End-to-end applied AI/ML research pipeline. Takes a research question and dataset, runs literature review, multi-method classification/regression analysis with parallel model…
Score 80/100
End-to-end AI/ML methodology research pipeline. From research direction to publication-ready manuscript with novel architectures, training strategies, or evaluation methods.
Score 80/100
End-to-end applied statistical research pipeline. Takes a research question and dataset, runs literature review, statistical analysis with parallel method tracks, and produces a…
Score 80/100
End-to-end statistics methodology research pipeline. From research direction to publication-ready manuscript with novel estimators, theoretical proofs, simulation studies, and…
Score 80/100
EXPERIMENTAL v2: Enhanced parallel veracity audit with 12 gap fixes. Launches 20 agents per run in 5 waves (decomposition + quality gate + 3 verification waves).
Score 80/100
Get word count, character count, reading time, and text statistics. Quick analysis without questions.
Score 80/100
Performs statistical analysis for A/B testing experiments
Score 75/100
Skill for assisting with academic and scientific writing
Score 75/100
Parameterized quantum circuit (ansatz) design skill for variational algorithms
Score 75/100
Automated audit workpaper preparation skill with PBC list management
Score 75/100
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 harnesses,…
Score 75/100
Manage benchmarks for algorithm engineering experiments and evaluations
Score 75/100
Run chaos engineering experiments using Chaos Monkey, Litmus, or Gremlin
Score 75/100
Skill for validating research against reporting checklists
Score 75/100
Statistical rule discovery from Go codebase patterns.
Score 75/100
Detailed procedures for finding, creating, and resuming collab sessions
Score 75/100
The core orchestration loop that processes work items one at a time
Score 75/100
COMSOL Multiphysics skill for continuum-scale nanomaterial and device modeling
Score 75/100
Classical data encoding skill for quantum machine learning applications
Score 75/100
Expert-level data science, analytics, visualization, and statistical modeling
Score 75/100
Skill for optimizing experimental designs using DOE principles
Score 75/100
Trigger with "evaluate autoresearch fit", "score this skill for karpathy loop", "is this a good autoresearch candidate", "assess autoresearch viability for", "which skills are…
Score 75/100
Genome in a Bottle benchmark validation skill for pipeline accuracy assessment
Score 75/100
IGV integration skill for interactive genome visualization and review
Score 75/100
MEGAHIT metagenomic assembly skill for reconstructing genomes from short reads
Score 75/100
Skill for conducting meta-analyses of research findings
Score 75/100
Nextflow workflow management skill for reproducible bioinformatics pipelines
Score 75/100
Quantum noise modeling skill for simulation and hardware characterization
Score 75/100
Molecular Hamiltonian construction skill using OpenFermion
Score 75/100
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…
Score 75/100
Generate publication-quality academic illustrations through a local Codex app-server bridge that uses Codex native image generation.
Score 75/100
ParaView visualization skill for 3D scientific data rendering and analysis
Score 75/100
Statistical analysis of compensation for equity and regulatory compliance
Score 75/100
Phaser 3 2D game dev: scenes, physics, tilemaps, sprites, polish.
Score 75/100
Skill for statistical power analysis and sample size calculation
Score 75/100
Statistical power analysis and sample size determination
Score 75/100
Skill for building standardized research protocols
Score 75/100
PyMOL molecular visualization skill for structure rendering and analysis
Score 75/100
Qiskit Nature skill for quantum chemistry and materials science applications
Score 75/100
Quantum kernel computation skill for quantum machine learning
Score 75/100
Quantum resource estimation skill for algorithm feasibility analysis
Score 75/100
This skill should be used for RESEARCH.md artifact reviewer — validates that all findings cite evidence, confidence levels are justified, pitfalls are actionable, and…
Score 75/100
Robust statistical methods resistant to outliers
Score 75/100
Skill for generating publication-quality scientific figures
Score 75/100
This skill should be used for SB-orchestrated research workflow: explore → MultAI (landscape | tech-selection | competitive) → brainstorm → hand off to silver:feature or…
Score 75/100
Compare N candidate outputs (drafts, designs, code variants, research reports, ...) on a stated rubric and pick the best, with cited justification.
Score 75/100
Full state vector simulation skill for exact quantum circuit evaluation
Score 75/100
Skill for formatting statistical results according to reporting standards
Score 75/100
Skill for selecting appropriate statistical tests for analyses
Score 75/100
Design and analyze surveys for product validation and user research
Score 75/100
Use this skill when the user wants to turn a rough idea, product problem, engineering thread, or research track into the right planning surface: direct bounded work, a lightweight…
Score 75/100
Variational quantum classifier training skill with gradient optimization
Score 75/100
Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets.
Score 70/100
Universal planning for technical and non-technical projects. Domains: software implementation, business, personal, creative, academic, events.
Score 70/100
Technical research methodology with YAGNI/KISS/DRY principles. Phases: scope definition, information gathering, analysis, synthesis, recommendation.
Score 70/100
Structured reflective problem-solving methodology. Process: decompose, analyze, hypothesize, verify, revise.
Score 70/100
[00] META. Orchestrate skills into dynamic chains for complex tasks. Analyzes the task, discovers available skills, builds an optimal chain, explains why each skill is needed, and…
Score 70/100
[02] META. Create new skills when existing ones don't cover the task. Analyze unique requirements, build framework (Frame → Research → Plan → Execute), integrate risks, and…
Score 70/100
Deep web research, competitor scanning, technology evaluation, and implementation planning. Decomposes work into vertical slices, identifies parallel workstreams, tracks…
Score 70/100
Chat with web AI agents (ChatGPT, Gemini, Claude, Grok, Perplexity, NotebookLM) via browser automation.
Score 70/100