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…
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,…
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.
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…
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'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…
11 academic writing skills. Trigger: writing paper sections, structuring arguments, academic prose. Design: section-by-section guides (abstract, intro, methods, discussion) with…
Research product compositions using AI and web sources. Use when needing to find what products, substances, or objects are made of - including ingredients, materials, chemicals,…
Multi-phase research orchestration for thorough codebase, documentation, and external knowledge investigation. Invoked by /ai-eng/research command.
Ensure thorough validation, error recovery, and transparent reasoning in research tasks with multiple tool calls
Build institutional-grade comparable company analyses with operating metrics, valuation multiples, and statistical benchmarking in Excel/spreadsheet format.
Search COMSOL Multiphysics documentation. Use when asked about COMSOL, mesh refinement, boundary conditions, solvers, physics interfaces, FEM simulation, or COMSOL error messages.
Use when sharpening the conservation significance and actionable implications of a Conservation Biology manuscript.
Use when executing and reporting the analysis for a Conservation Biology manuscript so it survives expert, double-blind review — appropriate ecological/statistical models, honest…
Use when building tables, figures, and maps for a Conservation Biology manuscript so exhibits are self-contained, accessible, and respect the journal's exhibit budget (about one…
Use when preparing the data-availability statement and the data/code archive for a Conservation Biology manuscript.
Use when defending the study design of a Conservation Biology manuscript — ecological sampling and inference (detection, spatial structure, pseudoreplication),…
Use when drafting or polishing a Conservation Biology manuscript so it reads accessibly for a broad conservation audience, follows the journal Style Guide, and fits the per-type…
Author or update a concept page in content/concepts/. Concepts span multiple sources; the skill enforces the page-creation criterion (a genuinely fundamental, cross-cutting…
End-to-end workflow for creating complete JavaScript concept documentation, orchestrating all skills from research to final review
Condensed ANIMA on quantum-classical and classical-quantum networks. All skill compositions materialized as s-expressions across the polyglot substrate.
Research a topic comprehensively and create detailed research documentation
Conduct comprehensive advertising research based on confirmed campaign parameters. Use web search tools (DuckDuckGo or Tavily) to gather insights on target audiences, platform…
Empirical quant research methodology. Use when designing a study, reviewing a backtest, or evaluating empirical results.
Structures industry channel check findings with data normalization and trend identification. Use when synthesizing channel check data, analyzing industry indicators, or…