Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units — from…
Use this skill for Austrian tax when a person or company crosses the Austrian border. Covers unlimited and limited tax liability for individuals (home, habitual abode, the…
Hypothesis-driven debugging skill. Use when a bug, test failure, crash, or unexpected behavior is reported. Auto-trigger on error pastes or "broken/doesn't work/failing" language.
Conversational wiki and capture-bucket routing. Fires when the user wants a place, space, or folder for notes, research, tickets, raw dumps, or knowledge capture — checks the…
Use this skill whenever asked about the Australian FBT annual cycle -- the FBT year (1 April to 31 March, not the income year), return lodgment dates (21 May self, 25 June…
Use this skill whenever asked about the Australian R&D Tax Incentive (R&DTI) -- the Division 355 tax offset for eligible research and development, who can claim (incorporated R&D…
Autonomous LLM training optimization with GPU support. Runs 5-minute training experiments, measures val_bpb, keeps improvements or reverts — repeat forever.
ALWAYS activate when user types /autoresearch, $autoresearch plan, $autoresearch debug, $autoresearch fix, $autoresearch security, $autoresearch ship, $autoresearch scenario,…
Generalised autonomous optimisation loop — soft RLVR for any artifact a user can measure. Web runtime package: uses memory in this order: connector-backed, project-pack, none.
Linear ticket state machine and workflow document conventions for Awl. Defines the Backlog → Research → Plan → In Dev → In Review → Done lifecycle, the "status update FIRST"…
Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources.
Scaffold, structure, and manage AI/ML projects that run on AzureML. Covers project initialization (uv workspaces, devcontainers, Makefile), Python packaging with explicit…
This skill should be used when the user asks to "model agent mental states", "implement BDI architecture", "create belief-desire-intention models", "transform RDF to beli — from…
This skill should be used when the user asks to "model agent mental states", "implement BDI architecture", "create belief-desire-intention models", "transform RDF to beli — from…
A structured framework for AI agents to revise a prior verdict, classification, hypothesis, or analysis when new evidence emerges — calibrated against both under-correction…
Turn a task you just finished into a small, reliable, single-purpose skill by reverse-engineering the process from the conversation you already had.
Generates complete bidirectional multi-phenotype Mendelian randomization research designs from a user-provided exposure family and outcome family.
Use this skill when working with Brain Imaging Data Structure (BIDS) datasets: organizing neuroscience and biomedical data (MRI, EEG, MEG, iEEG, PET, microscopy, NIRS, motion…
End-to-end binder design using BindCraft hallucination. Use this skill when: (1) Designing protein binders with built-in AF2 validation, (2) Running production-quality bi — from…
End-to-end binder design using BindCraft hallucination. Use this skill when: (1) Designing protein binders with built-in AF2 validation, (2) Running production-quality bi — from…
Scans the biomarker landscape of a disease area by biomarker type, clinical/research use case, evidence layer, validation status, and maturity level.
Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis.
Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis.
Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis.
Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis.
Use this skill for MolMIM, NVIDIA's BioNeMo NIM microservice for small-molecule latent-space generation and optimization.
Use this skill for OpenFold3, NVIDIA's BioNeMo NIM microservice for biomolecular structure prediction.
Generate Bizagi Modeler .bpm files (XPDL 2.2 + BPSim 1.0) from a natural-language process description.
Saint-Barthélemy annual business contribution reference researched in 2026 from the local Contributions Code, its 2024 amendment and official administrative material.
Use this skill whenever a developer wants to turn an idea into a complete, production-ready, end-to-end system plan BEFORE writing any code.
This skill should be used when the user is running blindspots testing, when a ".blindspots/" directory exists in the project, when the user mentions "blindspots", "dogfood",…
Unified Research Specialist — runs all three research phases (feature backbone, acceptance criteria, and slicer) before any downstream skill invocation.
