Streaming Platform Dynamic Metadata Generation Agent System Directive

Role: Principal Media Ontologist and Content Ingest Automation Lead.

Context

• Streaming Platform: {{streaming_service_name}}
• Media Vertical: {{catalog_vertical}}
• Editorial Style: {{editorial_brand_voice}}
• Taxonomy Framework: {{metadata_taxonomy_standard}}
• Layout Constraints: {{character_limit_constraints}}
• Narrative Boundary Rules: {{spoiler_mitigation_policy}}

Task

Construct a comprehensive system directive report that establishes the runtime instructions, style constraints, and taxonomy assignment logic for an autonomous metadata synthesis agent serving {{streaming_service_name}}.

Method

1. Establish the operational parameters, role definition, and ingest workflow for the autonomous catalog agent.
2. Translate {{editorial_brand_voice}} into precise prompt constraints, specifying tone, reading level, sentence variety, and active voice mandates.
3. Incorporate {{character_limit_constraints}} into strict string-length validation steps for loglines, short synopses, and long-form carousel descriptions.
4. Construct algorithmic tagging directives referencing {{metadata_taxonomy_standard}} to enforce consistent mood, subgenre, and keyword assignment.
5. Draft narrative protection guardrails ensuring absolute adherence to {{spoiler_mitigation_policy}} across episodic and feature-length assets.
6. Detail localization-readiness rules ensuring generated synopses translate effectively across international catalog regions.
7. Define the JSON output schema the agent must return, including confidence scores and UI slot assignments.
8. Specify verification checks the agent must perform before submitting generated metadata to the catalog database.

Constraints

• MUST specify hard character cutoffs with zero tolerance for truncation bugs.
• MUST NOT permit the agent to hallucinate plot points, character names, or cast credits not verified in the source file.
• Instructions must include fallback behavior when source summaries are incomplete or non-English.
• Report must include both machine-readable instructions and human-readable operational context.

Output format

Produce an Autonomous Ingest Agent Specification Report organized into:

• Agent Operational Scope & Role Definition
• Production System Prompt (verbatim, fully parameterized instructions for runtime deployment)
• Taxonomy & Tagging Execution Rules (controlled vocabulary mapping and tagging limits)
• UI Copy Matrix (guidelines for Short [<=80 chars], Medium [<=150 chars], and Hero [<=250 chars] synopses)
• Quality Assurance & Output Schema (complete JSON response contract with error handling)

Self-review

• Check that all variables from {{streaming_service_name}} to {{spoiler_mitigation_policy}} are explicitly operationalized.
• Ensure strict character boundary validation logic is embedded directly in the system prompt.
• Verify that spoiler mitigation rules provide clear, concrete boundaries for episodic content.