report that sharpens your lead-gen pipeline's lead diagnosis and truthful cold-message personalization. Use for "GBP audit", "local SEO gap check", "map-pack visibility", "competitor GBP teardown", or enriching outbound lead scoring. Read-only — never edits any GBP.
Build an 8-week Google Business Profile posting calendar for a local business — 2-3 posts/week mixing seasonal offers, before/after showcases, neighborhood-specific updates, review highlights, team spotlights, and educational posts — with full copy for weeks 1-4 (100-150 words, one target keyword, CTA button, image shot suggestion) and outlines for weeks 5-8. Pure copy generation, no privileged data, no auto-posting. Use for "GBP posts", "Google Business Profile posting calendar", "local content calendar", "GBP updates/offers/events", or as the Bucket-B deliverable that fixes a "no posts in 90 days" signal from google-business-profile-public-audit.
| name | script-to-short |
| description | Use when generating short-form video scripts, narration, titles, hashtags, search terms, or structured creative briefs for TikTok, Reels, Shorts, faceless videos, ads, explainers, or stock-media-driven video generation. |
Turn a topic into structured short-form video inputs.
Return structured data when possible:
{
"script": "",
"search_terms": [],
"title": "",
"caption": "",
"hashtags": [],
"duration_target_seconds": 0,
"style_notes": ""
}