pre-mortem
Imagine your project has failed spectacularly—then work backward to identify why. Apply Gary Klein's \"prospective hindsight\" technique to catch failures…
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Imagine your project has failed spectacularly—then work backward to identify why. Apply Gary Klein's \"prospective hindsight\" technique to catch failures…
Shared helper that routes ALL paid media generation (FAL image/video, ElevenLabs music) through the GooseWorks proxies so every call bills the Ads agent —…
Generate 3-5 messaging variants for a value proposition, design structured A/B tests, and analyze results to determine which framing resonates most with ICP.…
Pre-flight policy check for Meta ads. Takes ad copy plus advertiser context, resolves and fetches the relevant Meta transparency-center policy pages at…
When the user wants to plan, design, or optimize pricing strategy and structure. Also use when the user mentions "pricing strategy," "pricing model," "pricing…
When the user wants to create, optimize, or structure Privacy Policy page. Also use when the user mentions "privacy policy," "privacy page," "data protection,"…
When the user wants to launch on Product Hunt, prepare a PH submission, or plan launch day (hunter, first comment, timing, upvotes). Also use when the user…
Estimate willingness-to-pay by testing 3-8 candidate price points against synthetic audience panels grounded in CRM purchase data (audience-simulator.py), Van…
Plan or audit SEO pages generated at scale from structured data — data-source quality, template uniqueness, URL patterns, internal linking, canonicals,…
A/B test content variations by quality score: create a named test, log each variant (scored via eval-runner.py on hallucination, content quality, and…
Use when a leader assigns work to a marketing team member or runs a cross-functional meeting — a task brief with concrete deliverables, a deadline with time…
Dung khi can danh gia CON NGUOI trong team marketing dua tren du lieu — KPI scorecard theo tung vai tro writer, designer, media buyer; diem manh co vi du that;…
Use when a leader evaluates a marketing TEAM MEMBER using data — a KPI scorecard by role, strengths with real examples, areas to improve stated as observable…
Use when writing Xiaohongshu post titles, creating headlines for content, improving click-through rates, or optimizing titles for search and discovery
Use when analyzing content topics on Xiaohongshu, identifying trending themes, researching audience interests, evaluating topic performance, or planning…
Use when participating in Xiaohongshu trending topics, joining hashtag challenges, engaging with platform trends, or creating content around viral conversations
Design products around price using Madhavan Ramanujam's \"Monetizing Innovation\" methodology—determine willingness to pay before you build, not after. Use…
Test willingness to pay before launching with proven pricing research methodologies. Combine Van Westendorp, Gabor-Granger, and behavioral techniques to find…
Validate that the problem you want to solve is real, painful, and worth solving before building anything. Master Cindy Alvarez's structured approach to problem…
Scrape competitor ads from Meta's Ad Library (Facebook, Instagram, Messenger, Threads, WhatsApp). Search by company name, Facebook Page URL, or keyword.…
Diagnose Meta Ads campaign performance and account gaps using Meta's actual system mechanics — including customer-journey coverage, Breakdown Effect, Learning…
Canonical short-form-ad audio mix in one FFmpeg pass. VO loudnorm + 3.0× per-clip + 2.0× mix, music 0.13 base + apad+afade, sidechain compress 20:1 @ 0.01,…
When the user wants to plan a product launch, execute launch channels, or create a launch checklist. Also use when the user mentions "product launch," "launch…
When the user wants to create, optimize, or audit a product listing or category page. Also use when the user mentions "product page," "product listing,"…
When the user wants to create SEO pages at scale using templates and data—including AI-assisted, grounded copy for per-URL differentiation (vs rigid mail-merge…
Publish a blog post to WordPress or Webflow through the connected CMS MCP with SEO metadata, categories and tags, featured image, slug optimization, and…
Prepare a complete Quarterly Business Review package from the quarter's campaign data: a performance scorecard of goals vs actuals vs benchmarks, top-3 wins…
Report content-quality trends over time from logged evaluations: weekly score trend charts, a content-type leaderboard, per-dimension performance breakdown,…
Dung khi thuong hieu DANG bi tan cong hoac campaign gay phan ung xau — phan loai 5 cap L1 den L5, quy trinh 4 gio dau, template phan hoi tung tinh huong, ai…
Use when a brand faces a communications CRISIS or a campaign is failing in public — L1 to L5 severity classification, a first-four-hours process, response…
Dung khi thue NGUOI NGOAI lam — agency, freelancer, production house, vendor: scope of work, spec deliverable, so vong sua, quy trinh duyet, moc thanh toan,…
Use when driving traffic to Xiaohongshu account from external sources, acquiring new followers beyond organic discovery, implementing multi-platform growth…
Use when needing to optimize content mix, balance traffic sources, or allocate resources between different content types to maximize overall growth and…
Use when analyzing Xiaohongshu traffic sources, understanding where views and engagement come from, optimizing traffic acquisition strategies, diagnosing…
Build products customers actually want. Apply Marty Cagan's Silicon Valley-tested framework to discover solutions that are valuable, usable, feasible, and…
Transform your go-to-market strategy using Wes Bush's PLG framework to make your product the primary driver of customer acquisition, activation, and retention…
Conduct deep account and contact research to personalize outreach and identify compelling angles for engagement
End-to-end news-triggered signal composite. Takes any piece of news — an article, LinkedIn post, tweet, announcement, event, trend, regulation, product launch,…
Scan an AgentMail inbox for newsletter signals using configurable keyword campaigns. Extracts matched keywords, context snippets, and company mentions from…
Subscribe to and scan industry newsletters for buying signals, competitor mentions, ICP pain-point language, and market shifts. Parses incoming newsletter…
When the user wants to plan PR, write a press release, or manage media relations. Also use when the user mentions "public relations," "PR," "press release,"…
When the user wants to plan or execute a rebrand—domain change, 301 redirects, migration, or announcement. Also use when the user mentions "rebranding,"…
When the user wants to create Reddit post copy, comments, or optimize for Reddit. Also use when the user mentions "Reddit post," "subreddit," "r/," "Reddit…
Set up and run keyword ranking monitoring — baseline capture, scheduled position checks against GSC and connected rank-tracker MCPs, and severity-tiered alerts…
Retrieve validated marketing learnings from the brand's compound intelligence graph for a channel, audience, objective, or freeform situation — returned as a…
Create, audit, and repair URL redirects — new 301/302 rules, chain flattening, loop breaking, broken-target fixes, and bulk migration imports — deployed…
Use when briefing or managing an EXTERNAL agency, freelancer, or production vendor — scope of work, deliverable specs, revision rounds, approval process, USD…
Chan doan be mat chuyen doi DANG CHAY nhung khong ra don — phan loai 3 truc (loai trang, muc tieu chuyen doi, nguon traffic), chan doan 7 chieu theo dung thu…
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