Skills
96,981 packaged capabilities and playbooks for agents. Install any of them with one command.
Marketing & growth
The X/Twitter growth playbook for 2026. Use when someone wants to "grow on X / Twitter," "get more reach/followers/impressions on X," "an X content/posting strategy," "should I get X Premium," "how the X algorithm works," or how to use replies/quote-posts/long-form/video to grow. Conversation is the engine (replies and first-hour velocity), Premium is effectively a baseline, and links go in the first reply. Uses the SPARK framework. Reads brand-profile + voice-builder first. The agent drafts posts + reply copy; a human does the live replying/quote-posts/community engagement; WoopSocial schedules posts; metrics come from native X analytics; nothing is fabricated. Complements thread-writer (thread-format craft)
The Pinterest growth playbook for 2026. Use when someone wants to “grow on Pinterest,” “get traffic from Pinterest,” “a Pinterest strategy,” a pin cadence/board structure, or to turn blog/product content into pins. Pinterest is a visual SEARCH engine where keyword-optimized, fresh, vertical pins compound into evergreen outbound traffic — optimize for discoverability + clicks, not in-the-moment engagement. Uses the PINS framework. Reads brand-profile + voice-builder first. The agent drafts pins + the schedule; WoopSocial schedules/publishes pins; metrics come from native Pinterest Analytics; nothing is fabricated. For “Pinterest SEO” / “rank my pins” / keyword titles-descriptions route to pinterest-seo; for designing the pin image route to pinterest-pin-design. Pairs with content-recycling
The master craft of the standalone text post / microblog (LinkedIn, X/Twitter, Threads, Bluesky, Facebook text posts). Use when someone wants to write a text post, a LinkedIn post, a short written update, a microblog, or fix a post that flopped / reads as a wall of text / has a weak opening line. A text post has nowhere to hide — the words are everything, and the first ~140-210 characters (the 'see more' fold) are most of the job. Uses the LINES framework. Reads brand-profile + voice-builder + hook-writer first; pulls the 'what' from the content-angle skills. The agent writes the post; the human approves; WoopSocial publishes to supported platforms, routing specifics to linkedin-post-writer / threads-post / thread-writer. NEVER fabricates a stat/story/metric or uses engagement-bait; avoids AI-slop over-formatting. No native multi-post threads; Reddit/Mastodon are advisory-only. Distinct from caption-writer, thread-writer, and the content-angle skills (WHAT vs this HOW).
Create meme-style images, funny meme drawings, captioned photos, and lightweight social visuals with AnyCap. Use when an agent needs to turn a joke, reaction, campaign hook, quote, or screenshot into a meme image, funny doodle-style meme drawing, captioned image, or short meme-video concept. Combines AnyCap image generation and editing with deterministic local text overlay, optional video generation, and Drive or Page delivery.
The Canva craft skill — produce on-brand social graphics, carousels, quote cards, infographics, and thumbnails at scale without a designer, and escape the "Canva look." Use when someone wants to design in Canva, make social graphics, set up a Brand Kit, batch-produce graphics (Bulk Create), resize one design for every platform (Magic Resize), use Canva's AI (Magic Studio), or asks why their posts look like a template. Uses the SCALE framework. Reads brand-profile + design-and-templates + voice-builder first. The agent specs, and creates designs directly where the Canva MCP/Connect APIs are connected; the human approves every visual; the export publishes via WoopSocial. Never strips watermarks, impersonates another brand, or uses unpermitted likeness; AI-disclosure + accessibility floor apply. Distinct from design-and-templates (the brand system this executes), image-prompt + the image tools (dedicated generation), ai-image-editing (the edit router), and capcut/descript (video editing).
A curl-like CLI tool for making authenticated requests to the X (Twitter) API. Use this skill when you need to post tweets, reply, quote, search, read posts, manage followers, send DMs, send or read end-to-end encrypted XChat messages, upload media, or interact with any X API v2 endpoint. Supports multiple apps, OAuth 2.0, OAuth 1.0a, and app-only auth.
Turn user-provided data, notes, research, product facts or structured inputs into AnyCap-style blog posts, then enrich those posts with first-party evidence blocks when needed. Use when someone wants a blog, article, tutorial, learn page or SEO content draft written in the tone of the AnyCap website. Best fit when the input is data-first rather than prose-first: spreadsheets, JSON, bullet lists, notes, source URLs, benchmarks, product facts or rough research. Trigger on: write blog from data, turn notes into article, blog drafting, article production, learn page drafting, SEO article in AnyCap tone, or requests to convert structured inputs into publish-ready content.
