Refine issue files with codebase-driven research to fill knowledge gaps needed for implementation
Display project statistics — phases, plans, requirements, git metrics, and timeline — from majiayu000/claude-skill-registry
Create detailed implementation plans with thorough research and iteration
Research codebase comprehensively using parallel sub-agents
Performs statistical analysis for A/B testing experiments
Skill for assisting with academic and scientific writing
Parallel-research-then-converge design workflow between two agents. Use this skill when the user wants two agents to independently think through a design problem before aligning…
Design a new repeated statistical or computational analysis script from scratch using the five-layer modular architecture: constants → data loading → atomic functions → output…
Parameterized quantum circuit (ansatz) design skill for variational algorithms
Automated audit workpaper preparation skill with PBC list management
Scaffold and run Karpathy-style autoresearch loops in any git repo. This skill should be used when setting up autonomous code improvement, generating adversarial eval har — from…
This skill should be used when the user asks to "run autoresearch", "optimize X in a loop", "set up autonomous experiments", "start autoresearch", "optimize X overnight", or…
Autonomous experiment loop: edit code, commit, run benchmark, extract metrics, keep improvements or revert, repeat forever.
Scaffold and run Karpathy-style autoresearch loops in any git repo. This skill should be used when setting up autonomous code improvement, generating adversarial eval har — from…
Manage benchmarks for algorithm engineering experiments and evaluations
This skill should be used when the user asks to "run the brains pipeline", "start the brains workflow", "plan and implement from scratch", "do an ADR", "start with brainstorming",…
Run chaos engineering experiments using Chaos Monkey, Litmus, or Gremlin
Skill for validating research against reporting checklists
Statistical rule discovery from Go codebase patterns.
Detailed procedures for finding, creating, and resuming collab sessions
The core orchestration loop that processes work items one at a time
COMSOL Multiphysics skill for continuum-scale nanomaterial and device modeling
Decision-first data analysis with statistical rigor gates.
Classical data encoding skill for quantum machine learning applications
Find and assess datasets for a research question. Dispatches Explorer agents to search across data source categories, then Explorer-Critic to stress-test each candidate.
Expert-level data science, analytics, visualization, and statistical modeling — from science/data-science-research
Expert-level data science, analytics, visualization, and statistical modeling — from majiayu000/claude-skill-registry
Deep, iterative, multi-source research that explores a topic from multiple perspectives, detects contradictions, and produces a comprehensive vault note with fact-level citations…
Skill for optimizing experimental designs using DOE principles
Draft sections of the sewage-house-prices academic paper. Handles section drafting for the Overleaf LaTeX manuscript, notation protocol, anti-hedging, and humanizer pass.
Use when wanting interactive back-and-forth discussion with the advisor's full professor persona — speech style, humor, escalating feedback, and reasoning patterns all included.
This skill covers applied microeconomic empirical methods and research design. Use when the user is selecting an identification strategy, comparing estimators, running…
Trigger with "evaluate autoresearch fit", "score this skill for karpathy loop", "is this a good autoresearch candidate", "assess autoresearch viability for", "which skills are…
Use this skill when the owner wants to write, draft, or generate gated long-form lead-generation content such as a whitepaper, guide, ebook, or research report.
Genome in a Bottle benchmark validation skill for pipeline accuracy assessment
IGV integration skill for interactive genome visualization and review
Lab Results agent for healthcare workflows.
English LaTeX academic paper assistant for existing `.tex` projects. Use this skill whenever the user wants to compile, lint, audit, or improve an English LaTeX conference or…
Chinese LaTeX thesis assistant for existing .tex degree thesis projects (XeLaTeX/LuaLaTeX/latexmk). Use this skill whenever a user works on a Chinese master's or doctoral thesis…
Use this skill for academic writing revision, referee response drafting, contribution framing, paragraph tightening, and improving the logic of manuscripts or proposals
Launch the Orchestrator to run the autonomous ML research loop — propose ideas, design experiments, implement, review, and submit training jobs.
Launch the Architect agent to collaboratively refine a research idea — explore past results, assess feasibility, and produce a polished idea.md.
Look up MATLAB / MathWorks docs by function name, mathworks.com URL, or local help-HTML path. Use in preference to WebFetch for any mathworks.com URL — WebFetch gets HTTP 403 from…
Investigate MATLAB performance problems: time hotspots, memory consumption, parallelism, call patterns.
MEGAHIT metagenomic assembly skill for reconstructing genomes from short reads
Squash-merge a winning experiment PR and update the baseline. Handles the merge, BASELINE.md update, commit, push, and branch pull.
Skill for conducting meta-analyses of research findings
Interactive research and planning (Stages 0-1) for VCV Rack module development
Nextflow workflow management skill for reproducible bioinformatics pipelines
Quantum noise modeling skill for simulation and hardware characterization
note.comのリサーチツール - 非公式API + MCP + WebSearchでゼロコストリサーチ
Molecular Hamiltonian construction skill using OpenFermion
Bootstraps a skill evaluation lab repo for an autoresearch improvement run. Trigger with "set up an eval lab", "bootstrap the eval repo", "prepare the test repo for skill…
Comprehensive multi-dimensional review of the sewage-house-prices project. Runs econometrics audit, code review, manuscript proofread, and bibliography validation in parallel.
Generate publication-quality academic illustrations through a local Codex app-server bridge that uses Codex native image generation.
ParaView visualization skill for 3D scientific data rendering and analysis
Statistical analysis of compensation for equity and regulatory compliance
Phaser 3 2D game dev: scenes, physics, tilemaps, sprites, polish.
User describes a research question — what they're trying to predict or explain, what variables are involved, and what the study design looks like — and wants a recommended…
Interactive feature brainstorming through guided discovery, web research, and codebase analysis. Helps users who have a vague idea ("I want to improve X", "what if we added…