Evidence Grading Framework
A reusable rubric that grades every source by type, recency, authority, independence, and corroboration, then ranks them and resolves conflicts by evidence weight.
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36 skills found
A reusable rubric that grades every source by type, recency, authority, independence, and corroboration, then ranks them and resolves conflicts by evidence weight.
by Timoranjes
A skill that enables AI coding agents to maintain context across session boundaries. When a coding session reaches its token limit, this skill saves the full state — files in progress, decisions made,
by Timoranjes
Teaches AI coding agents to perform deep research and data extraction from Chinese-language web sources including Baidu, Xiaohongshu (RedNote), WeChat, Zhihu, Weibo, and Chinese government portals. Ha
An adversarial gate that audits a research brief or AI-generated answer for unsupported claims, weak or outdated sources, missing citations, and one-sided framing — returning a structured TRUST/VERIFY/REJECT verdict with the exact passage quoted and what to verify for each.
An iterative agent loop that optimizes any prompt, config, or artifact by making one change at a time, scoring it against a metric, and keeping only the winners.
First-pass screener that flags AI-generated, paper-mill, and fabricated scholarship using tortured-phrase, citation, statistical, and template detectors.
by Shandra
Improves Chinese web research with Mandarin search queries, Baidu-style research plans, Chinese source maps, compliant extraction strategies, translation-aware summaries, credibility scoring, and structured evidence reports.
by zoninmane
Deploy 6 battle-tested multi-agent orchestration patterns to eliminate agent laziness and boost output quality.
by 高紹育
Deploy a hierarchical team of AI agents to perform 15-30 minute deep-dive research with parallel execution.
by 聊言青
A multi-stage, evidence-grounded academic review agent modeled on the AAAI-26 AI Review Pilot research.
by Sir Benjamin
Verify academic citations and claims with a rigorous bullshit detection framework for AI agents.
by Erdem Arıt
Decision-grade web research: tiered sources, real citations, honest limitations. No API keys.