Converts marketing copy — headlines, ads, homepage claims, pitches, positioning statements — into value-first, vivid language: reframes save-time/save-money pitches as create-more-value pitches in the currency the customer measures value, fits each claim to the right level of the customer's needs (features at your level, the promise one level up, aspirations referenced but never promised, obviated steps bragged about), keeps every claim consistent with the declared pricing strategy (More for More, More for Less, or Less for Less), and forces specificity — no generic words, no clichés, show-don't-tell, real numbers only, claims passing the Opposite Test. Works one message at a time, recording survivors in POSITIONING.md. Sharper with an ideal-customer definition and a needs stack; works without. Load when the user wants marketing copy, positioning, headlines, or a pitch rewritten, sharpened, or audited. Do NOT load to build the needs stack or define the ideal customer — upstream steps this skill consumes.
The point-of-view content type — articulate, sharpen, and argue a genuinely-held contrarian stance / hot take / opinion / thought-leadership position that builds authority and real debate. Use when someone wants a POV, a hot take, an "unpopular opinion", a contrarian angle, an opinion piece, or to stop sounding like everyone else and build thought leadership. Uses the STAND framework. Reads brand-profile + voice-builder first. The agent argues the human's OWN opinion with evidence; the human owns the stance and the live debate; WoopSocial publishes. Never manufactures a stance, controversy, or ragebait; no strawmen, punching down, or defamation; opinion stays clearly opinion and factual claims must be true. Distinct from hook-writer (the opening-line mechanic this feeds), educational-content-and-how-to (teaches a process), storytelling-and-narrative (narrative vs argument), and behind-the-scenes-and-founder (personal story vs argued position).
Applies the Bullseye Framework from Traction by Gabriel Weinberg and Justin Mares. Use when choosing growth channels, testing customer acquisition strategies, or deciding where to spend marketing effort. Covers all 19 traction channels with selection methodology, testing protocol, and phase-matched channel advice. Triggers include 'how do we get customers', 'which marketing channel should we use', 'we have a product but no users', 'our growth has stalled', 'should we do content marketing or paid ads', 'how do we test traction channels', 'what channels work at our stage'. NOT for product development (use Lean Startup), not for positioning/messaging (use Obviously Awesome), not for pricing (use Monetizing Innovation), not for enterprise sales methodology (use SPIN Selling).
Designs products around price using the 9 rules from Ramanujam and Tacke - WTP conversations, needs-based segmentation, Good/Better/Best configuration, monetization models, behavioral pricing, and price integrity. Use when designing new products, validating pricing for SaaS/B2B/B2C launches, choosing between subscription/usage/freemium models, fixing post-launch sales below plan, diagnosing failed launches as Feature Shock/Minivation/Hidden Gem/Undead, or when product teams say 'let's price it later'. Not for pure commodities or cost-plus regulated environments.
Monitor paid-ad account pacing, delivery, performance, creative fatigue, tracking, policy, and data quality across supported platforms. Use for daily or weekly checks, anomaly review, budget pacing, post-launch verification, or campaign monitoring.
Startup diagnostic router. Use FIRST when a founder doesn't know where to start, has multiple overlapping problems, or asks a vague question like 'what's wrong with my startup', 'why aren't people buying', 'what should I focus on', 'where do I even begin', 'nothing is working'. Routes to the right framework from the 15 available skills — or tells you when no framework fits and you just need to go talk to people. This is the entry point: use it before reaching for any specific skill.
Turn briefs and discovery notes into persuasive business proposals with a decision-ready narrative, phased solution, and clear investment for executives who skim first. Use when the user asks for a business proposal, project proposal, commercial offer, or client-facing pitch (not a full legal SOW). Create business proposals with AI-native design and the highest aesthetic standards, powered by the K2F format and engine. Purpose-built for AI agents, K2F lets them focus on semantic content and design intent while automatically handling layout, typography, and formatting complexity.
