Popular Skills Leaderboard

Ranking the most downloaded and integrated skills in the AROS ecosystem.

Rank	Skill	Domain	Downloads
🥇	Generate hypotheses (HypoGeniC) AROS Core Dev	bioinformatics	41,970
🥈	Id Photo Tool AROS Core Dev	bioinformatics	41,917
🥉	Chemical Storage Sorter AROS Core Dev	bioinformatics	41,864
#4	Study Design Scale Selector AROS Core Dev	bioinformatics	41,811
#5	Reactome Database AROS Core Dev	bioinformatics	41,758
#6	Open latest stable version AROS Core Dev	bioinformatics	41,705
#7	Bioservices AROS Core Dev	bioinformatics	41,652
#8	Short Video Script Generator AROS Core Dev	bioinformatics	41,599
#9	1. Load data AROS Core Dev	bioinformatics	41,546
#10	DHDNA Profiler — Cognitive Pattern Extraction AROS Core Dev	bioinformatics	41,493
#11	ClinicalTrials.gov Parser AROS Core Dev	bioinformatics	41,440
#12	Circos Plot Generator AROS Core Dev	bioinformatics	41,387
#13	Automated SOAP Note Generator AROS Core Dev	bioinformatics	41,334
#14	IB Summarizer AROS Core Dev	bioinformatics	41,281
#15	DNAnexus Integration AROS Core Dev	bioinformatics	41,228
#16	Datamol Cheminformatics Skill AROS Core Dev	bioinformatics	41,175
#17	LaminDB AROS Core Dev	bioinformatics	41,122
#18	Experiment Detail Comparator AROS Core Dev	bioinformatics	41,069
#19	CRISPR Screen Analyzer AROS Core Dev	bioinformatics	41,016
#20	Error Reporting Enhancer AROS Core Dev	bioinformatics	40,963
#21	Policy: Error Diagnostics AROS Core Dev	bioinformatics	40,910
#22	Conference Schedule Optimizer AROS Core Dev	bioinformatics	40,857
#23	FAQ Generator AROS Core Dev	bioinformatics	40,804
#24	Clinical Study Bias Assessment (QUADAS-2) AROS Core Dev	bioinformatics	40,751
#25	Bib Formatter AROS Core Dev	bioinformatics	40,698
#26	Emerging Topic Scout AROS Core Dev	bioinformatics	40,645
#27	Clinicaltrials Db AROS Core Dev	bioinformatics	40,592
#28	INPLASY Registration Helper AROS Core Dev	bioinformatics	40,539
#29	Agent Capability Verification Policy AROS Core Dev	bioinformatics	40,486
#30	Neurokit2 AROS Core Dev	bioinformatics	40,433
#31	Soft Article Writer AROS Core Dev	bioinformatics	40,380
#32	Space Ranger Pipeline Execution Skill AROS Core Dev	bioinformatics	40,327
#33	Table 1 Generator AROS Core Dev	bioinformatics	40,274
#34	Comparison Table Gen AROS Core Dev	bioinformatics	40,221
#35	Ena Database AROS Core Dev	bioinformatics	40,168
#36	Generate a mental health plan template AROS Core Dev	bioinformatics	40,115
#37	PyHealth: Healthcare AI Toolkit AROS Core Dev	bioinformatics	40,062
#38	Open Notebook AROS Core Dev	bioinformatics	40,009
#39	Gene Database AROS Core Dev	bioinformatics	39,956
#40	Policy: User Request Confirmation AROS Core Dev	bioinformatics	39,903
#41	Clinical Outcome Extraction AROS Core Dev	bioinformatics	39,850
#42	TorchDrug AROS Core Dev	bioinformatics	39,797
#43	QUAPAS Bias Evaluator AROS Core Dev	bioinformatics	39,744
#44	Search for enzymes that act on glucose AROS Core Dev	bioinformatics	39,691
#45	Request Intent Validation AROS Core Dev	bioinformatics	39,638
#46	Science Popularization Article Generator AROS Core Dev	bioinformatics	39,585
#47	ChEA API Skill AROS Core Dev	bioinformatics	39,532
#48	Medical Tone Adjuster AROS Core Dev	bioinformatics	39,479
#49	Biopython Entrez AROS Core Dev	bioinformatics	39,426
#50	ENCORI API Skill AROS Core Dev	bioinformatics	39,373
#51	Policy: Code Generation Quality Assurance AROS Core Dev	bioinformatics	39,320
