Route tasks to optimal agents using learned patterns, model recommendations, and confidence scoring
Intelligent budget tracking and financial management library for AI agents - expense tracking, income management, budgets, savings goals, and LLM-powered insights
A 5-phase framework for reliable AI-to-AI task delegation, inspired by Google DeepMind's "Intelligent AI Delegation" paper (arXiv 2602.11865).
Run diagnostics for a skill on the Now Assist Admin console and get information about the status of your skill configuration.
[STUB - Not implemented] Intelligent document chunking and ingestion with multiple strategies for Vertex AI RAG Engine. PROACTIVELY activate for: [TODO: Define on implementation].
Apply Benjamin Graham's value investing framework to evaluate stocks, portfolio allocation, and investment vs. speculation decisions.
Design, deploy, and monitor a GenLayer Intelligent Oracle prediction market from any coding agent. Use when a user wants to create a settled-by-web-evidence prediction ma — from…
Design, deploy, and monitor a GenLayer Intelligent Oracle prediction market from any coding agent. Use when a user wants to create a settled-by-web-evidence prediction ma — from…
Analyzes user questions and automatically dispatches optimal agents/skills/plugins
Automatic agent selection and intelligent task routing. Analyzes user requests and automatically selects the best specialist agent(s) without requiring explicit user mentions.
Intelligent task decomposition and agent orchestration. Automatically analyzes complex tasks, breaks them into subtasks, discovers and selects appropriate skills and AI agents…
Split large texts into meaningful, AI-optimized chunks while preserving semantic coherence and document structure.
Script a multi-turn tutoring dialogue with branching responses for anticipated student difficulties. Use when designing AI tutors, chatbot interactions, or structured one-to-one…
Skripte einen Multi-Turn Tutoring Dialog mit Verzweigungen-Antworten für antizipierte SuS-Schwierigkeiten.
IntelliHR integration. Manage data, records, and automate workflows. Use when the user wants to interact with IntelliHR data.
Intelliprint integration. Manage Organizations. Use when the user wants to interact with Intelliprint data.
Automate Intelliprint tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
The method for finding the gap between what a system is supposed to do and what the code actually does — the class of bug generic scanners miss because they have no model of…
Use when processing raw MS intensity tables from long measurement sequences where you observe systematic, time-dependent changes in signal magnitude (e.g., progressive increase or…
Use when you have an MS/MS peak list and need to remove electronic noise—specifically
Use when when working with raw or filtered MsmsSpectrum objects where peak intensities span a wide dynamic range and need to be normalized for downstream spectrum comparison,…
Use when you have loaded a raw or partially processed MsmsSpectrum object and need to reduce spectral noise before annotation, matching, or visualization.
Use when you have extracted mass tracks (EICs) from multiple LC-MS samples aligned into a MassGrid structure, and you need to combine their intensity vectors into a single…
Intensivmedizin Beatmung Verlegung: prüft die einschlägigen Voraussetzungen, Dokumente, Risiken und Ausnahmen.
Turn rough ideas into iron-clad work orders through 6-step clarification protocol before building. Use when request is vague like "add a button", "make it better", "fix the…
Analyze and explain the intent behind AI tool calls. Use when you need to understand what an action will do, verify your interpretation is correct, or explain your reasoning to…
Advanced intent interpretation system that analyzes user requests using cognitive science principles and extrapolates logical volition.
Teaches agents how to publish well-structured intents for Convergent's intent graph — schema, quality criteria, and authoring patterns
Review AI-generated code by verifying acceptance criteria pass/fail status rather than reading implementation line-by-line. Triggers detailed code.
PERMANENT — se charge sur CHAQUE message utilisateur avant toute action. Classifie l'intention (question, ressenti, réflexion, idée, instruction, feu vert) avant d'agir.
