Synthesize findings from multiple research sources into coherent insights. Use when combining data from different sub-agents or research threads.
Score 70/100
Search 78 public scientific, biomedical, materials science, and economic databases via REST APIs. Covers physics/astronomy (NASA, NIST, SDSS, SIMBAD), earth/environment (USGS,…
Score 70/100
Calculate medical date windows including gestational age, estimated delivery dates, and follow-up visit scheduling.
Score 70/100
Build trading systems in the style of D.E. Shaw, the pioneering computational finance firm. Emphasizes systematic strategies, rigorous quantitative research, and world-class…
Score 70/100
MUST CHECK FIRST before DeepWiki or any external research. Local-first codebase documentation wikis. **Priority order for library/framework research**: 1.
Score 70/100
Investiga documentación oficial y valida soluciones en internet antes de implementar.
Score 70/100
Produce an approved deep-research brief from bounded research, synthesis, and governed packaging.
Score 70/100
Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due…
Score 70/100
Deep research skill powered by NotebookLM MCP. Conducts structured multi-source research (market analysis, competitive intel, trend analysis, prospect research) using Google…
Score 70/100
Given outputs from 5 research sub-agents (time-sliced or partitioned), validate and synthesize them into a coherent, citation-backed Markdown deep research report with…
Score 70/100
Performs comprehensive, multi-layered research on any topic with structured analysis and synthesis of information from multiple sources.
Score 70/100
Performs comprehensive, multi-layered research on any topic with structured analysis and synthesis of information from multiple sources.
Score 70/100
Master the art of focused, distraction-free work. Enter flow states reliably, protect your attention, and produce your best work consistently.
Score 70/100
Molecular ML with diverse featurizers and pre-built datasets. Use for property prediction (ADMET, toxicity) with traditional ML or GNNs when you want extensive featurization…
Score 70/100
Molecular machine learning toolkit. Property prediction (ADMET, toxicity), GNNs (GCN, MPNN), MoleculeNet benchmarks, pretrained models, featurization, for drug discovery ML.
Score 70/100
Search and progressively read open-access academic papers through DeepXiv. Use when the user wants layered paper access, section-level reading, trending papers, or DeepXiv-backed…
Score 70/100
Analyze manufacturing defect detection and quality control systems — computer vision inspection pipelines, SPC control charts, Six Sigma process capability (Cp/Cpk), defect…
Score 70/100
DefiLlama API integration for DeFi analytics - TVL, prices, yields, volumes, fees, bridges, and DAT data.
Score 70/100
Iteratively craft a CUSTOMER.md document that precisely defines your ideal customer profile (ICP). This is the foundational document from which everything else (product, features,…
Score 70/100
Literature-grounded variable operationalization for observational research. Turns a data dictionary + research question into a citation-backed table of exposure/outcome/covariate…
Score 70/100
Filter degenerate, uninformative inputs before statistical tests: single-sequence alignments, empty files, constant features, zero-variance inputs, all-NaN columns.
Score 70/100
De-identify clinical research data before LLM-assisted analysis. Standalone Python CLI detects PHI via regex + heuristics with 10 country locale packs (kr, us, jp, cn, de, uk, fr,…
Score 70/100
Deep multi-source research combining academic MCPs (arxiv, semantic-scholar, paper-search, deepwiki), Exa semantic search, and local ~/.topos knowledge base.
Score 70/100
Summarizing and visualizing data through measures of center, spread, shape, and position. Covers mean, median, mode, range, IQR, variance, standard deviation, percentiles,…
Score 70/100
HTML-first hi-fi design skill: interactive prototypes, slide decks, animation demos, design variant exploration, visual direction advising, and expert critique.
Score 70/100
Creates conceptual designs that illustrate design strategy and approach. Leverages research insights and design briefs to develop UI concepts, mood boards, and interactive…
Score 70/100
Plan LLM fine-tuning and evaluation experiments. Use when the user wants to design a new experiment, plan training runs, or create an experiment_summary.yaml file.
