Use when stating the theory, formalizing the model, and deriving predictions for a Cognitive Psychology (Elsevier) manuscript.
Use when starting or navigating any Cognitive Psychology (Elsevier) manuscript and you are unsure which sub-skill applies.
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.
Collects research sources with quality evaluation. Use when gathering or finding sources, building a source library, searching for academic papers, or performing RADAR assessment.
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…
Use when designing or auditing the empirical core of a COLM paper — contamination analysis for evaluation data, fair baselines under matched prompting and compute, pinned model…
Use when deciding whether language-model research belongs at COLM or should route to ACL/EMNLP, ICLR, NeurIPS, ICML, or a workshop — applying the object-of-study test, matching…
Use when planning a COLM submission campaign across the calendar — working backward from the late-March abstract and paper deadlines through the May-June rebuttal, July decisions,…
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…
Research current color trends from Pantone, architecture, film, and design. Use when user asks about trending colors, popular palettes, or wants research-backed color inspiration.
Use when deciding whether a COLT (Conference on Learning Theory) paper needs numerical content at all — COLT has no experiments requirement — and, when numerics genuinely help,…
Use when deciding whether a result is COLT-shaped (Conference on Learning Theory) — a theorem-first learning-theory contribution — versus better routed to ALT, STOC/FOCS,…
Diagnose and improve ComfyUI text conditioning with architecture-aware prompts, encoder and node compatibility checks, controlled experiments, and.
Communications-domain literature review and related-work search with database-aware source control. Use when the task is about communications, wireless, networking, satellite/NTN,…
Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi,…
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…
Researches GitHub and open-source demand signals, buyer clarity, recurring-use potential, distribution fit and monetization paths to identify commercially promising products,…
외부 기술 선택·라이브러리·규격을 1차 출처로 조사한다. 근거가 필요한 결정(어떤 라이브러리를 쓸지, 이 API가 실제로 어떻게 동작하는지, 이 규격이 뭘 요구하는지)일 때 쓴다. 조사 결과는 보조 자료이며 승인 근거가 아니다 — 설계에 영향을 주면 00/01 문서에 반영해야 한다.
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.
Use when executing and reporting the analysis for a Communication Research (CR) manuscript so it survives expert, double-anonymized review — ANOVA/regression/SEM,…
Use when revising a Communication Research (CR) manuscript after a revise-and-resubmit. CR requires two independent reviews to advance, so the hard problem is satisfying two…
Use when defending the research design of a Communication Research (CR) manuscript — experiments (lab/online), panel surveys, and content analysis with intercoder reliability.
Use when running the final pre-submission preflight for Communication Research (CR) via SAGE Track (ScholarOne) — double-anonymized preparation, the 45-page limit, APA reporting,…
Use when building tables and figures for a Communication Research (CR) manuscript so exhibits are self-contained, accessible, and formatted to APA.
Use when building the theoretical argument and hypotheses of a Communication Research (CR) manuscript into a testable, mechanism-level contribution.
Use when deciding whether a communication project fits Communication Research (CR) and is shaped as quantitative, theory-testing social science.
Use when preparing the transparency, open-science, and reproducibility materials for a Communication Research (CR) manuscript — data-availability statement, deposited…
Use as the entry point for any Communication Research (CR) manuscript. Routes to the right CR sub-skill based on lifecycle stage and study type (experiment, survey/panel, or…
Use when drafting or polishing a Communication Research (CR) manuscript so it reads as cumulative social science, follows APA style, and fits the limits (manuscript no more than…
Send and receive messages between AI agents via the Comms Hub bridge network. Use when communicating with other agents (Aristotle, Daedalus, Thales, Steel Man, Researcher,…
Build and operate the "Community Feedback Harvesting for research and development labs" capability for research and development labs.
Implements Manus-style file-based planning to organize and track progress on complex tasks. Creates task_plan.md, findings.md, and progress.md.
Research online communities across Reddit, Telegram, and social platforms. Analyzes community size, engagement patterns, discussion themes, moderation culture, and member…
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.
Search and inspect New Zealand Companies Register records through read-only public website endpoints.
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.
Structured, multi-dimensional company investment research framework for AI agents and human analysts.
Create a company research brief with executive quotes, product strategy, and org context. Use when preparing for interviews, competitive analysis, partnerships, or market — from…
Conduct comprehensive company research and due diligence. Analyze business model, competitive landscape, management, and market position.
Run company research using Primr. Use when the user asks to research, analyze, or investigate a company, or provides a company URL.
Create a company research brief with executive quotes, product strategy, and org context. Use when preparing for interviews, competitive analysis, partnerships, or market — from…
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。