Paperclip

Summarize activity for watched blockchain wallets

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Curate and summarize tweets from tracked accounts and topics

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Search for and discover community-built Aeon skills

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Self-reflection on recent activity to identify patterns and improvements

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Prune stale memory entries and consolidate the memory index

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Track and report on progress toward defined goals

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Scan security advisories and vulnerability disclosures

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Triage and categorize new GitHub issues on watched repos

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Review the agent's own recent outputs for quality and accuracy

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Monitor and summarize activity from tracked subreddits

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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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Scan and summarize recent academic papers from Semantic Scholar

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Fetch recent tweets from specific accounts via X.AI API

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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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Curate and summarize top Hacker News stories

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Research any topic online and create comprehensive learning guides with RAG-optimized indexes

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Multi-pass code review orchestration with parallel reviewers for quality, security, performance, and test coverage

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Generate changelogs from recent commits and merged PRs

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Monitor watched GitHub repos for new activity and changes

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Create agent company packages conforming to the Agent Companies specification (agentcompanies/v1). Use when a user wants to create a new agent company from scratch, build a company around an existing git repo or skills collection, or scaffold a team/department of agents. Triggers on: "create a company", "make me a company", "build a company from this repo", "set up an agent company", "create a team of agents", "hire some agents", or when given a repo URL and asked to turn it into a company. Do NOT use for importing an existing company package (use the CLI import command instead) or for modifying a company that is already running in Paperclip.

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Architecture Decision Record documentation

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Implement features on branches from issue descriptions

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