Performs ARA Seal Level 2 semantic epistemic review on Agent-Native Research Artifacts, scoring six dimensions (evidenc…
Part of AI Research Skills (Orchestra)Pack · 98 skills
by Orchestra-Research· ResearchUnclaimed · Yours? Claim it
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Performs ARA Seal Level 2 semantic epistemic review on Agent-Native Research Artifacts, scoring six dimensions (evidence relevance, falsifiability, scope calibration, argument coherence, exploration integrity, methodological rigor) and producing a constructive, severity-ranked report with a Strong Accept-to-Reject recommendation. Use after Level 1 structural validation passes, when an ARA needs an objective epistemic critique before publication or release.
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Runs on your machine.
Runs on your machine.
Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/22-agent-native-research-artifact/rigor-reviewer ~/.copilot/skills/ara-rigor-reviewer
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npx -y degit Orchestra-Research/AI-Research-SKILLs/22-agent-native-research-artifact/rigor-reviewer ~/.cursor/skills/ara-rigor-reviewer
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npx -y degit Orchestra-Research/AI-Research-SKILLs/22-agent-native-research-artifact/rigor-reviewer ~/.claude/skills/ara-rigor-reviewer
/plugin marketplace add Orchestra-Research/AI-Research-SKILLs /plugin install rag@ai-research-skills
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npx -y degit Orchestra-Research/AI-Research-SKILLs/22-agent-native-research-artifact/rigor-reviewer ~/.agents/skills/ara-rigor-reviewer
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Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/22-agent-native-research-artifact/rigor-reviewer ~/.gemini/skills/ara-rigor-reviewer
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npx -y degit Orchestra-Research/AI-Research-SKILLs/22-agent-native-research-artifact/rigor-reviewer .agents/skills/ara-rigor-reviewer
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npx -y degit Orchestra-Research/AI-Research-SKILLs/22-agent-native-research-artifact/rigor-reviewer ~/.openclaw/skills/ara-rigor-reviewer
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npx -y degit Orchestra-Research/AI-Research-SKILLs/22-agent-native-research-artifact/rigor-reviewer ~/.config/opencode/skills/ara-rigor-reviewer
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npx -y degit Orchestra-Research/AI-Research-SKILLs/22-agent-native-research-artifact/rigor-reviewer ~/.hermes/skills/ara-rigor-reviewer
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Khazix's everyday skills: goal briefs for long agent runs, disk cleanup, AI news, doc tidy-ups, deep research and Chinese long-form writing.
A library of AI research skills that lets your agent fine-tune, train, evaluate and serve models, and take a project from idea to paper.
A six-step competitive analysis for product managers, from the market landscape to rivals' strategic direction, ending in battle cards.
Researches tech and advanced-manufacturing investment themes by finding supply-chain bottlenecks, then ranks which companies to study first.
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Safe to install in every agent it supports. Runs in your agent, as instructions.