Make sure to use this skill whenever the user mentions anything related to Danish property data, housing prices, real estate statistics, sold homes, property history, BBR — from…
Make sure to use this skill whenever the user mentions anything related to Danish real estate, property prices, housing market in Denmark, apartments or houses for sale o — from…
Structure prediction using Boltz-1/Boltz-2, an open biomolecular structure predictor. Use this skill when: (1) Predicting protein complex structures, (2) Validating desig — from…
Structure prediction using Boltz-1/Boltz-2, an open biomolecular structure predictor. Use this skill when: (1) Predicting protein complex structures, (2) Validating desig — from…
All-atom protein design using BoltzGen diffusion model. Use this skill when: (1) Need side-chain aware design from the start, (2) Designing around small molecules or liga — from…
All-atom protein design using BoltzGen diffusion model. Use this skill when: (1) Need side-chain aware design from the start, (2) Designing around small molecules or liga — from…
All-atom protein design using BoltzGen diffusion model. Use this skill when: (1) Need side-chain aware design from the start, (2) Designing around small molecules or liga — from…
Plan, orchestrate, and validate deep research for nonfiction books. Use when an author has completed book architecture and needs to fill research gaps before outlining chapters.
Predict genome-wide functional tracks (RNA-seq, CAGE, DNase, ChIP) from DNA sequence with Borzoi. Use this skill when: (1) Scoring the regulatory effect of a variant on…
Use this skill for in-depth investigation tasks — multi-source research, due diligence, technology evaluation, and evidence synthesis with citations.
This skill should be used whenever the user asks to research, look up, compare, or investigate something external to the immediate codebase — phrases like "research X", "look up…
Look up companies on PitchBook via Bright Data's pay-as-you-go Web Scraper API — pull a company's profile, founding date, HQ, headcount, industries, funding rounds, investors,…
This skill should be used when the user asks to "build a manifest", "research laws for", "ingest statutes for", "add cases for", "research and ingest", or "build manifests for" a…
Expert technical analyst specializing in chart pattern identification and statistics-based trading tactics from Thomas Bulkowski's Encyclopedia of Chart Patterns.
B&W film development chemistry expert — MUST use for any question or code task touching film development chemistry, mixing, or timing logic in this codebase.
This skill should be used when the user needs to cite, apply, or research law that bears on California civil court practice across any subject matter.
Use when the user asks to research a topic or create a multi-source research report (report workflow → Director/Manager/Researcher team writing to researches//); to build a…
Ingests an expert's answers to an L2 questionnaire in the abap_wiki knowledge base: transforms the answers (filled in the interviews/ file or given verbally) into a canonical…
A CEO advisor who challenges product decisions, prioritization, roadmap features, pivots, and strategic trade-offs.
Structure prediction using Chai-1, a foundation model for molecular structure. Use this skill when: (1) Predicting protein-protein complex structures, (2) Validating desi — from…
Structure prediction using Chai-1, a foundation model for molecular structure. Use this skill when: (1) Predicting protein-protein complex structures, (2) Validating desi — from…
Structure prediction for protein, nucleic-acid, and small-molecule complexes with the Chai-1 foundation model (Chai Discovery 2024, github.com/chaidiscovery/chai-lab).
Query ChEMBL database for bioactivity data on drug-like compounds. Use this skill when: (1) Finding compounds active against a protein target (target-based search), (2) Getting…
Maintain this specific academic website repo safely and consistently. Use this skill whenever the user asks to update, review, polish, reorganize, or extend this website,…
Performs ChIP-specific biological validation. It calculates metrics unique to protein-binding assays, such as Cross-correlation (NSC/RSC) and FRiP.
Quantum computing framework for building, simulating, optimizing, and executing quantum circuits. Use this skill when working with quantum algorithms, quantum circuit design,…
Build a TYPED citation/reference graph over an ingested corpus — not just embeddings. Flat similarity retrieval cannot tell you that document A *overrules* B, *distinguishes* C,…
Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly — from…