ユーザーの依頼文から開発 Intent を 7 分類し、structured JSON で返す。Use when: ユーザーの依頼を受け取った直後に意図を分類したい時。「この依頼は何を求めているか判定して」「Intent を分類して」「依頼の種別を教えて」。
Use when starting any task assessed as STANDARD or COMPLEX complexity. Presents a structured intent preview showing planned branch, files, artifact types, and approach before…
HARD: durable product intent linked to code and tests (Tieline-inspired). Auto-invoke before product coding, before claiming done/shipped, when ACs drift, blast radius, "what…
Infer user intent from incomplete or vague prompts in a vibe coding session, then execute after confirmation.
Clarify user intent before executing tasks. Use when requests are vague, ambiguous, or could be interpreted multiple ways. Helps prevent wasted effort from misunderstanding.
Transform vague ideas into implementation-ready specifications through structured interviewing. Use when user describes a new feature/product idea, has a problem to solve, needs…
Set up hierarchical Intent Layer (AGENTS.md files) for codebases. Use when initializing a new project, adding context infrastructure to an existing repo, user asks to set up…
Fires before multi-step work when the user's request contains ambiguous referents ('the text', 'her Y'), characterizations of unverified entities ('the meeting is substantive'),…
Use before acting on the author's instructions — separate what they said from what they meant.
Interactive Intent approval. Review sections and mark status (locked/reviewed/draft). Use /intent-review
to review a specific file, or /intent-review to review Intent in…
Classify the information-need of a query and dispatch it to the appropriate retrieval or reasoning strategy.
Turn rough ideas into clear work orders before planning or building. Use when request is vague like "add a button", "make it better", "fix the thing".
Convert human operational intent into a Tandem mission blueprint with phased workstreams, explicit handoffs, reusable outputs, and recurrence-aware setup.
Check a markdown spec, INTENT.md, or handoff doc against a repository for lexical coverage, or map its acceptance items to explicit source and test evidence paths, using the…
Use when you need to send a message to another Claude Code agent, broadcast to all agents, or when you receive a message prefixed with [@agentName].
Use when designing or implementing communication protocols between two or more agents in a workflow
Use when after applying batch correction (e.g., via pycombat) to a multi-batch feature table, to validate whether the correction has reduced systematic intensity differences…
Configure one of 5 human-agent interaction modes (autonomous through interrogative) and implement mode-switching, approval gates, and collaborative workflows.
Design and implement microinteractions, motion design, transitions, and user feedback patterns. Use when adding polish to UI interactions, implementing loading states, or — from…
Design and implement microinteractions, motion design, transitions, and user feedback patterns. Use when adding polish to UI interactions, implementing loading states, or — from…
Measure time from user tap to action completion. Use when tracking button response times, form submissions, add-to-cart, or any tap-triggered operation.
Ask the user questions or present choices via an interactive form. Use when you need to gather preferences, clarify ambiguous instructions, get decisions on implementation…
Interactive Mermaid visualization showing faq question pattern analysis workflow
Interactive cell type annotation for IMC data. Covers napari-based annotation, marker-guided labeling, training data generation, and annotation validation.
Interactive cell type annotation for IMC data. Covers napari-based annotation, marker-guided labeling, training data generation, and annotation validation.
Gmail Commander Telegram bot with slash commands, inline keyboards, and AI routing. TRIGGERS - telegram bot, bot commands, inbox bot, email bot, start bot, stop bot, compose email…
Create interactive, guided checklists for multi-step workflows, validation processes, onboarding sequences, and complex procedures with step-by-step tracking and decision trees.
Switch from tmux/interactive Claude Code to file-based claude -p execution when interactive runs fail with upstream errors or analysis-only stalls, then verify landing from…
Build interactive, at-scale, and real-time data visualizations. Reference when choosing a rendering technology by data volume (SVG vs Canvas vs WebGL/WebGPU), selecting a 2026…
Use when you have NMR metabolomics measurements paired with pre-analytical metadata (processing delay times, centrifugation timing, sample type such as plasma vs.