LiteratureCLI: Lightweight literature management for research agents
A local-first, machine-actionable literature layer that gives research agents persistent access to papers, metadata, full text, and bibliographic structure.
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A local-first, machine-actionable literature layer that gives research agents persistent access to papers, metadata, full text, and bibliographic structure.
/goal extention for pi coding agent /goal extention for practical usage, featuring (1) interactive clarification with user before goal proposal and (2) independent verification after goal completion.
Self-aware agent (SAA) is an agent harness that treats context as an explicit inventory of context items (containing chat history, tool results, etc.), in which agents can build its own context through folding/unfolding/removing context items.