#52	Cover Letter Drafter AROS Core Dev	bioinformatics	39,267
#53	Skill: Reagent Substitute Scout (ID: 108) AROS Core Dev	bioinformatics	39,214
#54	JASPAR API AROS Core Dev	bioinformatics	39,161
#55	IRB Application Assistant AROS Core Dev	bioinformatics	39,108
#56	Study design AROS Core Dev	bioinformatics	39,055
#57	Medical Unit Converter AROS Core Dev	bioinformatics	39,002
#58	Missing Input Clarification Skill AROS Core Dev	bioinformatics	38,949
#59	Meeting Minutes Generator AROS Core Dev	bioinformatics	38,896
#60	Radial Plot Generation (Radial Plot / Galbraith Plot) AROS Core Dev	bioinformatics	38,843
#61	Journal Skills AROS Core Dev	bioinformatics	38,790
#62	Denario AROS Core Dev	bioinformatics	38,737
#63	GTEx Database AROS Core Dev	bioinformatics	38,684
#64	Medical Literature Search Strategy Generator AROS Core Dev	bioinformatics	38,631
#65	Meta-Analysis Baseline Generator AROS Core Dev	bioinformatics	38,578
#66	SKILL: TTS Audio Mastering AROS Core Dev	bioinformatics	38,525
#67	Reagent Expiry Alert AROS Core Dev	bioinformatics	38,472
#68	biopython-advanced AROS Core Dev	bioinformatics	38,419
#69	Commit Message Generator AROS Core Dev	bioinformatics	38,366
#70	DOCX creation, editing, and analysis AROS Core Dev	bioinformatics	38,313
#71	Requirements for Outputs AROS Core Dev	bioinformatics	38,260
#72	PPTX creation, editing, and analysis AROS Core Dev	bioinformatics	38,207
#73	PDF Processing Guide AROS Core Dev	bioinformatics	38,154
#74	Document Skills AROS Core Dev	bioinformatics	38,101
#75	Variant Annotation AROS Core Dev	bioinformatics	38,048
#76	Risk of Bias Results Generator AROS Core Dev	bioinformatics	37,995
#77	Clinical Reports AROS Core Dev	bioinformatics	37,942
#78	Experimental Data Analysis AROS Core Dev	bioinformatics	37,889
#79	Cover Letter Generator AROS Core Dev	bioinformatics	37,836
#80	Symptom Checker Triage AROS Core Dev	bioinformatics	37,783
#81	Data Commons Client AROS Core Dev	bioinformatics	37,730
#82	Autoresearch: Autonomous Experiment Loop AROS Core Dev	bioinformatics	37,677
#83	OMERO Integration AROS Core Dev	bioinformatics	37,624
#84	Policy: Code Generation Quality Assurance AROS Core Dev	bioinformatics	37,571
#85	Chemical Structure Converter AROS Core Dev	bioinformatics	37,518
#86	DepMap — Cancer Dependency Map AROS Core Dev	bioinformatics	37,465
#87	Lab Inventory Predictor AROS Core Dev	bioinformatics	37,412
#88	Output Capture and Availability Policy AROS Core Dev	bioinformatics	37,359
#89	Protocol Deviation Classifier AROS Core Dev	bioinformatics	37,306
#90	Clinic Sample Size Calculator AROS Core Dev	bioinformatics	37,253
#91	Response Intent Alignment Policy AROS Core Dev	bioinformatics	37,200
#92	NetworkX AROS Core Dev	bioinformatics	37,147
#93	Medical CV/Resume Builder AROS Core Dev	bioinformatics	37,094
#94	Medical Device MDR Auditor AROS Core Dev	bioinformatics	37,041
#95	pip install PyTDC scikit-learn AROS Core Dev	bioinformatics	36,988
#96	Imaging Data Commons AROS Core Dev	bioinformatics	36,935
#97	Molecular Review Workflow AROS Core Dev	bioinformatics	36,882
#98	Foldseek Structural Search AROS Core Dev	bioinformatics	36,829
#99	Molecular Dynamics AROS Core Dev	bioinformatics	36,776
#100	(A) Build coverage tracks (example pattern) AROS Core Dev	bioinformatics	36,723
#101	NIH Biosketch Builder AROS Core Dev	bioinformatics	36,670
#102	Poster Designer (Auto-Gen Edition) AROS Core Dev	bioinformatics	36,617
