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Check departure and arrival times, delays, cancellations, and aircraft locations for a specific dated flight. When requested, monitor an upcoming booked trip and report significant operational changes while avoiding repeated alerts.

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• Confirm departure and arrival times for a booked flight
• Monitor delays, cancellations, and gate changes
• Check an aircraft's current location and recent route

Remove personal facts or preferences from Muse's active memory after reviewing and approving a cleanup plan. It checks related copies and future activity that could restore the information, then reports verified results and remaining limits.

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• Remove a personal fact from Muse's memory
• Clear an outdated preference and related copies
• Stop reminders or automation that could restore forgotten information

Add interactive features to published Artifact pages using supported runtime capabilities, features granted by the viewer environment. Build saved checklists, shared data views, connector integrations, Claude-powered interactions, and file uploads or downloads with permission-aware behavior.

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• Build polls and checklists that save changes
• Create task boards with shared data
• Display connected data on an Artifact page

Review newly added optional inputs in Remotion changes and convert internal ones into required values that accept null. Update callers and absence checks while preserving compatibility for public APIs that must remain optional.

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• Review newly added optional parameters in a PR
• Make internal React props explicitly accept null
• Preserve public API compatibility during refactoring

Design and evaluate how an AI agent remembers user preferences and history across conversations. Compare storage formats and memory frameworks, plan updates and compression, and distinguish personal memory from shared document retrieval while addressing sensitive information.

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• Design user memory that persists across conversations
• Compare storage formats, Mem0, and Memobase
• Evaluate recall and cross-conversation reasoning

Write an architecture decision record, a document explaining a team's design choice. Capture the context, rejected alternatives, and future costs so newcomers can understand the reasoning, then review the draft before saving it.

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• Recording an agreed architecture decision
• Preserving reasons for rejecting alternatives
• Explaining past design choices to new team members

Store project conventions, task outcomes, and troubleshooting lessons in a shared Hindsight Cloud memory bank. Retrieve relevant context before new work, or synthesize past experience to guide decisions and help teammates reuse what has been learned.

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• Save project coding and testing conventions
• Share failure causes, fixes, and workarounds
• Retrieve related lessons before starting a task

Save facts, decisions, preferences, and task outcomes to Hindsight long-term memory. The skill turns what was learned into short notes with context and reasons, choosing either a Bot’s own memory store or a shared store.

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• Saving a completed task’s outcome and reasoning
• Remembering a user’s stated preferences
• Recording decisions for future work

Manage Hindsight memory for coding sessions: retrieve past decisions, store documents and initiative plans, correct outdated information, and configure memory by project. It also explains automatic conversation capture and helps investigate memory configuration problems.

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• Retrieving past project decisions and conventions
• Saving external notes and initiative plans
• Correcting outdated or inaccurate memory

Document major technical choices as Architecture Decision Records, or ADRs. Capture the context, alternatives, reasons, and consequences, then organize related records and track whether decisions are proposed, accepted, retired, or replaced.

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• Recording reasons for choosing a framework or database
• Comparing design options and their trade-offs
• Sharing past decisions with new team members

Automate Amplitude tasks through Rube MCP and Composio. Send tracking events, retrieve user activity, update user properties, and manage cohorts, saved groups of users, with checks for identifiers and asynchronous update status.

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• Send page view and purchase events
• Retrieve a specific user's event history
• Update user plans and other properties

Build Android screens with Jetpack Compose using guidance on UI state, navigation, Material Design 3, and rendering performance. Includes patterns for separating screen logic from reusable components and migrating existing XML layouts.

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• Starting an Android app with Jetpack Compose
• Migrating XML layouts to Compose
• Managing loading, error, and content states

Write or revise system architecture documents, design decision records, and engineering references. Use concrete examples and clear explanations of design choices to make documents useful both to newcomers and to developers needing precise details.

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• Documenting how a subsystem works
• Rewriting design documents for new team members
• Explaining architecture decisions within the document

Add Python type hints and configure strict checking with mypy or pyright to catch type errors before execution. Covers reusable classes that preserve type information, interfaces defined by required members, and checks for possibly missing values.

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• Adding type hints to existing Python code
• Introducing strict type checks gradually
• Designing reusable classes with preserved types

Write and maintain Architecture Decision Records (ADRs), documents explaining important technical choices. Capture the context, options, decision, and consequences, then organize records and track their status so teams can revisit the reasoning.

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• Record the reasons for choosing a framework or database
• Document design options and their trade-offs
• Explain past technical decisions to new team members

Clarifies missing product or implementation decisions through one focused question at a time. It records answers and produces a short brief or specification once enough is known, while investigating facts that can be found directly.

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• Clarifying an incomplete product request
• Choosing an implementation approach
• Turning interview answers into a brief specification

Guides users through removing a stored fact with Codewhale’s Context Lens memory controls. It identifies the intended fact, explains the forget action, and distinguishes confirmed deletion from an action that has not yet completed.

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• Removing a fact from stored memory
• Finding the Context Lens forget action
• Checking whether memory deletion has completed

Retrieve earlier decisions, preferences, and saved resources from OpenViking across sessions. Store durable information, import documents or repositories, and manage deletion, with guidance on how project memory is shared between directories and repository clones.

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• Recall decisions from earlier sessions
• Save preferences and lasting decisions
• Import files, URLs, or Git repositories for later use

Analyze an existing project's folders and produce a guide explaining directory purposes, naming conventions, and file placement. Choose a tree, list, or table, and optionally include templates for adding features consistently with the project's observed structure.

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• Creating a folder guide for new team members
• Documenting naming and file placement conventions
• Preparing folder templates for new features

Shape agent collaboration around focused clarification, practical options, and small steps that can be checked. This profile emphasizes early drafts, preserving the user's intent, and turning agreed direction into concrete outputs through iteration.

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• Start with a draft and refine it together
• Clarify blockers with a focused question
• Compare practical options and tradeoffs

Use a constructive thinking partner to review assumptions, separate evidence from interpretation, and test alternative explanations. Refine conclusions and wording so claims match the available evidence and support decisions under uncertainty.

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• Checking assumptions before an important decision
• Reviewing whether evidence supports a conclusion
• Testing alternative explanations and counterexamples

Generate an .editorconfig file tailored to a project's file types and formatting preferences. Set indentation, line endings, character encoding, and whitespace rules, with a clear explanation of each choice to support consistent formatting across editors.

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• Standardize formatting across team members' editors
• Set indentation rules for different file types
• Define line ending and whitespace settings

Create step-by-step code walkthroughs tailored to readers such as new contributors, reviewers, or bug fixers. Produce CodeTour .tour files linked to verified files and line numbers, with explanations of behavior, design choices, and pitfalls.

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• Create a code walkthrough for new team members
• Guide reviewers through a PR and its risks
• Trace code involved in a bug or incident

Create an Architectural Decision Record, a document explaining a system design choice. Organize context, rationale, alternatives, benefits, drawbacks, and implementation notes in consistent Markdown that people can read and AI tools can parse.

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• Recording the reasons behind a system design choice
• Documenting rejected alternatives and trade-offs
• Sharing decision context with new team members