Individual skill
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.
22-agent-native-research-artifact/compiler/SKILL.md
Source commit 773a52944ba4747a18bd4ae9ade53fff041adcbc
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
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- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 9, 2026
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Repository context
- Repository stars (not skill ratings)
- 14,480
- Repository last updated
- Oct 11, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai Repository topic
- ai-research Repository topic
- claude Repository topic
- claude-code Repository topic
- claude-skills Repository topic
- codex Repository topic
- gemini Repository topic
- gpt-5 Repository topic
- grpo Repository topic
- huggingface Repository topic
- ara Declared skill tag
- research-artifacts Declared skill tag
- knowledge-extraction Declared skill tag
- paper-ingestion Declared skill tag
- exploration-graph Declared skill tag
- provenance Declared skill tag
- research-tooling Declared skill tag
- epistemic-compilation Declared skill tag
- research Derived category
- productivity Derived category
- productivity-notes Derived category
Files and excerpt
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Browse files
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Read excerpt
# 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