Paperclip

Designs cloud architectures, creates migration plans, generates cost optimization recommendations, and produces disaster recovery strategies across AWS, Azure, and GCP.

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Designs chaos experiments, creates failure injection frameworks, and facilitates game day exercises for distributed systems with runbooks, experiment manifests, and rollback procedures.

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Designs REST or GraphQL APIs, creates OpenAPI specifications, and plans API architecture including resource modeling, versioning strategies, pagination patterns, and error handling standards.

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Generates Angular 17+ standalone components, configures advanced routing with lazy loading and guards, implements NgRx state management, applies RxJS patterns, and optimizes bundle performance.

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Technical debt tracking and prioritization

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Engine selection and project setup

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Scope deviation detection

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Auto-detect current development phase

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Performance profiling and analysis

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Milestone progress tracking and review

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String extraction and translation workflow

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Analyze codebase health metrics including complexity and dependencies

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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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Track DeFi protocol metrics including TVL, yields, and liquidations

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Generate changelogs from recent commits and merged PRs

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Search Semantic Scholar for academic papers on a given topic

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Unified static analysis — git history, AST symbols, project metadata

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Curate and summarize top Hacker News stories

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

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Track and report on progress toward defined goals

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Synthesize performance findings into evidence-backed recommendations and decisions

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Cross-tool AI consultation — get second opinions from Gemini CLI, Codex CLI, Claude Code, OpenCode, or Copilot CLI

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Coordinate multiple enhancement analyzers in parallel and produce unified report

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Fetch recent tweets from specific accounts via X.AI API

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