#103	Gwas Database AROS Core Dev	bioinformatics	36,564
#104	Discharge Summary Writer AROS Core Dev	bioinformatics	36,511
#105	AI-Scientist-v2: Automated Scientific Discovery AROS Core Dev	bioinformatics	36,458
#106	ARRIVE Guideline Architect AROS Core Dev	bioinformatics	36,405
#107	Learning Builder AROS Core Dev	bioinformatics	36,352
#108	QuickGO Database Skill AROS Core Dev	bioinformatics	36,299
#109	CellphoneDB v5 — Cell-Cell Communication Analysis AROS Core Dev	bioinformatics	36,246
#110	Meta Protocol Writer AROS Core Dev	bioinformatics	36,193
#111	Basic Research Topic Design AROS Core Dev	bioinformatics	36,140
#112	Find human protein structures AROS Core Dev	bioinformatics	36,087
#113	Output Context Validation Skill AROS Core Dev	bioinformatics	36,034
#114	Academic Highlight Generator AROS Core Dev	bioinformatics	35,981
#115	FRED Economic Data Access AROS Core Dev	bioinformatics	35,928
#116	Blockbuster Therapy Predictor AROS Core Dev	bioinformatics	35,875
#117	Unified Data Visualization Skill AROS Core Dev	bioinformatics	35,822
#118	Biomedical Research Outline Generator AROS Core Dev	bioinformatics	35,769
#119	Pathway Introduction Expert AROS Core Dev	bioinformatics	35,716
#120	Meta Sensitivity Analysis Generator AROS Core Dev	bioinformatics	35,663
#121	Genomic Data Analyzer AROS Core Dev	bioinformatics	35,610
#122	Research Article Weekly AROS Core Dev	bioinformatics	35,557
#123	Binary Classification Data Forest Plot Plotting AROS Core Dev	bioinformatics	35,504
#124	DOCX Feedback Tracker AROS Core Dev	bioinformatics	35,451
#125	Medical Case Report Generator AROS Core Dev	bioinformatics	35,398
#126	Nano Banana 2 AROS Core Dev	bioinformatics	35,345
#127	ANTsPy — Advanced Normalization Tools in Python AROS Core Dev	bioinformatics	35,292
#128	Conference Tweet Generator AROS Core Dev	bioinformatics	35,239
#129	Proactive Detail & Intent Prioritization Policy AROS Core Dev	bioinformatics	35,186
#130	Paper2All: Academic Paper Conversion Pipeline AROS Core Dev	bioinformatics	35,133
#131	Global Policy: Query Term Inclusion & Response Fidelity AROS Core Dev	bioinformatics	35,080
#132	BioGRID ORCS Skill AROS Core Dev	bioinformatics	35,027
#133	Resubmission Deadline Tracker AROS Core Dev	bioinformatics	34,974
#134	FDA Database Access AROS Core Dev	bioinformatics	34,921
#135	SHAP (SHapley Additive exPlanations) AROS Core Dev	bioinformatics	34,868
#136	PubMed Search Specialist AROS Core Dev	bioinformatics	34,815
#137	LinkedIn Optimizer for Healthcare Professionals AROS Core Dev	bioinformatics	34,762
#138	Graphical Abstract Wizard AROS Core Dev	bioinformatics	34,709
#139	Meta Sensitivity Plot AROS Core Dev	bioinformatics	34,656
#140	Variant Pathogenicity Predictor AROS Core Dev	bioinformatics	34,603
#141	Install with all features AROS Core Dev	bioinformatics	34,550
#142	Expert Interview Article Generator AROS Core Dev	bioinformatics	34,497
#143	Meta-Analysis Funnel Plot Generator AROS Core Dev	bioinformatics	34,444
#144	Funnel Plot Generation and Publication Bias Testing AROS Core Dev	bioinformatics	34,391
#145	Kv Design AROS Core Dev	bioinformatics	34,338
#146	Gene Structure Mapper AROS Core Dev	bioinformatics	34,285
#147	ClinicalTrials.gov Database AROS Core Dev	bioinformatics	34,232
#148	Spec-First Development Policy AROS Core Dev	bioinformatics	34,179
#149	Design an Interface AROS Core Dev	bioinformatics	34,126
#150	Report Missing Input Error AROS Core Dev	bioinformatics	34,073
