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.
Detects anomalous authentication patterns using UEBA analytics, statistical baselines, and machine learning
Performs statistical analysis of Zeek conn.log connection intervals to detect C2 beaconing patterns. Uses the
Apply David Deutsch's "hard-to-vary explanation" test to a theory, hypothesis, business strategy, scientific claim, or any explanatory story.
Apply David Deutsch's Principle of Optimism — all evils are caused by insufficient knowledge, and all problems are soluble unless forbidden by the laws of physics.
Execute the feature development workflow for complex, multi-session features. Use when starting new features, architecture changes, refactoring projects, or any work requiring…
Transform idea or brainstorm output into a prioritized web feature plan with optional codebase/Context7/web research.
Guide de recherche UX : interviews, tests utilisateurs, personas et analyse. Se déclenche avec "UX research", "recherche utilisateur", "interview utilisateur", "test util — from…
Validation E2E parallela con Agent Team: test API e browser eseguiti simultaneamente in worktree separati.
Structured development workflows using /brainstorm, /write-plan, and /execute-plan patterns. Transform ad-hoc conversations into systematic project execution with…
Invoke DEVCOM_RESEARCH for deep research, cross-disciplinary analysis, and novel problem solving. Use when exploring cutting-edge concepts or investigating patterns that require…
Collect improvement insights from UI/UX reviews, document research, or external references, convert confirmed items into development requirements.
Use when creating a new contribution (analysis, experiment, dataset, software, reproduction) or regularizing a draft folder into badge compliance with its LaTeX report.
Develop a gas chromatography method from scratch: define analytical objectives, select column chemistry, optimize temperature programming, choose carrier gas and detector, and…
Develop a high-performance liquid chromatography method: define separation goals, select column chemistry and mobile phase, optimize gradient and flow conditions, choose the…
Complete Developer workflow orchestration - task research sequence, implementation flow, validation gates, PRD synchronization, exit conditions.
Personal development philosophy emphasizing experiment-driven, fail-fast approach. Activate when planning implementations, reviewing code architecture, making design decisions, or…
Load development-mode context for codebase work — engineering principles and environment conventions.
Use when targeting Developmental Cell or deciding whether a developmental or cell-biology manuscript fits this venue.
Pipelines GitLab CI/CD — stages, jobs, runners, artifacts, environments et Auto DevOps. Se déclenche avec "GitLab CI", "gitlab-ci.yml", "pipeline GitLab", "runner GitLab" — from…
Activated when facing research tasks, bulk file reading, codebase analysis, code generation, or testing work.
DevTeam v4.0 — Adaptive Code Fluidity & Architecture Engine. Calibrated scoring against the 7 Laws of Code Fluidity, domain auto-detection, regression guard, and project-docs…
Tierversuchsethik-Pflichten in DFG-Antraegen: 3R-Prinzip (Replace, Reduce, Refine), TierSchG, TierSchVersV, Tierversuchsantrag bei der Behoerde parallel zur DFG.
Hypothesis-first bug diagnosis. Verify the user's diagnosis before proposing alternatives. Keywords: bug, diagnose, debug, fix, hypothesis, root cause, crash, error, timeout,…
Am I agreeing because it SOUNDS right, or because it IS right? Recursive adversarial dialectic for testing any claim, finding, or synthesis against its own opposite.
Log a daily check assessment for developer experience. Captures good/bad day indicators from C-6/C-7 research.
De-identify DICOM medical images by removing PHI tags for research sharing, with audit logging and study-linkage preservation support.
Convert informal English words, phrases, collocations, and sentence fragments into precise TOEFL-appropriate alternatives while preserving meaning and register.
Diffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, virtual screening, for structure-based drug design.
Diffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, virtual screening, for structure-based drug design.
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…
Diffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, virtual screening, for structure-based drug design.
Differential abundance testing for microbiome data using compositionally-aware methods like ALDEx2, ANCOM-BC2, and MaAsLin2.
Differential abundance and state analysis for cytometry data. Compare cell populations between conditions using statistical methods.
Differential binding analysis using DiffBind. Compare ChIP-seq peaks between conditions with statistical rigor. Requires replicate samples.
Expert in ODEs and PDEs covering solution methods, qualitative analysis, and applications to physics and engineering
Computational methods for humanities research including text mining and netwo...
Generates Bluebook-cited summaries of digital media law across copyright/IP, privacy/data protection, and content liability pillars.
Digitaliza protocolos físicos de avaliação neuropsicológica em laboratório de neuropsicologia de universidade pública brasileira.
Guides writing a diploma thesis at PEF ČZU Praha. Use when the user asks to write, structure, cite, or review a diploma thesis, závěrečná práce, or any section thereof (úvod, cíl,…
Generate complex multi-page PDFs by running reportlab Python code directly via run_shell when shell_agent fails on document creation
Startet eine tiefe Internet-Recherche zu den drei Hauptdirektiven (Superintelligenz, Selbstbeobachtung, Resilient Bugfixing).
Phase 2 of disciplined development. Creates implementation plans based on approved research. Specifies file changes, function signatures, test strategy, and step sequence.
Phase 1.5/2.5 of disciplined development. Evaluates document quality using the KLS (Krogstie-Lindland-Sindre) 6-dimension framework.
Phase 1 of disciplined development. Deep problem understanding before design. Maps existing systems, identifies constraints, surfaces risks, and produces a research document for…
Phase 5 of disciplined development. Validates system against original requirements through system testing and user acceptance testing (UAT).
Use after solution concepts exist to surface and prioritize assumptions behind outcomes, opportunities, or solution ideas and design experiments to test them.
Use after solution concepts exist to surface and prioritize assumptions behind outcomes, opportunities, or solution ideas and design experiments to test them.
Research and add new strategic frameworks to the system (meta-skill). Use when user wants to add framework not in library; discovered new framework in their domain; asks "Can you…
Synthesizes user research interviews into actionable insights, patterns, and recommendations. Use after conducting user interviews, customer calls, or usability sessions to…
Produce a customer journey map covering stages, touchpoints, emotional curve, pain points, moments of truth, and opportunity annotations.
Gateway skill for research methodology - automatically loads relevant research skills based on task context — from John-Wang-0809/claw-research-skills
Use when research phase is complete and you need to explore implementation
Turning research artifacts into actionable PM insight. Customer interviews, user research notes, support ticket reviews, sales call transcripts, survey data, in-app feedback, all…
Structures and writes discussion sections for academic papers and research reports. Use when writing a discussion section, interpreting research results, connecting findings to…
Check disk usage and clean up intermediate checkpoints. Auto-invoked after each experiment batch. Warns if usage > 80GB.
The cosmic distance ladder from radar ranging to Hubble flow. Covers parallax, spectroscopic parallax, cluster main-sequence fitting, Cepheid and RR Lyrae period-luminosity…
Эксперт анализа распределений. Используй для statistical distributions, data analysis и hypothesis testing.
Statistical distribution fitting skill for input modeling in simulation and analysis.
Diverga Dashboard - Live configuration status and feature overview. 24 specialized agents across 9 categories for social science research. VS methodology prevents mode collapse.