The narrative-craft layer -- apply story structure (tension, transformation, resolution) to make any social content stick and travel. Use when someone wants...
设计与多媒体
Educational Content & How-To
试用The teach-to-grow content type -- pick a genuinely useful topic, teach ONE thing completely, structure it as a clear lesson, keep it accurate, and route it to the right format. Use when someone wants to teach their audience, make a how-to / tutorial / step-by-step / explainer / myth-buster, build authority content, or earn saves. Uses the TEACH framework. Reads brand-profile + audience-research + content-pillars first. Feeds the format writers (carousel-writer, reels-script, tiktok-script, thread-writer, caption-writer), hook-writer, the design/image tools, and lead-magnets/social-selling-and-dm; WoopSocial publishes + schedules the series. Accuracy is non-negotiable: cite sources, stay within real expertise, YMYL care, never fabricate steps or stats; measure saves/sends, not likes. Distinct from carousel-writer (the format it pairs with), reels-script/tiktok-script/thread-writer (other formats), storytelling-and-narrative (narrative vs didactic), and content-pillars (which topics).
它能做什么
The teach-to-grow content type -- pick a genuinely useful topic, teach ONE thing completely, structure it as a clear lesson, keep it accurate, and route it to the right format. Use when someone wants to teach their audience, make a how-to / tutorial / step-by-step / explainer / myth-buster, build authority content, or earn saves. Uses the TEACH framework. Reads brand-profile + audience-research + content-pillars first. Feeds the format writers (carousel-writer, reels-script, tiktok-script, thread-writer, caption-writer), hook-writer, the design/image tools, and lead-magnets/social-selling-and-dm; WoopSocial publishes + schedules the series. Accuracy is non-negotiable: cite sources, stay within real expertise, YMYL care, never fabricate steps or stats; measure saves/sends, not likes. Distinct from carousel-writer (the format it pairs with), reels-script/tiktok-script/thread-writer (other formats), storytelling-and-narrative (narrative vs didactic), and content-pillars (which topics).
技能文档
educational-content-and-how-to
The teach-to-grow content type — pick a useful topic, teach one thing completely + accurately, structure it, and route it to the right format. The agent teaches; the format writers build it; WoopSocial publishes + serializes.
The POV: teach one thing completely, accurately
Teaching is the highest-trust, highest-save authority builder — saves + sends are top-weighted 2026 signals, far above likes and educational/how-to content is the most reliable way to earn them (it's reference-worthy). The win isn't recycled generic tips — it's one genuinely useful idea, taught completely, as a flashcard, not a chapter. And the gate that separates authority from embarrassment: accuracy. Teaching wrong info destroys trust, and YMYL how-tos (health/finance/legal) can cause real harm. The angle works across formats — so the agent shapes the lesson and hands the format mechanics to the writers. Saves/sends are the metric, not likes.
Read these first
- brand-profile — expertise + voice.
- audience-research — skill level + real pain points.
- content-pillars — which themes.
The framework: TEACH
(Depth: references/the-teach-framework.md.)
- T — Target one teachable thing: one process/point/next-step; flashcard not chapter; useful + within real expertise; if it can't be taught well in one piece, split into a series.
- E — Earn trust with accuracy: be correct; cite sources; stay within expertise; YMYL → disclaimer + point to a pro; never fabricate steps/stats.
- A — Arrange the lesson: hook/cover ("is this for me?" + payoff) → context/problem → one step/idea per unit → recap → specific CTA; structure step-by-step / PAS / myth-bust / data; 8–12 units, each earns its place.
- C — Carry it to the right format: carousel (
carousel-writer) / tutorial video (reels-script/tiktok-script) / thread (thread-writer) / post (caption-writer); cover →hook-writer; visual →design-and-templates/image tools; CTA →lead-magnets-and-funnels. - H — Harvest saves + serialize: saves/sends = the top authority signal; serialize a weekly series
(
content-calendar); evergreen → repurpose across formats (content-recycling).
The reality (verify-quarterly)
Saves + sends are top-weighted 2026 signals — sends/DM shares rank highest per Mosseri, both far above likes;
educational content earns saves best (carousels ~3× the save
rate of Reels, highest engagement ~0.55% vs ~0.50%/0.41%, longest lifespan — Socialinsider/Buffer, attribute;
tutorials inherently saveable + high completion). Teach one job well ("flashcard not chapter"). Structure:
hook/cover (specific, <8–10 words) → context → one step/idea per unit → recap → specific CTA; structures
step/PAS/myth/data; 8–12 units (12–20 deep), every unit earns its place. Format spread: carousel (save king) /
tutorial video / thread / post — same lesson, route to the writer. CTAs: save / send to X / comment GUIDE (→
lead-magnets). Serialize + evergreen → repurpose; measure saves/sends, not likes. Accuracy gate: cite
sources, stay within expertise, YMYL disclaimer + extra care, never fabricate: references/educational-content- 2026-reality.md. The teaching structures, the format-spread table, the accuracy/YMYL checklist, the CTA
library, the WoopSocial flow + worked examples: references/structures-formats-and-accuracy.md.