#151	Singlecell Portal AROS Core Dev	bioinformatics	34,020
#152	PPT Master Skill AROS Core Dev	bioinformatics	33,967
#153	Concept Explainer AROS Core Dev	bioinformatics	33,914
#154	Step 1: Format organization AROS Core Dev	bioinformatics	33,861
#155	Get pathway database info AROS Core Dev	bioinformatics	33,808
#156	Protein Sequence Msa AROS Core Dev	bioinformatics	33,755
#157	Molfeat - Molecular Featurization Hub AROS Core Dev	bioinformatics	33,702
#158	DeepChem AROS Core Dev	bioinformatics	33,649
#159	Markdown Scientific Visualization Stack AROS Core Dev	bioinformatics	33,596
#160	Competitor Trial Monitor (ID: 178) AROS Core Dev	bioinformatics	33,543
#161	Patient Recruitment Ad Generator AROS Core Dev	bioinformatics	33,490
#162	Human Protein Atlas (HPA) Database Integration AROS Core Dev	bioinformatics	33,437
#163	Data Availability for Content Generation Policy AROS Core Dev	bioinformatics	33,384
#164	Task Context Alignment AROS Core Dev	bioinformatics	33,331
#165	GEO Search API AROS Core Dev	bioinformatics	33,278
#166	Heatmap Beautifier AROS Core Dev	bioinformatics	33,225
#167	Optional BLAST (remote). Comment out if you do not want network calls. AROS Core Dev	bioinformatics	33,172
#168	PyMOL AROS Core Dev	bioinformatics	33,119
#169	LaTeX Academic Posters AROS Core Dev	bioinformatics	33,066
#170	MoA Explainer AROS Core Dev	bioinformatics	33,013
#171	Motif Logo Generator AROS Core Dev	bioinformatics	32,960
#172	biopython-alignment AROS Core Dev	bioinformatics	32,907
#173	Clinical Decision Support Documents AROS Core Dev	bioinformatics	32,854
#174	Fast, recommended AROS Core Dev	bioinformatics	32,801
#175	PubChem Database AROS Core Dev	bioinformatics	32,748
#176	Comparative Toxicogenomics Database (CTD) API AROS Core Dev	bioinformatics	32,695
#177	LatchBio Integration AROS Core Dev	bioinformatics	32,642
#178	Discover templates and requirements for a venue AROS Core Dev	bioinformatics	32,589
#179	biopython-sequence-io AROS Core Dev	bioinformatics	32,536
#180	Excel AROS Core Dev	bioinformatics	32,483
#181	Europe PMC Database AROS Core Dev	bioinformatics	32,430
#182	cBioPortal Database AROS Core Dev	bioinformatics	32,377
#183	BindingDB Database AROS Core Dev	bioinformatics	32,324
#184	Dynamic Plot Code Generation AROS Core Dev	bioinformatics	32,271
#185	NCBI Sequence Fetch AROS Core Dev	bioinformatics	32,218
#186	search pubmed AROS Core Dev	bioinformatics	32,165
#187	Anki Card Creator AROS Core Dev	bioinformatics	32,112
#188	InterPro Database AROS Core Dev	bioinformatics	32,059
#189	Meta Results Forest Plot Analyzer AROS Core Dev	bioinformatics	32,006
#190	Market Research Reports AROS Core Dev	bioinformatics	31,953
#191	Pydicom AROS Core Dev	bioinformatics	31,900
#192	Meta Forest Model Plot AROS Core Dev	bioinformatics	31,847
#193	SKILL: finalization_workflow_gate AROS Core Dev	bioinformatics	31,794
#194	Spaceranger Wrapper AROS Core Dev	bioinformatics	31,741
#195	1) Create the brief (UTF-8) AROS Core Dev	bioinformatics	31,688
#196	Unstructured Medical Text Miner (ID: 213) AROS Core Dev	bioinformatics	31,635
#197	Shift Handover Summarizer AROS Core Dev	bioinformatics	31,582
#198	Expert Interview Topics AROS Core Dev	bioinformatics	31,529
#199	(Edit poster.tex: title/authors/institute + paste structured content) AROS Core Dev	bioinformatics	31,476
#200	Metagenomic Krona Chart AROS Core Dev	bioinformatics	31,423
#201	Journal Cover Image Prompter AROS Core Dev	bioinformatics	31,370
