Search the web using OpenAI Codex CLI to find current documentation, best practices, solutions, and technical information.
Python research assistant with Context7 MCP. Use for Python library research, evaluating packages, enforcing strict Python coding standards, or fetching up-to-date library docs…
Stay current with how OpenCode, OpenAI Codex, and Claude Code implement extensibility features (skills, slash commands, subagents, custom prompts).
Use when after fitting a linear model to expression data using limma's lmFit function on a design matrix encoding experimental groups, inspect the resulting MArrayLM object to…
Use when after normalization of a metabolomic feature matrix but before statistical testing, when you have both QC (technical replicate) and non-QC (study) samples and need to…
Use when you have loaded raw NMR or MS metabolomic abundance data into a SummarizedExperiment object and need to assess feature reproducibility before downstream association…
Diagnose and fix broken LLM model configurations in CogniForge microservices. Use when: AI responses are empty, garbage, or missing LaTeX; reasoning-agent returns empty answers or…
Diagnose, build, and repair the CogniForge Math Pipeline — the LangGraph 3-node StateGraph that handles BAC math questions.
Apply cognitive science and HCI research to design decisions. Use when you need the scientific 'why' behind usability, explaining user behavior, understanding…
Drafts cognovit promissory notes with confession of judgment provisions, gated by mandatory jurisdictional enforceability research, usury compliance, and statutory disclosure…
Secure API access to search pathology cases, build research cohorts, and export WSI data with clinical and technical filters
Google Colab GPU integration for training and evaluation. Provides sync commands, completion detection, and troubleshooting.
Orchestrate Google Colab Pro/Pro+ GPU instances as remote training backends via SSH. Compounds /agent-browser (to launch Colab sessions and install colab-ssh) with SSH (to operate…
Colab file paths after unzipping repo. Trigger when: (1) API key file not found, (2) file path errors in Colab, (3) configuring notebook paths, (4) 'yfinance fallback' despite…
Set the collaboration style for a session — step-by-step (guided), deep-think (research-first recommendations), or pair (equal partners switching roles).
Collaboration planning tool — analyze content overlap between you and potential collaborators, propose win-win collaboration formats (cross-posts, interviews, co-authored content,…
Use when you want to understand what Claude contributed vs what you drove in a session. Triggers on: /collab-proof, session retrospective, ai contribution analysis, collaboration…
Async collaborative brainstorming between multiple human+Claude pairs via a shared folder — write-once block files, assembly on read, no merge conflicts.
Tracks every commitment made across active research collaborations from email — data sharing promises, co-authorship agreements, analysis contributions, review commitments, and…
Collect and preserve insect specimens following museum-grade standards including legal compliance, collection methods, humane dispatch, dry pinning, wet preservation, labeling,…
Use when researching a specific pillar and need to create traceable evidence objects. Guides creation of YAML evidence files with semantic IDs, confidence scores, and assumptions.
Generate comprehensive lab member rosters in both markdown and CSV formats. Analyzes member profiles, git history, and alumni information to create detailed rosters with — from…
Use when you have a set of molecular structures in SMILES format that require CCS prediction for metabolite annotation in untargeted mass spectrometry workflows.
Use when when you have N-Me derivatized unsaturated sterol lipid structures (as SMILES or molecular formula) and need to predict MS/MS fragmentation patterns with…
Mathematically correct color system generation. Produces WCAG-compliant palettes, dark mode pairs, gradient smoothing, and dominant color extraction using LCH/LAB color math.
Color theory principles for art education. Covers the three color properties (hue, saturation, value), color mixing systems (subtractive and additive), color relationships…
Communications-domain literature review and related-work search with database-aware source control. Use when the task is about communications, wireless, networking, satellite/NTN,…
Use when when you have peak-abundance .csv files and assigned molecular formula data from FT-ICR MS preprocessing, and you need to verify that a published pipeline's runtime…
Queries the Common Crawl Index API for large-scale web archive research and data extraction. Uses the CDX Server API, WARC record parsing with warcio, and the Common Crawl S3…
Queries the Common Crawl Index API and CC-MAIN collections to surface historical URL coverage, MIME types, and crawl snapshots at scale.
