Guides experiment analytics configuration: exposure criteria, metric types, metric setup, and interpreting results.
HogQL query examples and reference material for PostHog data. Read when writing SQL queries to find patterns for analytics (trends, funnels, retention, lifecycle, paths,…
Drafts U.S. Contract Disputes Act (CDA) certified claims for federal government contracts, covering FAR Part 33 compliance, entitlement/quantum sections, certification language,…
Extract conversation skeleton or error signals from a single session file at a given path. Invoked by session-research agents after they have selected which sessions to deep-dive…
Discover session files for a repo across Claude Code, Codex, and Cursor, and extract session metadata (timestamps, branch, cwd, size, platform).
Search Slack for interpreted organizational context -- decisions, constraints, and discussion arcs that shape the current task.
Use when targeting Cell (Cell Press) or deciding whether a cell/molecular-biology manuscript fits this flagship venue.
Use first, before any writing, to stress-test whether a study clears Cell's bar — a complete, mechanistic, hypothesis-driven story with converging evidence.
Guidance for cell-free protein synthesis (CFPS) optimization. Use when: (1) Planning CFPS experiments, (2) Troubleshooting low yield or aggregation, (3) Optimizing DNA template…
Use to build Cell's mandatory STAR Methods — the Key Resources Table, the three Resource Availability subsections, Experimental Model and Subject Details, Method Details, and…
Use when targeting Cell Stem Cell or deciding whether a stem-cell or regenerative-biology manuscript fits this Cell Press venue.
#1 on DeepResearch Bench (Feb 2026). Any-to-Any AI for agents. Combines deep reasoning with all modalities through sophisticated multi-agent orchestration.
Get institutional-grade CEO performance analytics for S&P 500 companies. Proprietary scores: CEORaterScore (composite), AlphaScore (market outperformance), RevenueCAGRScore…
Use when the identification strategy is the bottleneck for a 《经济学(季刊)》 (China Economic Quarterly, CEQ) manuscript — either a structural model with credible parameters, or a clean…
Use when scrutinizing statistical inference for a 《经济学(季刊)》 (China Economic Quarterly, CEQ) manuscript — choosing and justifying the clustering level, handling weak instruments…
Use when positioning a 《经济学(季刊)》 (China Economic Quarterly, CEQ) manuscript's contribution against the literature — benchmarking the precise method/result delta versus specific…
Use when shaping or sharpening a 《经济学(季刊)》 (China Economic Quarterly, CEQ) research question — turning data/correlation into a clean causal, model-able, internationally-legible…
Use when the user asks to research, look up, investigate, find information, or learn about any topic. Use this INSTEAD of WebSearch or WebFetch for general research questions.
Quick Q&A about codebase — explores code to answer, saves to docs/memory. Use when the user asks a focused question about the project — e.g.
In-depth research on a topic with web search and structured output. Use when the user wants deep research before building — e.g.
Systematic 4-phase debugging — root cause investigation, hypothesis testing, regression-guarded fix, mandatory bug doc.
Decides how to preprocess plasma cfDNA sequencing data so the recoverable signal survives - library-prep-aware fragment expectations (dsDNA vs ssDNA/adaptase prep), UMI/duplex…
Use when the empirical identification strategy is the bottleneck for a Journal-of-Finance-and-Economics manuscript — quasi-experimental designs (DID incl.
Use when drafting or revising the literature-review section for a Journal-of-Finance-and-Economics manuscript, when the Chinese / English reference balance is off, or when…
Conference proposal & paper-submission orchestrator. Bootstraps a new submission project at ~/cfp// with full discipline (beads, CLAUDE.md, refs/, research/), runs the…
Academic paper writing skill for 3D vision, computer graphics, CAD, and 3D understanding. Covers NeRF, 3DGS, SLAM, point cloud processing, 3D shape understanding/generation, CAD…
[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 ne — from…
Designs chaos experiments, creates failure injection frameworks, and facilitates game day exercises for distributed systems — producing runbooks, experiment manifests, ro — from…
Expert in resilience testing, fault injection, and building anti-fragile systems using controlled experiments.
