Paperclip Pipeline

Use this skill when a research task spans multiple AI Research Toolkit phases and needs multiple agents, explicit handoff contracts, verification evidence, and release-safe output handling.

When to Use

Use this skill for:

• Literature review projects that require search, PDF processing, analysis, writing, and knowledge-base updates.
• Multi-agent research tasks where work must be split across independent reviewers, writers, auditors, or curators.
• Release preparation tasks that must separate local debug work from public, sanitized GitHub output.
• Long-running research workflows that need checkpointing, handoff packets, and evidence-based acceptance.

Do not use this skill for:

• A single-paper quick summary.
• A one-file editing task.
• Directly connecting to a private Paperclip deployment.
• Publishing private runtime state, tokens, local paths, or account details.