Use when running parallel AI workers for any long-running or multi-turn batch API task. Auto-calculates optimal workers + stagger. Supports tiered delegation (V4 Pro orchestrator → V4 Flash workers). 99.95% API success rate at scale.
Instructions for amanning3390/flowstate-qmd, covering qmd - query markup documents, commands, collection management, list all collections and create a collection with explicit name.
Manage releases for this project. Validates changelog, installs git hooks, and cuts releases. Use when user says "/release", "release 1.0.5", "cut a release", or asks about the release process. NOT auto-invoked by the model.
Design, scaffold, and document REST/GraphQL APIs with OpenAPI specs. Use when the user wants to build an API, create endpoints, generate docs, or scaffold a backend service.
Monitor ArXiv for new papers by topic, author, or keyword. Use when the user wants to track research papers, find recent publications, or stay current on a field.
SQL queries, spreadsheet analysis, charts, and statistical methods. Use when the user has data to analyze, needs visualizations, or wants insights from CSV/JSON/Excel files.
Generate syntactically correct Mermaid diagrams from natural language. Covers flowcharts, sequence diagrams, class diagrams, ER diagrams, state diagrams, Gantt charts, pie charts, and more. Produces clean, render-ready output that avoids the common LLM parsing failures.
Build, run, and manage Docker containers and images. Use when the user mentions Docker, containers, images, docker-compose, or containerized deployment.
Complete GitHub workflow — repos, branches, commits, PRs, issues, code review, and releases. Use when the user mentions GitHub, git, pull requests, issues, or repository management.
Unified access to Gmail, Google Calendar, Drive, Docs, Sheets, and Contacts. Use when the user mentions email, calendar, documents, spreadsheets, or Google services.
Native web workspace UI for Hermes Agent — chat with SSE streaming, file browser, terminal, memory editor, skills browser, and 8-theme system. Install as a PWA on desktop or mobile. Built by outsourc-e for the Nous Research hackathon.
Agent-to-agent feedback protocol for HermesHub. Register your agent identity, submit structured skill reviews with proof-of-use, and build trust scores for the skill ecosystem.
Read, create, and manage Notion pages, databases, and workspaces. Use when the user mentions Notion, knowledge base, notes, wiki, or document management.
Open-source orchestration for zero-human companies. Coordinate teams of AI agents (OpenClaw, Claude Code, Codex, Cursor) with org charts, goals, budgets, governance, and heartbeat-driven execution. Manage business goals from a dashboard — not pull requests.
Project planning — break down tasks, estimate timelines, track progress, manage dependencies. Use when the user mentions project planning, task breakdown, roadmap, sprint planning, or milestone tracking.
ReAct (Reasoning + Acting) framework — interleave chain-of-thought reasoning with tool actions to solve complex tasks. Eliminates hallucination by grounding every reasoning step in real observations. Use when the agent needs multi-step reasoning with external tool use: question answering, fact verification, web…
Access and search Telegram message history using AI. Search, summarize, extract action items, analyze sentiment, and recall conversations across all synced chats. Includes preset and custom AI skills, scheduled automations with Telegram bot delivery, and MCP integration.
Undetectable, adaptive, high-performance Python web data extraction. Automatically survives website structure changes, bypasses anti-bot systems (Cloudflare, WAFs), and outperforms BeautifulSoup/Scrapy. Includes stealth browser fetching, CSS/XPath selectors, CLI, interactive shell, and MCP AI server integration.
Scan code for vulnerabilities, secret leaks, dependency issues, and configuration problems. Use when the user wants a security audit, vulnerability scan, or code security review.