swingtrader

Render ONE single-image ad (Meta + TikTok) from a Claude-authored spec — the clean, easy-to-debug replacement for the carousel. eToro pattern: brand mark → bold headline with one accent → subhead → green-check benefits → optional proof stat → CTA button, over a branded hero (generated financial motif or a real photo). Outputs 4:5, 9:16 and 1:1 plus ad_copy.txt. Pairs with nis-trend-radar (topic → lead-magnet deep-link) and nis-ad-launch (creates the single-image PAUSED draft). Use when the user wants an "ad", "single image ad", "Meta/TikTok ad", or to advertise the product / a weekly trend. NOT a swipe carousel and NOT an organic post (that's social_publishing).

Launch rendered ads into Meta (Facebook/Instagram) Ads Manager as PAUSED, non-spending campaign drafts — the paid last mile after nis-ad-image produces the creative. Runs a one-command preflight that checks every account/permission gate, then creates one campaign → one ad set per feature → one single-image ad per feature via the Marketing API, all PAUSED (cannot spend until you flip them Active by hand). Also the measurement half: per-ad insights + reconcile Meta spend against REAL Supabase leads → cost per actual lead. Use when the user wants to "launch/run/create the Meta ads", "push the ad to Ads Manager", "create the ad drafts", or set up the feature A/B. NOT for producing the creative (that's nis-ad-image) and NOT for organic posting (that's social_publishing).

Find the single most talked-about news topic/trend of the last week — a data-backed "trend brief" that feeds downstream ad generation (nis-ad-image). Reuses the exact views the public /articles trend board reads (tag + ticker daily aggregates), buckets a current-vs-prior 7-day window, excludes generic process tags (earnings/lawsuit/…), and picks the dominant thematic story by volume × acceleration — then pulls real evidence headlines and the tickers in play. Writes output/trends/<date>/trend_brief.{json,md}. Use when the user wants "what's the trend this week", "the most talked-about topic", "a timely/newsjacking ad angle", or trend input for an ad. NOT a stock setup (nis-stock-breakdown) and NOT the ad renderer itself (nis-ad-image).

Hourly in-session breakout poster. Checks the breakout-screening agent's latest result; when NIS Momentum tickers have just CONFIRMED price+volume breakouts, it renders ONE roundup reel — a live board of all the breakouts with the single most significant one highlighted and featured — and posts it immediately to Instagram + TikTok via Zernio. Built to run on a loop (`/loop 1h`). Use when the user wants to "auto-post breakouts", "alert on breakouts every hour", "run the breakout poster", or post whatever just broke out. The breakouts are LIVE (happening now) — the whole point is speed and urgency/FOMO, not a coiled-setup watch.

Produce an Instagram-ready breakdown of a single stock from a swing-trading perspective, anchored on the NIS Momentum setup. Use this whenever the user wants to "break down", "review", "make a post about", "do a setup on", or "analyze" a stock/ticker for swing trading — even if they don't say "Instagram". Renders an annotated technical chart (candles + volume highlights + entry/stop/target levels), surfaces the fundamentals that matter, and lays out a concrete proposed trade (entry, stop, target, R:R) derived from the NIS Momentum signals, then assembles a carousel + caption. Trigger on phrases like "break down NVDA", "swing setup for $TSLA", "make a post about this stock", "what's the NIS momentum read on X", or when a ticker is shared for a trade-idea breakdown.

Produce a viral reel about a PAIR of tickers and the non-obvious relationship that makes them track each other — then how they've diverged into a mean-reversion (pairs) trade setup. Use when the user wants to "show a ticker pair", "how two stocks follow each other", "pairs trade", "cointegration / spread / z-score reel", "which stocks move together", or names two tickers and wants the relationship visualized. Pulls the relationship + stats from swingtrader.ticker_pair_stats (hedge ratio, cointegration p-value, OU half-life, live z-score) and the news-derived link type from ticker_pair_candidates_v, animates both as normalized line charts with each company's LOGO riding the right end of its line, walks the stats as the graph evolves, flags the divergence + the forming trade, and voices it like the nis-stock-breakdown reels. Always frames the relationship as something few people know. Trigger on "pairs reel for KO and PEP", "show how AMD and NVDA move together", "divergence trade on …".

Direct and produce short vertical data-reels (bar chart race videos) from the News Impact Screener data foundation, in the style of r/dataisbeautiful. Use when the user wants to "make a reel", "viral reel", "data video", "bar chart race", "animate the news trends/sentiment/clusters/tickers", produce an Instagram/TikTok/Shorts clip from the screener data, or visualize how a viral area developed over time. Claude is the creative director: it picks the story, writes the copy, and drives the Python data layer + Remotion renderer in code/analytics/services/viral_reels.

Anti-slop mobile UI design for financial screeners, trading tools, and data-dense fintech dashboards. Use this skill whenever the user needs to design or improve a mobile interface for newsimpactscreener, Hans, or any financial/trading product — including landing pages, screener cards, news feeds, market regime indicators, watchlists, or Telegram-facing web views. Triggers on phrases like "design the mobile UI", "make it accessible on mobile", "improve the screener layout", "build the frontend", "make the site look good on phone", "redesign for mobile", or any mention of the newsimpactscreener.com website. Also triggers when the user shares a screenshot or URL of a financial UI and wants it improved.

How to read the dependency network graph (deps-graph.html / deps-graph.json / ARCHITECTURE.md) to gain fast project orientation, and how to regenerate it after code changes.

High-agency frontend design engineering skill. Enforces premium UI/UX standards, kills generic AI patterns. Use when building or reviewing any UI component, page, or layout. Configurable via DESIGN_VARIANCE, MOTION_INTENSITY, VISUAL_DENSITY.

Screens r/buildinpublic and r/microsaas for threads that invite people to share or showcase projects, then drafts or posts a helpful comment mentioning https://www.newsimpactscreener.com/ with a link. Covers Reddit OAuth (read vs write), matching heuristics, rate limits, and self-promotion / spam risks. Use when the user asks about Reddit outreach, share-your-build threads, BIP, microsaas subs, or automated commenting for News Impact Screener.

Project-specific UI guardrails for SwingTrader to prevent generic AI-generated design drift. Use when editing UI, charts, layout, tokens, or component styling.

Ultra-compressed content writing style reducing word count ~75% while keeping technical accuracy exact. Use when writing cavemanBody fields in Sanity blog posts and documentation pages. Drops articles, filler, hedging. Fragments OK. Pattern: [thing] [action] [reason]. [next step].

Operates and troubleshoots Swingtrader Telegram updates, including Bot API command registration, webhook checks, `/update` queue flow, and Mac worker processing. Use when working on Telegram bot commands, `/update` delivery, webhook issues, or queued Telegram update jobs in this project.

Run a TypeScript type check after completing code edits. Use when files are created or modified in this repo, before sending the final response, to catch compile errors with npx tsc --noEmit in code/ui.