Score 70/100
Generates structured experimental designs (factorial, response surface, Taguchi) to systematically discover how multiple factors affect outcomes while minimizing experimental…
Score 70/100
Use when applying or switching design styles across UI components - provides preset design systems with tokens, patterns, and guidelines for different aesthetic approaches from…
Score 70/100
Conduct research and create design documents before implementation. Use when analyzing requirements, exploring solutions, creating architecture designs, or investigating codebase…
Score 70/100
Run a structured 5-day process to prototype, test, and validate product ideas with real users. Use when the user mentions "design sprint", "validate in a week", "rapid prototype",…
Score 70/100
Study design and validity review for radiology and medical AI research. Identifies analysis unit, cohort logic, leakage risks, comparator design, validation strategy, and…
Score 70/100
Master expert in product design for complex systems with 10+ years of experience in data-driven systems, operational dashboards, and enterprise SaaS.
Score 70/100
Plan, conduct, and synthesize user research. Trigger with "user research plan", "interview guide", "usability test", "survey design", "research questions", or when the user needs…
Score 70/100
Selects the appropriate quasi-experimental method (DiD, ITS, SC) based on data structure and research questions. Use when the user is unsure which method to apply.
Score 70/100
Turn Innovation PRDs into concrete experiment plans with explicit hypotheses, metrics, and evaluation methods for RAG quality, agents, and automation outcomes.
Score 70/100
Detect anomalies in metrics and time-series data using OPAL statistical methods. Use when you need to identify unusual patterns, spikes, drops, or outliers in observability data.
Score 70/100
Detects anomalous authentication patterns using UEBA analytics, statistical baselines, and machine learning
Score 70/100
Performs statistical analysis of Zeek conn.log connection intervals to detect C2 beaconing patterns. Uses the
Score 70/100
Execute the feature development workflow for complex, multi-session features. Use when starting new features, architecture changes, refactoring projects, or any work requiring…
Score 70/100
Guide de recherche UX : interviews, tests utilisateurs, personas et analyse. Se déclenche avec "UX research", "recherche utilisateur", "interview utilisateur", "test utilisateur",…
Score 70/100
Structured development workflows using /brainstorm, /write-plan, and /execute-plan patterns. Transform ad-hoc conversations into systematic project execution with…
Score 70/100
Invoke DEVCOM_RESEARCH for deep research, cross-disciplinary analysis, and novel problem solving. Use when exploring cutting-edge concepts or investigating patterns that require…
Score 70/100
Collect improvement insights from UI/UX reviews, document research, or external references, convert confirmed items into development requirements.
Score 70/100
Complete Developer workflow orchestration - task research sequence, implementation flow, validation gates, PRD synchronization, exit conditions.
Score 70/100
Personal development philosophy emphasizing experiment-driven, fail-fast approach. Activate when planning implementations, reviewing code architecture, making design decisions, or…
Score 70/100
Pipelines GitLab CI/CD — stages, jobs, runners, artifacts, environments et Auto DevOps. Se déclenche avec "GitLab CI", "gitlab-ci.yml", "pipeline GitLab", "runner GitLab", "GitLab…
Score 70/100
Activated when facing research tasks, bulk file reading, codebase analysis, code generation, or testing work.
Score 70/100
Log a daily check assessment for developer experience. Captures good/bad day indicators from C-6/C-7 research.
Score 70/100
De-identify DICOM medical images by removing PHI tags for research sharing, with audit logging and study-linkage preservation support.
Score 70/100
Diffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, virtual screening, for structure-based drug design.
Score 70/100
Diffusion-based molecular docking to predict 3D ligand–protein binding poses (blind docking) with confidence scoring; use when you need pose prediction for drug discovery or…
Score 70/100
Diffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, virtual screening, for structure-based drug design.
Score 70/100
Differential abundance testing for microbiome data using compositionally-aware methods like ALDEx2, ANCOM-BC2, and MaAsLin2.
Score 70/100
Differential abundance and state analysis for cytometry data. Compare cell populations between conditions using statistical methods.
Score 70/100
Differential binding analysis using DiffBind. Compare ChIP-seq peaks between conditions with statistical rigor. Requires replicate samples.
Score 70/100
Expert in ODEs and PDEs covering solution methods, qualitative analysis, and applications to physics and engineering
Score 70/100
Phase 2 of disciplined development. Creates implementation plans based on approved research. Specifies file changes, function signatures, test strategy, and step sequence.
Score 70/100
Phase 1.5/2.5 of disciplined development. Evaluates document quality using the KLS (Krogstie-Lindland-Sindre) 6-dimension framework.
Score 70/100
Phase 1 of disciplined development. Deep problem understanding before design. Maps existing systems, identifies constraints, surfaces risks, and produces a research document for…
Score 70/100