scientific-method

A portable agent skill for sharpening research questions.

Turn vague research directions into falsifiable, evidence-grounded Research Idea Briefs with a six-stage Codex workflow.

Pressure-test research claims with falsifiable evidence plans, adversarial checks, frozen verifiers, and proof ledgers.

A personal learning environment that helps you find your unknown unknowns by grilling you against the consensus research on a particular topic or question.

Improve scientific collaboration in AI-assisted research. Citation validation, claim verification, cross-file consistency.

This repository contains a solutions for the exercises in the "Math Concepts For Developers" course at SoftUni .

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.

Structured observation management for research agents

Your agents change the code, then explain why. This skill makes them bet on the result first.

A scientific-method lab notebook your AI agent drives — research as a tree of questions and falsifiable hypotheses in plain markdown, with an LLM literature wiki and a browser GUI cockpit.

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.

Scientific TDD for AI coding agents: pre-registration before data, claims audit before submission, external novelty gate, reproducibility. Claude Code + 4 platforms.

MCP server for Claude Desktop that applies Popperian falsifiability to verify claims from social media, news and blogs — with real academic sources, not opinions.

FlatEarthers unite, organise and produce. Document your proofs and help make an archive that anyone can reference at any time. We want FEU in every country, thus all languages. Lets bridge the gap between those that know Earth's measured flat & those that simply believe what they've been taught.

DISCOvery engine: the agent invents its own questions, predicts before it runs, keeps only machine-verified, reality-culled claims — self-evolving methodology, multi-agent science. Procedurally-generated contamination-free worlds make discovery an RL environment: execution-anchored rewards, SFT/GRPO-ready trajectories.

科研工作流 Claude 技能：覆盖选题、文献、方法、实验、写作、自审、Rebuttal、投稿九大阶段，支持 mentor / reviewer / mixed 三种模式（触发词含 reviewer mode、审查模式、mixed mode、混合模式），充当贴身导师与挑刺审稿人。

Scientist agent mode for AI coding agents — hypothesis-driven, evidence-based, uncertainty-aware.

ASRP (AI Scientific Research Platform) Desktop — Multi-Agent collaborative scientific research platform

Autonomous scientific-method research loop building a causal graph of validated market claims (pre-registration, walk-forward OOS, code-enforced promotion gate).

Measure-before-you-ship discipline for Claude Code — a methodology skill, an experiment-reviewer agent, and a drop-in benchmark harness