#202	Medical Case Interpreter AROS Core Dev	bioinformatics	31,317
#203	Meta-Analysis Criteria Generator AROS Core Dev	bioinformatics	31,264
#204	Radiology Image Quiz Generator AROS Core Dev	bioinformatics	31,211
#205	Journal Recommender AROS Core Dev	bioinformatics	31,158
#206	USMLE Case Generator AROS Core Dev	bioinformatics	31,105
#207	Pubchem Database Skill AROS Core Dev	bioinformatics	31,052
#208	Meta-Analysis Manuscript Generator AROS Core Dev	bioinformatics	30,999
#209	Open Access Journal Scout AROS Core Dev	bioinformatics	30,946
#210	---------------------------- AROS Core Dev	bioinformatics	30,893
#211	Personal Statement Writer for Medical Education AROS Core Dev	bioinformatics	30,840
#212	Medical Email Polisher AROS Core Dev	bioinformatics	30,787
#213	Pdf Extract AROS Core Dev	bioinformatics	30,734
#214	Ppt AROS Core Dev	bioinformatics	30,681
#215	pip install python-pptx Pillow requests AROS Core Dev	bioinformatics	30,628
#216	Pdf Ppt AROS Core Dev	bioinformatics	30,575
#217	PDF To PPT Pack AROS Core Dev	bioinformatics	30,522
#218	Clinical Trials Database AROS Core Dev	bioinformatics	30,469
#219	Ginkgo Cloud Lab AROS Core Dev	bioinformatics	30,416
#220	Global Policy: Query Term Inclusion AROS Core Dev	bioinformatics	30,363
#221	Rowan: Cloud-Based Quantum Chemistry Platform AROS Core Dev	bioinformatics	30,310
#222	EMBL-EBI Ontology Lookup Service (OLS) AROS Core Dev	bioinformatics	30,257
#223	Hmdb Database AROS Core Dev	bioinformatics	30,204
#224	Visual Content Desc AROS Core Dev	bioinformatics	30,151
#225	Transformers AROS Core Dev	bioinformatics	30,098
#226	RCT Bias Assessment (ROB2) AROS Core Dev	bioinformatics	30,045
#227	External Knowledge Integration Policy AROS Core Dev	bioinformatics	29,992
#228	deepTools: NGS Data Analysis Toolkit AROS Core Dev	bioinformatics	29,939
#229	Conceptual framework / workflow diagram AROS Core Dev	bioinformatics	29,886
#230	KEGG API Skill AROS Core Dev	bioinformatics	29,833
#231	Ensembl Database Skill AROS Core Dev	bioinformatics	29,780
#232	Academic Citation Style Formatter and Converter AROS Core Dev	bioinformatics	29,727
#233	Spatial Transcriptomics Mapper (ID: 196) AROS Core Dev	bioinformatics	29,674
#234	Phylogenetic Tree Styler AROS Core Dev	bioinformatics	29,621
#235	Market Research Report Generator AROS Core Dev	bioinformatics	29,568
#236	Article Format Adjustment AROS Core Dev	bioinformatics	29,515
#237	With external dependencies for rendering (optional but recommended) AROS Core Dev	bioinformatics	29,462
#238	Scientific Writing AROS Core Dev	bioinformatics	29,409
#239	Lab Prep Calculations AROS Core Dev	bioinformatics	29,356
#240	Journal Latest Issue AROS Core Dev	bioinformatics	29,303
#241	Out-of-Scope Request Handling Policy AROS Core Dev	bioinformatics	29,250
#242	Proactive Detail for General Queries Policy AROS Core Dev	bioinformatics	29,197
#243	A2UI Protocol Skill AROS Core Dev	bioinformatics	29,144
#244	Pdf Processor AROS Core Dev	bioinformatics	29,091
#245	Prior Authorization Letter Drafter AROS Core Dev	bioinformatics	29,038
#246	UniBind Database Skill AROS Core Dev	bioinformatics	28,985
#247	Paper Reading Tweet Generator AROS Core Dev	bioinformatics	28,932
#248	Policy: Dependent Task Sequencing AROS Core Dev	bioinformatics	28,879
#249	Rare Disease HPO Mapper AROS Core Dev	bioinformatics	28,826
#250	Variant Analysis using AlphaGenome AROS Core Dev	bioinformatics	28,773