The OpusClip craft skill — turn long video (podcasts, webinars, interviews, streams) into publishable short clips with AI candidate-finding, honest triage, and a human-reviewed pipeline. Use when someone wants to use OpusClip, turn a podcast/webinar/VOD into shorts, understand the Virality Score, pick a plan, pull a moment from a long recording (ClipAnything moment search), or automate a clipping pipeline. Uses the CLIPS framework. Reads captions-and-clipping + the source skill + brand-profile first. The agent plans the pipeline, credit math, and QA; the HUMAN reviews every clip and approves; WoopSocial publishes the finished exports (it does not clip or edit video). Integrity spine: the Virality Score is a PREDICTION for triage, never truth; 1 credit = 1 SOURCE minute; no unreviewed auto-post pipelines; no out-of-context clips. Distinct from captions-and-clipping (general craft), descript (long-form edit), capcut (short-form polish), and the platform publishing skills.
Interrogates a user's decision, plan, pitch, positioning, target market, pricing, or still-forming idea with sharp, unsparing questions — extended when useful to hostile or even unfair framings — until the plan sharpens into defensible decisions, or the user concludes it isn't a good idea after all. Acts as the constructive devil's advocate that the user cannot be for themselves. Load when the user wants to stress-test, attack, pressure-test, find holes in, or play devil's advocate against something they're attached to; when they ask to be \"grilled,\" \"beat up,\" or told \"why I'm wrong\"; when they suspect their plan contains wishful thinking, fluffy language, or an unnamed elephant in the room; or when they need to convert vague aspirations into real strategic decisions (with consequences accepted). Do NOT load for ordinary code review, prose editing, or general feedback requests without an adversarial frame.
The participation content format — polls, quizzes, Q&A / scoped AMAs, this-or-that, emoji sliders, question boxes, caption-this, Add-Yours, and challenges. Use when someone wants interactive posts, Story stickers, a poll/quiz/AMA, a challenge or contest, or to turn passive scrollers into participants. Low-friction taps are high-value algorithmic signals, and every interaction doubles as audience research. Uses the REACT framework. Reads brand-profile + audience-research + voice-builder first. The agent designs the mechanic, questions, copy, and the close-the-loop plan; the HUMAN adds native interactive elements in-app — stickers and live AMAs are NATIVE-ONLY (WoopSocial cannot attach stickers or read results); WoopSocial publishes the feed-post versions. NEVER fabricates or rigs results or fakes participation; consent before sharing anyone's answer. Distinct from community-management, reply-and-comment-writer, livestream-and-realtime, and ugc-and-influencer.
Scores whether a business idea can become a viable business, walking the path from 'The Problem' to 'Viable Business Model': one specific target market is Fermi-scored on seven multiplying criteria (Plausible, Self-Aware, Lucrative, Liquid, Eager ×2, Enduring), every optimistic number is challenged unless evidence backs it, and when the verdict is bad, narrower niches are re-scored side by side. Load when the user asks whether their startup or product idea is viable, whether a market really exists for what they want to build, why a product that solves a real problem isn't selling, which of several target markets to pursue, whether to persevere or give up on a product, or says 'score my idea.' Do NOT load for general devil's-advocate stress-testing of plans or pitches without the viability question, for building a full ideal-customer profile, for writing customer-interview questions, or for execution problems like funnel optimization, hiring, or fundraising.
This skill should be used when the user asks to "quote a motion project", "estimate this animation job", "how much should I charge for this video", "what's my day rate", "build a quote", "price a 30-second explainer", or "is this estimate fair". It explains motion-design pricing models, the day-rate math, the cost drivers, and outputs a line-itemed quote with a worked example.
When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' or 'copy sweep.' This skill provides a systematic approach to editing marketing copy through multiple focused passes.
Applies Steve Blank's Customer Development methodology from The Four Steps to the Epiphany. Use when a startup is searching for customers and a business model before scaling. Covers Customer Discovery, Customer Validation, Customer Creation, and Company Building. Triggers include 'we built it but no one's buying', 'should we hire salespeople yet', 'how do we find our first customers', 'we're burning cash and sales aren't scaling', 'are we in a new or existing market', 'when do we scale'. NOT for companies that have already crossed the chasm into mainstream (use Crossing the Chasm instead), not for optimizing an existing sales funnel, not for product development methodology (this is its companion, not replacement).
