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.
Simulated academic peer review for economics papers, named in honour of Claude Diebolt. Creates independent referee agents who review your paper in isolation.
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.
Differentiable biophysical simulation framework for inferring Hodgkin-Huxley parameters from extracellular MEA data.
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
Use when you have fitted a linear model to gene expression data (microarray, RNA-seq, qPCR, or proteomics) across multiple samples and need to compute gene-level test statistics.
Use when you have PSI (percent-spliced-in) matrices for multiple samples grouped into two or more biological conditions, along with corresponding transcript expression…
Use when you have aligned ATAC-seq BAM files and peak annotations from two or more experimental conditions (e.
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.
Query the Dimensions Analytics API using the dimcli CLI tool. Use when the user wants to search or retrieve data from Dimensions — publications, grants, patents, clinical trials,…
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.
Write a letter to dispute an incorrect charge, bill, or record. Use when asked to dispute a credit-card charge, contest a bill or invoice, challenge a credit-report error, or…
The cosmic distance ladder from radar ranging to Hubble flow. Covers parallax, spectroscopic parallax, cluster main-sequence fitting, Cepheid and RR Lyrae period-luminosity…
Use when you have normalized peak intensity data (or absence/presence matrices) from metabolomics experiments with multiple samples and need to quantify compositional differences…
Split mixed raw notes into two outputs, a lossless organized reference for the facts and a sharpened set of maxims for the heuristics.
Эксперт анализа распределений. Используй для statistical distributions, data analysis и hypothesis testing.
Statistical distribution fitting skill for input modeling in simulation and analysis.
Use when you have loaded a collection of molecular fingerprint vectors (such as biosynfoni fingerprints from a deposited dataset) and need to characterize their statistical and…
Diverga Dashboard - Live configuration status and feature overview. 24 specialized agents across 9 categories for social science research. VS methodology prevents mode collapse.
Differentially methylated region (DMR) detection using methylKit tiles, bsseq BSmooth, and DMRcate. Use when identifying contiguous genomic regions with methylation diffe — from…
Use when when you have a collection of DNA adduct compound structures in SDF format that requires validation for structural integrity and completeness, and you need to generate…
Use when you have raw .idat files or beta-valued matrices from Illumina HumanMethylation450 (450K) or EPIC array experiments and need to import them into R for quality control and…
DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics pipeline development and — from…
Full reimplementation of DnaSP 6 for population genetics analysis of aligned DNA sequences. Covers nucleotide diversity, haplotype statistics, neutrality tests (Tajima's D, Fu &…
Use immediately when the user asks you to do something net-new -- a task you haven't done before, no existing skill applies, and getting it right will require nontrivial research,…