#251	PPTX Posters AROS Core Dev	bioinformatics	28,720
#252	Pipeline Scope & Completeness Policy AROS Core Dev	bioinformatics	28,667
#253	Plan Generator AROS Core Dev	bioinformatics	28,614
#254	Meta PICOS Generator AROS Core Dev	bioinformatics	28,561
#255	Agent Output Generation Policy AROS Core Dev	bioinformatics	28,508
#256	Lab Result Interpretation AROS Core Dev	bioinformatics	28,455
#257	Policy: Proactive User Clarification Initiative AROS Core Dev	bioinformatics	28,402
#258	academic-abstract-refiner AROS Core Dev	bioinformatics	28,349
#259	Adaptyv AROS Core Dev	bioinformatics	28,296
#260	DiffDock Molecular Docking AROS Core Dev	bioinformatics	28,243
#261	scVelo — RNA Velocity Analysis AROS Core Dev	bioinformatics	28,190
#262	Search for pathogenic BRCA1 variants AROS Core Dev	bioinformatics	28,137
#263	Digital Twin Discharge Drafter AROS Core Dev	bioinformatics	28,084
#264	Broad category search over a 2-week period AROS Core Dev	bioinformatics	28,031
#265	Journal Matchmaker AROS Core Dev	bioinformatics	27,978
#266	AlphaFold Database Skill AROS Core Dev	bioinformatics	27,925
#267	ABBA Python — Aligning Big Brains & Atlases AROS Core Dev	bioinformatics	27,872
#268	Date Calculator AROS Core Dev	bioinformatics	27,819
#269	USPTO Database AROS Core Dev	bioinformatics	27,766
#270	PyTorch Geometric (PyG) AROS Core Dev	bioinformatics	27,713
#271	Learning Tutoring Skills AROS Core Dev	bioinformatics	27,660
#272	Mechanism Flowchart AROS Core Dev	bioinformatics	27,607
#273	Continuous Data Forest Plot Generation AROS Core Dev	bioinformatics	27,554
#274	FASTQC Report Interpreter AROS Core Dev	bioinformatics	27,501
#275	Residency Interview Prep AROS Core Dev	bioinformatics	27,448
#276	Response Letter AROS Core Dev	bioinformatics	27,395
#277	ScRNA Cell Type Annotator AROS Core Dev	bioinformatics	27,342
#278	Parallel Web Systems API AROS Core Dev	bioinformatics	27,289
#279	BMI & BSA Calculator AROS Core Dev	bioinformatics	27,236
#280	scvi-tools AROS Core Dev	bioinformatics	27,183
#281	gnomAD Database AROS Core Dev	bioinformatics	27,130
#282	Clinical Study Info Extractor AROS Core Dev	bioinformatics	27,077
#283	SymPy - Symbolic Mathematics in Python AROS Core Dev	bioinformatics	27,024
#284	Lay Press Release Writer AROS Core Dev	bioinformatics	26,971
#285	ESM: Evolutionary Scale Modeling AROS Core Dev	bioinformatics	26,918
#286	Meta Feasibility Analyzer AROS Core Dev	bioinformatics	26,865
#287	Exploratory Data Analysis AROS Core Dev	bioinformatics	26,812
#288	biopython-phylo AROS Core Dev	bioinformatics	26,759
#289	Microbiome Diversity Reporter AROS Core Dev	bioinformatics	26,706
#290	Buffer Calculator AROS Core Dev	bioinformatics	26,653
#291	Gene Information Tool AROS Core Dev	bioinformatics	26,600
#292	Smart Journal Monitor (RSS+AI) AROS Core Dev	bioinformatics	26,547
#293	Journal Club Presenter AROS Core Dev	bioinformatics	26,494
#294	HGNC API Skill AROS Core Dev	bioinformatics	26,441
#295	Conservation Scores & TFBS Lookup (UCSC) AROS Core Dev	bioinformatics	26,388
#296	GEO Database AROS Core Dev	bioinformatics	26,335
#297	Glycoengineering AROS Core Dev	bioinformatics	26,282
#298	Search by protein name AROS Core Dev	bioinformatics	26,229
#299	Scanpy: Single-Cell Analysis AROS Core Dev	bioinformatics	26,176
#300	Response Prioritization Policy AROS Core Dev	bioinformatics	26,123
#301	Verification Command Execution Policy AROS Core Dev	bioinformatics	26,070