The AI avatar / talking-head mini-skill (HeyGen). Use when someone wants an "AI avatar video," "talking-head video," "digital twin / clone of myself on camera," "faceless presenter video," "spokesperson video," or to "translate/localize a video into many languages with lip-sync." The creator/social avatar lane; enterprise L&D/training/SCORM avatar work routes to synthesia, and a real human on camera (founder/trust content) routes to talking-head-and-piece-to-camera. Scripts and sets up the video; HeyGen renders; the human reviews/edits; WoopSocial schedules/ publishes. Sits below the ai-video router, sibling to veo-3. Consented avatars only; AI disclosure mandatory.
Frameworks from Kim & Mauborgne for creating uncontested market space and making competition irrelevant. Use when reframing competitive strategy, escaping commoditization, designing a new category, or applying Strategy Canvas, ERRC, Six Paths, Three Tiers of Noncustomers, Buyer Utility Map, or Strategic Sequence. Includes selection-bias caveats and inline decline notes for iconic cases that later collapsed.
The original-research / data-study content type — turn proprietary data, a survey, a public-dataset analysis, or an experiment into the most linkable and AI-citable asset you can publish. Use when someone wants to build authority with original data, run a "state of X" survey or industry study, turn proprietary/customer data into a publishable stat, or get cited by journalists and AI search (GEO). Uses the PROVE framework. Reads brand-profile + audience-research first. The agent designs the study (question, method, analysis plan) and frames the findings (headline stat, report, social cuts); the human/tool gathers the real data; WoopSocial publishes the finished cuts. Feeds ai-search-optimization + social-seo, the format writers, and infographic-and-data-viz. NEVER fabricates data, stats, or methodology; discloses method + limits. Distinct from educational-content-and-how-to (existing knowledge), analytics-and-reporting (internal performance), competitor-analysis, and trend-jacking.
Review marketing copy for claims that need substantiation, reframing, or cutting. Use when the user says "review this marketing copy", "check these claims", "can we say this", "is this puffery or a problem", or pastes marketing content (landing pages, emails, ads, taglines).
Add X (Twitter) testimonials to the bklit homepage. Fetches username, avatar, and tweet text from a status URL and appends an entry to apps/web/lib/testimonials.ts. Use when the user shares an x.com/twitter.com tweet URL to add or replace a testimonial.
Advisory-only guidance for showing up credibly on Reddit so your brand is accurately represented in the source layer AI engines cite most. Use when someone asks to "do Reddit marketing," "post on Reddit," "which subreddits should we be in," "get cited on Reddit," "respond to a subreddit thread," "why does AI cite Reddit about us," "fix what Reddit says about our brand," or "my Reddit post got removed / account got banned." WoopSocial does NOT support Reddit — this skill drafts; the human posts as themselves. Never automates, never uses alts or vote manipulation. Pairs with ai-search-optimization.
Applies the SUCCESs Framework from Made to Stick by Chip Heath and Dan Heath. Use when crafting messages that need to be remembered, writing pitches, creating presentations, designing training materials, telling stories that drive action, or diagnosing why a message isn't landing. The six principles (Simple, Unexpected, Concrete, Credible, Emotional, Stories) diagnose and fix communication failures. Triggers include 'how do I make this memorable', 'my pitch isn't landing', 'people forget what we told them', 'how do I tell a better story', 'our training materials are boring', 'how do I present data compellingly', 'nobody remembers our message', 'how do I get people to care about this', 'my writing is too abstract'. NOT for channel selection (use Traction), not for brand messaging structure (use StoryBrand), not for positioning (use Obviously Awesome).
Email and newsletter strategy for creators and brands — the owned-audience layer that social feeds. Use when someone wants to "start/grow a newsletter," "build an email list," "turn followers into subscribers," "should I use Substack/beehiiv/LinkedIn," "repurpose my newsletter into social (or vice versa)," or build the audience layer social can't take away. Runs email (habit) + a web archive (discovery) off the same work and loops content social<->email. Uses the INBOX framework. Reads brand-profile + voice-builder + content-pillars first. WoopSocial does NOT send email — the agent strategizes and drafts, the ESP is external and human-run, WoopSocial publishes only the social side; metrics come from the ESP + GA4, never fabricated; consent + unsubscribe required. Distinct from link-in-bio-and-traffic (capture), cross-platform-repurposing (same-moment), and lead-magnets-and-funnels (the magnet).
