Topic research & analysis. Turn raw web-search results or internal records into structured topic decisions: analyze search results, rank topic candidates against weighted niche goals, and distill a post angle from internal records. Use during topic discovery and ranking, before a post is written.
SEO metadata generation. Produce titles, meta descriptions, excerpts, keywords, tags, and category matches for a post. Use during the generateseometadata pipeline stage, after the draft is written.
Social-media copy generation for the content pipeline. Research current trends for a topic, draft a platform-native post, and produce char-limited promo copy for a published blog post (single-tweet + LinkedIn formats). The promo templates are vendor-agnostic — the caller supplies the character limit, so the same…
TTS pronunciation configuration. Controls how written text is normalized to natural spoken English before being passed to the Speaches/Kokoro TTS engine. Two DB-configurable appsettings keys let operators add or override pronunciation rules without code changes.
Two-pass blog writer for niche-driven content. Drafts a post from topic + angle + background context, then revises it to substitute [EXTERNALNEEDED: ...] markers with verified external facts. Use as the canonicalblog writer during content generation and revision.
General content-utility prompts — the writer-persona system prompt, content summarization, and free-form content-to-JSON conversion. Use for the writer system role, condensing content, or coercing content into structured JSON.
Video director — given a post body + narration script + target duration, produces a JSON shot list (ordered shots with per-shot source plugin, prompt/query, and duration) for the post's video. Enforces the per-niche human-subject + style policies (services/mediasubjectpolicy.py). Used by the generatevideoshotlist…
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changed 3d agoASkillSpector: pass84 tokens
originalApache-2.0
Video narration. Turn a published blog article into a spoken script: a Short (scene prompts plus a hook-first narration sized from videoshorttargetseconds) or a long-form voiceover. Use during the media-script stage of the pipeline, after a post is written.
Data-retention and memory-hygiene summarization. Compress one calendar day of source-table rows, or a cluster of older same-source memories, into a single dense paragraph. Use when bounding storage growth while preserving the gist for retrieval.
Operator-persona alert triage. Diagnose an alert plus curated database state into one short paragraph the brain dispatcher posts to the operator. Use when the firefighter service responds to a system alert.
Creative studio storytelling — writes short animated screenplays (explainers, stories, two-character dialogues, sketches) for a cast of personas, as JSON scenes of spoken lines and visible actions. An outline call plans the scenes, then one call per scene writes its beats. Used by the story.writescreenplay atom…
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