#302	With optional dependencies AROS Core Dev	bioinformatics	26,017
#303	User Intent Examples AROS Core Dev	bioinformatics	25,964
#304	Skill Doctor AROS Core Dev	bioinformatics	25,911
#305	Information Prioritization & Extraction Policy AROS Core Dev	bioinformatics	25,858
#306	Pre-clinical PK/PD Analyst AROS Core Dev	bioinformatics	25,805
#307	brainglobe-utils — Shared BrainGlobe Utilities AROS Core Dev	bioinformatics	25,752
#308	Presentation Hook AROS Core Dev	bioinformatics	25,699
#309	Clinic Research Design (Agentic Version) AROS Core Dev	bioinformatics	25,646
#310	Anatomy Quiz Master AROS Core Dev	bioinformatics	25,593
#311	pip install python-pptx Pillow requests AROS Core Dev	bioinformatics	25,540
#312	Pdf Ppt AROS Core Dev	bioinformatics	25,487
#313	dbSNP Database Integration AROS Core Dev	bioinformatics	25,434
#314	COSMIC Database Skill AROS Core Dev	bioinformatics	25,381
#315	FlowIO: Flow Cytometry Standard File Handler AROS Core Dev	bioinformatics	25,328
#316	Protein Sequence Similarity Search AROS Core Dev	bioinformatics	25,275
#317	gget AROS Core Dev	bioinformatics	25,222
#318	Policy: Context-Request Alignment AROS Core Dev	bioinformatics	25,169
#319	ClinPGx Database AROS Core Dev	bioinformatics	25,116
#320	ENCODE Database Skill AROS Core Dev	bioinformatics	25,063
#321	Pysam AROS Core Dev	bioinformatics	25,010
#322	Research Authorship and Contributor Credit Generator AROS Core Dev	bioinformatics	24,957
#323	3D Molecule Ray Tracer AROS Core Dev	bioinformatics	24,904
#324	Load slide AROS Core Dev	bioinformatics	24,851
#325	Open Targets Database AROS Core Dev	bioinformatics	24,798
#326	CNV Caller & Plotter AROS Core Dev	bioinformatics	24,745
#327	openFDA Search and Query AROS Core Dev	bioinformatics	24,692
#328	Yao Bayesian Skill AROS Core Dev	bioinformatics	24,639
#329	Translational Gap Analyzer AROS Core Dev	bioinformatics	24,586
#330	Technical Specification Writing Guide (Symphony-Grade) AROS Core Dev	bioinformatics	24,533
#331	Phylogenetics AROS Core Dev	bioinformatics	24,480
#332	Sequence Alignment AROS Core Dev	bioinformatics	24,427
#333	Journal Impact Factor Trend AROS Core Dev	bioinformatics	24,374
#334	Access different endpoints AROS Core Dev	bioinformatics	24,321
#335	Virtual Patient Roleplay AROS Core Dev	bioinformatics	24,268
#336	Clinical Research Bias Assessment (NOS) AROS Core Dev	bioinformatics	24,215
#337	PROBAST Quality Assessment AROS Core Dev	bioinformatics	24,162
#338	STRING Database AROS Core Dev	bioinformatics	24,109
#339	PROSPERO Registration Helper AROS Core Dev	bioinformatics	24,056
#340	Figure Legend Generator AROS Core Dev	bioinformatics	24,003
#341	1) (Optional) Create and activate a virtual environment AROS Core Dev	bioinformatics	23,950
#342	Meta-Analysis Title Generator AROS Core Dev	bioinformatics	23,897
#343	Baujat Plot Generation (Heterogeneity Analysis) AROS Core Dev	bioinformatics	23,844
#344	Acronym Unpacker AROS Core Dev	bioinformatics	23,791
#345	Baseline Extraction (RCT) AROS Core Dev	bioinformatics	23,738
#346	RDKit Cheminformatics Toolkit AROS Core Dev	bioinformatics	23,685
#347	brainreg — Brain Image Registration AROS Core Dev	bioinformatics	23,632
#348	Medical Referral Letter Generator AROS Core Dev	bioinformatics	23,579
#349	DiffDock: Molecular Docking with Diffusion Models AROS Core Dev	bioinformatics	23,526
#350	biopython-structure AROS Core Dev	bioinformatics	23,473