Use when the user wants to inspect or change the state of products in App Store Connect, Google Play Console, RC Billing, or Test Store (prices, availability, localizations, review screenshots) via RevenueCat product-store-state plans
Use to get a brand and its content cited and recommended by AI answer engines—the GEO (Generative Engine Optimization) / AI-search-visibility skill. Run when the user says “GEO,” “get cited by ChatGPT/Perplexity/Google AI,” “ChatGPT SEO,” “LLM SEO / LLMO,” “AI Overviews,” “answer engine optimization (AEO),” “will AI recommend my brand,” or wants to appear in AI-generated answers, not just the feed or Google links. Reads brand-profile and audience first. AI engines retrieve and fan out, and cite community/social sources heavily (Reddit, YouTube, Wikipedia); platforms disagree; earned media beats product pages; extractable, fresh content drives citation. Covers the four GEO levers (retrievability, earned mentions, extractable content, entity clarity), authentic social plays, and the manual prompt-audit method. Refuses astroturfing; never fabricates “share of voice.” Sibling of social-seo (platform + Google search). Judges via the audit + GEO tools + AI referral traffic
The live + realtime-format skill -- plan, promote, run, and repurpose livestreams and realtime moments (IG Live, TikTok LIVE, YouTube Live, LinkedIn Live, X, live shopping). Use when someone wants to plan a livestream, go live, run a live Q&A/AMA, do live shopping, or repurpose a live recording. Live is the "human premium," but the value is the event around it: promo before, engagement during, repurposing after. Uses the STAGE framework. Reads brand-profile + the live's goal first. The agent plans the live (platform + run-of-show), writes + schedules the pre-live promo, advises the live playbook (the human broadcasts natively), and plans the repurposing (recording -> clips). WoopSocial schedules the promo and publishes the repurposed clips; it does NOT broadcast, moderate in realtime, or run live shopping. Never fabricates viewer numbers. Distinct from community-management (native live moderation), campaign-and-launch-planning, and captions-and-clipping (the clip craft it routes to).
Builds a customer Needs Stack — the ladder in which every need is a means to the end one level up (buy infrastructure → set up a WordPress site → have a personal website → get a book deal). Anchors the level the user's product satisfies, phrased as the customer's own goal in the customer's own words, then walks downward (the steps the product makes obsolete) and upward (what the customer really wants), crystallizing every level — specific wording, a true means-to-an-end link, named real-world occupants — before moving on. Records the stack in NEEDS-STACK.md with the user's level marked and each level's positioning role: what you do, promise, reference as aspiration, or brag about obviating. Load when the user asks what their customer really wants, what level their product operates at, who their real alternatives (not just competitors) are, or to 'build our needs stack.' Do NOT load to rewrite marketing copy from a finished stack — that is a separate positioning task that consumes this file.
Expert community-led growth and community management guidance. Use when building developer communities, Discord/Slack communities, online communities, managing community platforms, designing member onboarding, creating engagement programs, running ambassador programs, measuring community health, setting up moderation systems, or implementing DevRel strategies. Use for community-led growth, member activation, user-generated content programs, and community governance.
The list/roundup content type — design honestly curated, scannable, AI-citable listicles (“7 ways to X”, “best tools for Y”) and expert / product / link roundups. Use when someone wants a listicle, a “best of” or “top N” list, a ranked recommendation list, an expert roundup, a product/affiliate roundup, or a curated resource list. Ranked “best-of” lists are among the most-cited formats in AI search. Uses the RANKS framework. Reads brand-profile + audience-research first. The agent designs the list and frames the cuts; for roundups it drafts the contributor ask; the human secures real contributor quotes/consent and verifies product facts; WoopSocial publishes the cuts. Feeds the format writers and ai-search-optimization + social-seo. NEVER fabricates items, quotes, or rankings, or pads to a number; discloses affiliate/own-product. Distinct from carousel-writer/thread-writer, educational-content-and-how-to, data-and-original-research, and competitor-analysis.
Create engaging, authentic LinkedIn posts like a Top Voice. Use this skill when asked to write LinkedIn content, social media posts for LinkedIn, professional thought leadership content, or help with LinkedIn engagement strategy. Triggers include requests for LinkedIn posts, professional social content, thought leadership pieces, or viral/engaging LinkedIn content.