Provides chaos engineering best practices for resilience testing, fault injection, and game day planning.
Design and document chaos engineering experiments. Guide steady state baseline, hypothesis formation, failure injection plans, and results analysis.
Implements character movement systems using CharacterBody2D/3D, including platformer physics, 3D FPS controllers, and advanced movement mechanics.
Break LLM name defaults with external entropy. Use when character names cluster around statistical medians (Chen, Patel, Maya, Marcus), when cast has collision risks, or when…
Drafts filing-ready Annual Reports for State Charity Bureaus with certified financials, governance disclosures, and required attachments.
Researches state-specific charitable solicitation filing requirements keyed to gross revenue, producing a citation-backed state-by-state compliance matrix of audit thresholds,…
Submit, monitor, and manage compute jobs on UAB Cheaha (Slurm HPC cluster with CPU/GPU partitions). Use when the user wants to run CPU-intensive or GPU-intensive workloads, train…
Check manuscript compliance with medical research reporting guidelines. Supports 33 guidelines including STROBE, CONSORT, STARD, STARD-AI, TRIPOD, TRIPOD+AI, ARRIVE, PRISMA,…
Check if medicinal chemistry papers are in ChEMBL database to access curated bioactivity data
Ingest-and-integrate an artifact someone points at with a terse, deliberately under-articulated directive — "check this out", "lets research this", "look into this", "wdyt" —…
Weighs ChefFlow plans, builds, audits, research, and product surfaces against the full chef day-to-day and lifetime business/personal ontology.
Use when targeting Chem (Cell Press) or deciding whether a chemistry manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style,…
Search and download experimental InfraRed (IR), Mass spectra, and UV-Vis spectra data (JCAMP-DX format) for molecules.
Query ChEMBL's bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR studies,…
Query ChEMBL bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR studies, for…
Search ChEMBL bioactive molecules database with natural language queries. Find compounds and assay data with Valyu semantic search.
Develop, test, and extend ChemGraph -- an agentic framework for automated molecular simulations using LLMs, LangGraph, ASE, and MCP servers
Ionic, covalent, and metallic bonding, Lewis structures, VSEPR theory, molecular geometry, polarity, and intermolecular forces.
Use when targeting Chemical Reviews (Chem Rev) or deciding whether a chemistry review manuscript fits this ACS venue.
Use when targeting Chemical Society Reviews (Chem Soc Rev) or deciding whether a chemistry review manuscript fits this RSC venue.
Convert between IUPAC names, SMILES strings, molecular formulas, and common names for chemical compounds.
Analyzes events through chemistry lens using molecular structure, reaction mechanisms, thermodynamics, kinetics, and analytical techniques (spectroscopy, chromatography — from…
Analyzes events through chemistry lens using molecular structure, reaction mechanisms, thermodynamics, kinetics, and analytical techniques (spectroscopy, chromatography — from…
9 chemistry skills. Trigger: chemical structure analysis, reaction prediction, molecular modeling. Design: computational chemistry tools and cheminformatics workflows.
Chemistry expert covering organic, inorganic, physical chemistry, lab safety, and experimental techniques
Use when targeting 《中国工业经济》(China Industrial Economics) — a top journal for industrial organization, firm behavior, regional/innovation/digital economy with empirical rigor and…
ChIP-seq quality control metrics including FRiP (Fraction of Reads in Peaks), cross-correlation analysis (NSC/RSC), library complexity, and IDR (Irreproducibility Discove — from…
Visualize ChIP-seq data using deepTools, Gviz, and ChIPseeker. Create heatmaps, profile plots, and genome browser tracks.
Research historical events from local history sources (Chrome, terminal). Use when you need to find what happened, when it happened, or retrace activity.
Applies the Chuqlab brand CSS design system to any Tailwind CSS v4 project. Includes brand color palette, Geist font configuration, and utility classes.
GitLab CI/CD for Rails 8 — .gitlab-ci.yml structure, RSpec + lint + security parallel stages, cache strategy (bundler, yarn, assets), services keyword for Postgres + Redis, Auto…