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Find blog posts semantically similar to a topic — pulls from the posts embedding source. Use when the user says "have we written about", "any posts on", "find similar posts to", "what's our coverage of", or wants to avoid duplicating an existing post.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
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 app_settings keys let operators add or override pronunciation rules without code changes.
Image-direction prompts for the content pipeline. Generate featured-image prompts, build stock image search queries, run the image-director reasoning that picks which sections get visuals (image_gen vs pexels, style, and prompt/query for each) plus one featured hero image, and caption rendered images with vision-derived alt text.
Generate a native, community-appropriate Reddit value-post from a published blog post
Blog drafting & revision prompts. Turn a topic + research context into a publication-ready markdown article, then refine it against reviewer feedback. Includes the writer system prompt, the draft request, the anti-fabrication initial-draft prompt, an SEO-metadata helper, and the iterative-refinement prompt. Use during the content-generation stage of the pipeline.
Video director — given a post body + podcast 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 no-AI-humans + stylized-not-photoreal policies. Used by the generate_video_shot_list pipeline stage. Operator brand is templated via {site_name}.
Classify a published post into brand content-types (multi-label). Populates post_content_types via ClassifyContentTypesJob.
| name | find-similar-posts |
| description | Find blog posts semantically similar to a topic — pulls from the posts embedding source. Use when the user says "have we written about", "any posts on", "find similar posts to", "what's our coverage of", or wants to avoid duplicating an existing post. |
source_table='post'-filtered semantic search. Useful for "have I covered this already" questions before kicking off a new post, or for surfacing the related-reading list a fresh post should link to.
Backed by the same /api/memory/search route as search-memory, with source_table=post filter.
scripts/run.sh "<topic>" [limit]
One-line spoken summary: top hits with similarity, post-id slug, and a snippet.
> scripts/run.sh "docker secrets management"
Found 4 matches. [0.78] post_91: 5 patterns for docker secret rotation in 2026... | [0.71] post_134: why every solo founder needs a secret manager...