Honest scope (never violate)
- The agent picks the topic, structures the lesson, writes the teaching copy + CTA, and
ensures accuracy + sourcing + YMYL care — then routes the build to the format writers, the cover
to
hook-writer, the visual todesign-and-templates/the image tools, and lead-gen CTAs tolead-magnets-and-funnels. - WoopSocial publishes + schedules the series. It does NOT verify accuracy, generate the asset, or teach.
- Accuracy is non-negotiable (wrong info destroys authority); cite sources; stay within expertise;
YMYL → not-professional-advice disclaimer + point to a pro; never fabricate steps/stats or pad;
saves/sends = the metric. (Scope, distinctions + connections:
references/scope-and-connections.md.)
Distinct from its siblings (route correctly)
educational-content-and-how-to (this) = the teaching ANGLE/substance (what to teach + how to structure a lesson, across formats) · carousel-writer = the carousel FORMAT (they pair — this decides the lesson, carousel-writer builds the slides) · reels-script/tiktok-script = the video format · thread-writer = the thread format · storytelling-and-narrative = narrative craft (story vs didactic) · content-pillars = which topics · hook-writer = the cover/open (pairs) · data-and-original-research = producing original data · lead-magnets-and-funnels/social-selling-and-dm = the comment-to-DM CTA.
Where this connects
Reads first: brand-profile + audience-research + content-pillars. Feeds: the format writers (the lesson → the carousel/video/thread/post), hook-writer (the cover), content-calendar (the series), design-and-templates/image-prompt (the visuals). Pairs with: data-and-original-research (teach with original data), social-seo/ai-search-optimization (how-to is highly indexable + citable in search/AI answers), lead-magnets-and-funnels (the comment-GUIDE CTA). Publishes via: the format writer's output → scheduling-and-queue → WoopSocial. Measure with: native + analytics-and-reporting on saves/sends/ completion (never fabricated). Accuracy stays with the human/expert.
Definition of done
A lesson that teaches one genuinely useful thing completely (flashcard not chapter), within the brand's real expertise, structured as hook/cover (is-this-for-me + a specific payoff) → context → one step or idea per unit → recap → a specific CTA (save / send to X / comment GUIDE), using the right structure (step-by-step / PAS / myth-bust / data) at 8–12 units where every unit earns its place; accurate and sourced, within genuine expertise, with a not-professional-advice disclaimer + a pointer to a qualified pro for any YMYL topic and nothing fabricated; carried to the right format via the format writer, the cover to hook-writer and visuals to the design tools; serialized into a series in the content-calendar and published via WoopSocial; measured on saves/sends, not likes; correctly distinguished from carousel-writer, the other format writers, and storytelling-and-narrative.
相关技能
The transformation / before-after content format — structure a credible, honest, satisfying transformation (fitness, beauty, business results, skill progress, makeovers, client glow-ups, product before/after). Use when someone wants a before/after, a transformation post, a client-results reveal, a progress/journey story, or a makeover. Most powerful format AND most abused/distrusted — honesty is the edge; FTC enforcement is live. Uses the SHIFT framework. Reads brand-profile + social-proof-and-testimonials (consent + FTC substantiation) + short-form-video-script first. Agent structures + specs; human/tool produces the real media; WoopSocial publishes. Never stages/exaggerates the before, hides aids, cherry-picks, or fabricates a result; "results not typical" alone is insufficient — disclose the actual typical result; consent + YMYL required. Distinct from social-proof-and-testimonials, short-form-video- script, infographic-and-data-viz, and storytelling-and-narrative.
Use to write a carousel — a swipeable multi-slide post (Instagram carousel, LinkedIn document/PDF carousel, or TikTok photo carousel) — one of the highest-sa...
Write short-form video scripts (TikTok/Reels/Shorts) for any audience and topic with proper hook, arc, and CTA.
Use this skill when a creator, SaaS founder, indie hacker, or product builder wants to turn raw material — product updates, user pain points, technical lesso...
Take apart a creator account and walk away with your own version of it. Bring what you can see — profile screenshots, the bio, a pasted list of recent posts with their counts, a few captions — or hand it the handle: it reads profiles and recent posts on Douyin, TikTok, Xiaohongshu, Instagram, YouTube and X, and comments on the first three. This account teardown and account diagnosis workflow reads the positioning, the audience it speaks to, the content matrix behind the grid, the hook and structure pattern its best posts repeat, and the posting cadence, then turns it into a build template for your own account: a positioning line, a bio, content pillars with formats and cadence, a viral formula, and an opening plan — finishing with your first post produced, its cover rendered and its script voiced. Use it for competitor account analysis, account benchmarking and comment analysis, for a new account or a stalled one.