research-methodology

An end-to-end research workflow skill for turning ideas into evidence-backed, citation-supported manuscript drafts

Zettelkasten knowledge base template for Claude Code projects. Bootstrap + interactive interview.

Structured research skills and quality gates for humanities scholars using AI agents.

Deepdive skill for Claude Code — 11-phase research pipeline: plan-review gate, parallel sub-agent search with circuit breaker, claims-ledger triangulation, relevance-filtered evidence, multi-angle red team, citation verification (liveness + faithfulness), machine-checked phase completeness. 105 blocks, 29 channels, 460+ stat sources, 39 APIs.

Modular multi-model generator of controllable AI news stimuli for misinformation research - agent-based simulation seeding, red-teaming & human-perception studies. GPT-4/LLaMA/Mistral/DeepSeek, multilingual, full provenance.

Cross-platform evidence synthesis for Codex, Gemini CLI, and Claude Code, plus a full Claude-native agent and gate distribution. 11 problem-shaped skills backed by 97 sourced reasoning patterns; commit-time checks block unsourced constants. I do not know is a supported outcome.

Grading machinery for timestamped predictions that refuses to overclaim: episode dedup, explicit named baselines, binomial power math, one computed verdict. Ships with three honest-negative case studies (Wikipedia traffic, Kalshi markets, and the origin system's own core idea).

Fixing the Yes Man Curse - AI-powered research expert council

A method for keeping AI-assisted research honest: pre-registration + an independent agent that recomputes every claim from raw data. Forged on markets — 16 certified dead hypotheses. Runnable demo included.

Cross-provider blind peer review — prevents single-model bias and hallucination. Outperformed single-model baseline 15/15 criteria.

调研中国行业数据总怕 AI 编造？可验证调研工作流：GB标准/厂商规格/环评回源，全量审计。Verifiable Chinese industry research - every data point traced to its source.

A human-governed architecture for multi-agent research, evidence verification, approval gates, provenance, and hierarchical memory.

棱镜研究 (Prism Research)，一个用于 Claude Code 的深度研究 Skill。当你想系统性地摸清一个产品、公司、概念、技术或人物时，它会引导 Claude 从多个层次进行穿透式研究，最终产出一份排版精美的 HTML 报告（可打印为 PDF）。

Research-only validation framework for systematically evaluating crypto funding-based trading hypotheses through frozen out-of-sample testing, failure attribution, and evidence-driven rejection.

This repo provides an open-source decision engine (7 criteria) for evaluating tech-ethics trade-offs, from inequality risk to legacy impact. Built for quick peer adaptation and policy pilots.

Evidence-tiered auditing & preregistration methodology, packaged as a Claude skill (bilingual TR/EN).

Companion repository for the paper "Methodological Trends in Psychology Research: Analyzing Abstracts with NLP and Machine Learning." Includes code, term glossary, and workflows for clustering and text analysis.

研究员技能包 — 基于 'How to Be Good at Research' 提炼的 1 角色 + 10 可训练技能

A bounded research Manifestation of the VAKI Foundation.

Elimination, not generation — for the stage before you have a research topic. landscape charts a field's technique families and their shared blind spots; hunt kills candidates against journal databases. 找論文題目:先盤領域地形,再用文獻主動淘汰,活下來的才給你。