Applies Geoffrey Moore's chasm-crossing strategy for B2B tech products moving from visionary early adopters to the pragmatist mainstream. Use when a product has early traction but stalls before mainstream adoption, when planning a beachhead or niche strategy, when designing whole-product offerings, when positioning against established competitors, or when scaling from innovator usage to industry standard. Triggers include 'stuck between early adopters and mainstream', 'we need a beachhead', 'pragmatist customers won't buy', 'how do we go from 10 to 1000 customers'. Not for PLG/freemium SaaS (Slack, Notion, Cursor), pure consumer apps, two-sided marketplaces, or AI-native products with bottoms-up viral adoption — their dynamics break the visionary-to-pragmatist sequence.
Create portfolio- or client-ready case studies from project notes, resume bullets, or outcome data—with a credible narrative arc, process evidence, quantified impact, and visual storytelling intent. Use when the user asks for a case study, portfolio piece, project writeup, work sample, or client success story. Create case studies with AI-native design and the highest aesthetic standards, powered by the K2F format and engine. Purpose-built for AI agents, K2F lets them focus on semantic content and design intent while automatically handling layout, typography, and formatting complexity.
Find the reels that are working right now in the user's niche, rank them by how much each outperformed its own account, name the hook formula each used, and turn that into a swipe file they can shoot from. Use when the user says “find viral videos,” “what's working right now,” “what are people posting in my niche,” “reverse engineer this account,” “build me a swipe file,” “why is this reel doing numbers,” or asks what to make next without evidence to guide the answer.
Implements Next.js crawlability, metadata, canonicals, status codes, JSON-LD, hreflang, and crawler policy with served-page evidence. Use when asked to "fix SEO", "add a sitemap", "fix soft 404s", or "add llms.txt". For demand research, briefs, or Search Console monitoring use seo-program.
Facilitates the final step of a proven ideal-customer (ICP) method: synthesizing the working files — strengths and weaknesses, honed keystones, deal-breakers, and inciting events — into CAROL.md, the crisp definition of the ideal customer. The definition leads the file, behavioral and attitudinal, never demographic unless genuinely determinative; every marker must clear the bar that Marketing can target it, Sales can qualify against it, and Product can build features to thrill it. Brief reference sections on keystones, deal-breakers, and inciting events follow, because positioning, marketing, and feature work consume them. When keystone segments diverge, the skill forces the choice of a primary rather than averaging. Load when the user has the working files and says 'define our Carol,' 'write our ideal customer profile,' or 'who is our ICP.' Do NOT load to produce the upstream files (observations through inciting events), or to write the positioning, ads, or feature plans that start FROM this definition.
Facilitates the first step of a proven ideal-customer (ICP) method: gathering raw, honest, specific observations about what a company and product actually are — before any judgment about strengths or weaknesses. Walks the user through twelve unsparing question categories (what customers praise, the complaint with no defense, what separates your most profitable customers, and more) — or processes a team's write-storm notes one observation at a time — and records the results in OBSERVATIONS.md (numbered O1, O2, …), vivid and unevaluated. For a company operating online, it first scans public reviews and press into an External Research section that seeds it. Load when the user wants to figure out their ideal customer, take an honest look at their company, run a strengths-and-weaknesses exercise from scratch, or says 'who is our Carol' or 'what are we actually good at.' Do NOT load to classify observations into strengths and weaknesses (the next step), or for personal self-reflection unrelated to a company.
Design social media assets with Efecto — Instagram posts, carousels, stories, YouTube thumbnails, TikTok covers, Twitter/X images, LinkedIn slides, Pinterest pins, and Facebook graphics. Use when asked to "design a post", "create a carousel", "make a thumbnail", "design social media", or any social content task. Requires Efecto MCP server.
The FLUX craft skill (Black Forest Labs) — generate and edit on-brand images with the right variant and license. Use when someone wants to generate images with FLUX/FLUX.2/Kontext, edit a generated image, keep a character or product consistent across a campaign, render legible text in images, get brand-exact colors, pick between FLUX variants, or asks if their FLUX use is commercially licensed. Uses the PIXEL framework. Reads image-prompt + brand-profile + design-and-templates first. The agent writes prompts/edit instructions and can call the API where connected; the HUMAN judges every image; WoopSocial publishes. License spine: [dev] outputs are commercial-OK but self-hosting for a commercial service needs a paid BFL tier; Apache-2.0 paths are [schnell]/[klein] 4B. Never use unpermitted likeness, clone trade dress, strip provenance, or invent stats. Distinct from image-prompt, ideogram/nano-banana/Midjourney (sibling tools), ai-image-editing (the edit router this feeds), and canva.
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.