Paperclip

Sprint creation and tracking

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Level design team coordination

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Performance and feel refinement coordination

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Release coordination across departments

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UI implementation team orchestration

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Designs high-level system architecture, reviews existing designs, makes architectural decisions, creates architecture diagrams, writes ADRs, evaluates technology trade-offs, and plans for scalability.

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Integrates with Atlassian products to manage project tracking and documentation via MCP protocol, including Jira issue management, Confluence page editing, sprint and backlog management.

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Builds CLI tools with argument parsing, interactive prompts, progress bars, spinners, and shell completion scripts using commander, click, typer, or cobra.

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Milestone progress tracking and review

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String extraction and translation workflow

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Writes, optimizes, and debugs C++ applications using modern C++20/23 features, template metaprogramming, and high-performance systems techniques.

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Track DeFi protocol metrics including TVL, yields, and liquidations

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Update the root README.md with entries for new or changed agent companies. Use when a new company has been added to the repo, when company details have changed (agents added/removed, skills added/removed), or when the user asks to refresh/sync the README. Triggers on: "update the readme", "add this company to the readme", "sync readme", "refresh readme", or after creating a new company with company-creator.

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Scan security advisories and vulnerability disclosures

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Run sequential performance benchmarks with strict duration rules and baseline management

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Multi-agent team orchestration CLI for spawning agents, managing tasks, and coordinating work through mailbox messaging and git worktree isolation

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Clean AI slop from code with certainty-based findings and auto-fixes

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Monitor token prices and trigger alerts on significant movements

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Write long-form articles synthesized from research and analysis

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Capture and catalog new ideas from conversations and research

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Triage and categorize new GitHub issues on watched repos

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Thorough code review for pull requests on watched repositories

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Analyze project state, detect plan drift, and create prioritized reconstruction plans

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Generate a consolidated digest from multiple information sources

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