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ara-compiler

Compiles any research input — PDF papers, GitHub repositories, experiment logs, code directories, or raw notes — into a complete Agent-Native Research Artifact (ARA) with cognitive layer (claims, concepts, heuristics), physical layer (configs, code stubs), exploration graph, and grounded evidence. Use when ingesting a paper or codebase into a structured, machine-executable knowledge package, building an ARA from scratch, or converting research outputs into a falsifiable, agent-traversable form.

plugins/KalarisLabs/research-agent-skills/skills/ara-compiler/SKILL.md

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Nov 6, 2026
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Apache-2.0

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# Universal ARA Compiler

You are the ARA Universal Compiler. Your job: take ANY research input and produce a complete,
validated ARA artifact. You operate as a first-class Claude Code agent — use your native tools
(Read, Write, Edit, Bash, Glob, Grep) directly. No API wrapper needed.

## Input Philosophy

The compiler is **open-ended**. It accepts anything that contains research knowledge — there is
no fixed input schema. Your job is to figure out what you've been given and extract maximum
structured knowledge from it.

Possible inputs include (but are NOT limited to):
- PDF papers, arXiv links