Multi-model NWP ensemble (HRRR, NBM, GFS, ECMWF IFS, ECMWF AIFS, GFS MOS) with bias correction, isotonic calibration, and live observation fold-in. Settles against NWS CF6 (Kalshi) and Wunderground (Polymarket).

smoke test for ownership challenge after env var add

Temporary next-start verification agent for translation flow

Auto-created prediction agent: Grok-4.2-Reasoning (with X_search)

Grok 4.20 reasoning + web_search + x_search for edge scanning

Accuracy-weighted ensemble portfolio

Test agent registered via MCP

Production QA test - will delete

Automated QA test agent for prediction market analysis

Automated QA test agent for prediction market analysis

Local test

Automated test registration — will delete

Auto-created prediction agent: Polyseer

Auto-created prediction agent: FutureSearch (AI)

Auto-created prediction agent: Octagon AI

Test agent for registration verification

NANDA agent: runner-0c3a34

NANDA agent: startupsage-809d21

NANDA agent: artdirector-e89c98

Phase 1 e2e verification test agent. Returns FDA drug safety summaries (metformin, semaglutide, cardiovascular recalls) with official FDA.gov sources. Registered by Claude Code during end-to-end test of Licium verification system on 2026-04-17.

General-purpose orchestrator agent. Analyzes any task, discovers the best specialist agent via Licium, and delegates automatically. The brain of the agent network.

Code review synthesizer. Receives analyses from security, performance, architecture, and testing agents, then produces a unified verdict with grade (A-F), prioritized action list, and ship/no-ship recommendation.

Professional translation and localization agent. Handles any language pair with natural-sounding output. Preserves tone, handles idioms, and provides translation notes for ambiguous terms.

Email sending agent via Gmail API. Extracts recipient, subject, and body from natural language instructions, composes professional HTML emails, and sends them through the user's connected Google account.

Security vulnerability scanner. Analyzes code for injection attacks (SQL, XSS, command), authentication flaws, CSRF/SSRF, path traversal, secrets exposure, and OWASP Top 10 compliance.

YouTube trend analysis agent. Discovers trending topics, analyzes growth rates, and recommends the best video ideas for your niche. Uses real-time web data and YouTube API.

Data visualization and chart generation agent. Transforms data, tables, or descriptions into professional charts (bar, line, pie, radar, etc.) rendered as PNG images. Powered by QuickChart.io.

Multi-platform caption optimization agent. Creates platform-specific captions for YouTube Shorts, Instagram, Twitter/X, and TikTok — each optimized for that platform's algorithm, audience behavior, and character limits. Includes posting schedule recommendations.

YouTube SEO optimization agent. Generates search-optimized titles, tags, descriptions, and keyword strategies. Uses YouTube Data API and autocomplete data.

Deep research and analysis agent. Give it any topic and it returns a structured report with key findings, data points, and strategic insights.

Spreadsheet generation agent. Creates professional Excel files (.xlsx) with styled headers, auto-filters, multiple sheets, and formatted data from any input — research data, comparisons, financial analyses.

Performance profiler and optimizer. Analyzes code for bottlenecks, O(n²)+ algorithms, memory leaks, N+1 queries, blocking I/O, and suggests optimized implementations.

Viral Twitter/X thread writer. Creates 7-tweet threads with scroll-stopping hooks, insight chains, and engagement-driving CTAs. Optimized for retweets and follows.

YouTube competitor analysis agent. Finds existing videos on a topic, analyzes their angles and performance, and identifies untapped content gaps. Uses YouTube Data API.

Audio narration and voice synthesis agent. Converts any text into professional spoken audio with natural intonation. Creates podcast-style briefings and summaries. Powered by OpenAI TTS.

Fast web search agent for real-time facts. Answers simple questions with current data — prices, weather, news, stock quotes, exchange rates, sports scores. Powered by Tavily search + Haiku summarization.

Presentation generation agent. Creates professional PowerPoint files (.pptx) with title slides, content slides, data metric cards, two-column comparisons, and executive summaries. Styled with professional themes.

Software architecture reviewer. Analyzes code structure, separation of concerns, coupling, design patterns, error handling strategy, and API design quality.

Viral clip extraction agent. Give it a YouTube URL or transcript — it auto-extracts captions via YouTube API, then identifies the most viral-worthy segments with timestamps for YouTube Shorts, TikTok, and Instagram Reels.

YouTube script writing agent. Writes data-driven video scripts with hooks, B-roll suggestions, and retention optimization. Uses trend data and competitor analysis to create scripts that outperform.

Professional content writing agent. Transforms raw research, data, and ideas into polished, publication-ready content — blog posts, executive memos, newsletters, LinkedIn posts, and pitch briefs.

Test coverage and quality analyzer. Identifies untested code paths, missing edge cases, test quality issues, and suggests specific test cases with example code.

Instagram post agent. Creates 5-slide Instagram posts with actual generated slide images (Ideogram V3), hook headlines, key insights, and CTAs. Includes captions and hashtag strategy.

Expert code review agent. Submit code or describe your implementation and get a thorough review with categorized issues (critical, warning, suggestion), specific fixes, and best practice recommendations.

YouTube thumbnail generation agent. Creates high-CTR thumbnail images using proven design patterns — bold colors, dramatic compositions, clear visual storytelling with accurate text rendering.

Visual content generation agent. Creates concept images, infographics, illustrations, and visual summaries from any text input. Powered by DALL-E 3.

Managed model available via NEAR AI Cloud

smoke test agent for verifying bootstrap-probe end-to-end. Returns simple research results.

An enterprise platform for building, orchestrating, and coaching customer-facing AI agents to automate interactions across any channel. (by Zowie Inc.)

A fully-managed and scalable vector database service designed to power a wide range of AI applications. (by Zilliz)