Build and operate the "Community Feedback Harvesting for research and development labs" capability for research and development labs.
Generates complete comorbidity-oriented shared-biomarker bioinformatics research designs from a user-provided disease pair and validation direction.
Generates complete comorbidity-oriented shared-biomarker bioinformatics research designs from a user-provided disease pair and validation direction.
Use when the user asks for a research brief on a public stock (e.g. "/brief AAPL", "ทำ brief NVDA ให้หน่อย", "research TSLA").
Deep research on any company by scanning their public website to extract customers, partners, case studies, testimonials, key metrics, and competitive positioning.
Create a company research brief with executive quotes, product strategy, and org context. Use when preparing for interviews, competitive analysis, partnerships, or market-entry…
Company research using Exa search. Finds company info, competitors, news, tweets, financials, LinkedIn profiles, builds company lists.
Generate a succinct, factual, up-to-date company research report ('Company Short') in a fixed Markdown format.
比较基因组与进化分析 skill。用于 ortholog inference、synteny、whole-genome duplication、positive selection、dN/dS、HGT、ancestral reconstruction、annotation transfer 和跨物种功能比较。
Compare competing hypotheses on a decision-shaped question using an ACH-style evidence matrix (hypotheses × evidence-for/against).
Compare keyword sets between resume and job description. Returns match statistics including score, missing keywords, and intersection.
Compare MLflow experiment runs, rank them, and recommend next steps. Use when the user asks about results, which run is best, what improved, what hurt performance, or wants a…
Use when when you have a binned Hi-C cooler file, an associated eigenvector track (from prior eigs_cis calculation), and need to measure how strongly the genome is partitioned…
ISC template for Chemistry & Materials. Tool: unknown. Anchor: WEAK. Keywords: compchem_pymatgen, unknown, ISC, TVD.
Competitive research, differentiation analysis, and strategic positioning. Feature matrices, SWOT analysis, benchmarking, positioning maps, battle cards, win/loss analysis, and…
Research your competitors and build an interactive battlecard. Outputs an HTML artifact with clickable competitor cards and a comparison matrix.
B2B SaaS competitive intelligence with 24 scenarios across Sales/HR/Fintech/Ops Tech
Research, compare, and synthesize markets, categories, competitors, alternatives, pricing, feature sets, audience segments, positioning, review themes, and strategic…
Researches a market or technology space and renders an interactive color-coded comparison matrix in the browser.
Research competitors, analyze market positioning, identify differentiators, and understand competitive landscape to inform product strategy and positioning.
Analyzes competitor products and companies by synthesizing data from pricing pages, app store reviews, job postings, SEO signals, and social media into structured competitive…
Analyze competitor website structures, messaging patterns, and unique features. Use when researching competition, identifying gaps, or informing content strategy.
Analyze competitor's ad strategy by researching their Facebook Ad Library presence, TikTok Top Ads, identifying longest-running ads (likely winners), and extracting angles, hooks,…
Performs deep 13-dimension competitor analysis with quantitative scoring rubric. Produces a competitor dossier
Compiles any research input — PDF papers, GitHub repositories, experiment logs, code directories, or raw notes — into a complete Agent-Native Research Artifact (ARA) with…
Use when refactoring existing code that has poor Big-O — nested loops, O(n^2)+ scans, repeated work, redundant allocations, blown memory, or stated symptoms like "this is slow on…
Specialista di compliance regolamentare italiana — valuta CONSOB, Banca d'Italia, AGCM, IVASS e regolamentazioni finanziarie UE con analisi gap e pianificazione rimedio.
Research UI component patterns across 60 component types and 95 production design systems (2,676+ examples from component.gallery).
Automate SEO research with Ahrefs -- analyze backlink profiles, research keywords, track domain metrics history, audit organic rankings, and perform batch URL analysis th — from…
Automate SEO analysis with SEMrush -- research keywords, analyze domain organic rankings, audit backlinks, assess keyword difficulty, and discover related terms through t — from…