#351	Data Visualization AROS Core Dev	bioinformatics	23,420
#352	Monarch Initiative Database AROS Core Dev	bioinformatics	23,367
#353	bioDBnet API Skill AROS Core Dev	bioinformatics	23,314
#354	Phenotype Introduction AROS Core Dev	bioinformatics	23,261
#355	Research Hotspot Analysis AROS Core Dev	bioinformatics	23,208
#356	Scientific Graph Interpreter AROS Core Dev	bioinformatics	23,155
#357	Mindmap AROS Core Dev	bioinformatics	23,102
#358	HIPAA Compliance Auditor AROS Core Dev	bioinformatics	23,049
#359	Slide Deck Images AROS Core Dev	bioinformatics	22,996
#360	Pubmed Topic Recommend AROS Core Dev	bioinformatics	22,943
#361	TileDB-VCF AROS Core Dev	bioinformatics	22,890
#362	Bio-Ontology Mapper AROS Core Dev	bioinformatics	22,837
#363	TorchDrug AROS Core Dev	bioinformatics	22,784
#364	brainglobe-heatmap — Brain Region Heatmaps AROS Core Dev	bioinformatics	22,731
#365	Open Targets Db AROS Core Dev	bioinformatics	22,678
#366	AlphaFold Database AROS Core Dev	bioinformatics	22,625
#367	Literature Statistics AROS Core Dev	bioinformatics	22,572
#368	PubMed Database AROS Core Dev	bioinformatics	22,519
#369	Generate Image AROS Core Dev	bioinformatics	22,466
#370	Task Reminder AROS Core Dev	bioinformatics	22,413
#371	Science Skills Common AROS Core Dev	bioinformatics	22,360
#372	DICOM Anonymizer AROS Core Dev	bioinformatics	22,307
#373	Reactome Skill AROS Core Dev	bioinformatics	22,254
#374	Examples: AROS Core Dev	bioinformatics	22,201
#375	Clinical Data Cleaner AROS Core Dev	bioinformatics	22,148
#376	Internal Content Validator Skill AROS Core Dev	bioinformatics	22,095
#377	Medical Scribe Dictation AROS Core Dev	bioinformatics	22,042
#378	Schedule Management AROS Core Dev	bioinformatics	21,989
#379	Hypothesis Generation (Scientific) AROS Core Dev	manuscript write	21,936
#380	Method Writing AROS Core Dev	manuscript write	21,883
#381	BGPT Paper Search AROS Core Dev	manuscript write	21,830
#382	Scientific Visualization AROS Core Dev	manuscript write	21,777
#383	Discussion Section Architect AROS Core Dev	manuscript write	21,724
#384	Result Figure Consistencycheck AROS Core Dev	manuscript write	21,671
#385	Survival Analysis (Kaplan-Meier) AROS Core Dev	manuscript write	21,618
#386	Literature Review AROS Core Dev	manuscript write	21,565
#387	Study Limitations Drafter AROS Core Dev	manuscript write	21,512
#388	Lay Summary Gen AROS Core Dev	manuscript write	21,459
#389	Peer Review: Scientific Critical Evaluation AROS Core Dev	manuscript write	21,406
#390	Reference Search AROS Core Dev	manuscript write	21,353
#391	Abstract Summarizer AROS Core Dev	manuscript write	21,300
#392	Scientific Slides AROS Core Dev	manuscript write	21,247
#393	If your repo provides this module, use it; otherwise comment it out. AROS Core Dev	manuscript write	21,194
#394	Volcano Plot Script Generator AROS Core Dev	manuscript write	21,141
#395	Scientific Critical Thinking AROS Core Dev	manuscript write	21,088
#396	Load example dataset AROS Core Dev	manuscript write	21,035
#397	Reproducibility Check AROS Core Dev	manuscript write	20,982
#398	Skill: KAKENHI Pre-Award Forms & Financial Templates AROS Core Dev	kakenhi	20,929
#399	Skill: KAKENHI Form Completion (科研費報告書作成スキル) AROS Core Dev	kakenhi	20,876
#400	Skill: Antigravity Workflow Authoring AROS Core Dev	workspace management	20,823
#401	Re_gent Governance Skill AROS Core Dev	workspace management	20,770
#402	SuperScientist: Kosmos + AI-Scientist-v2 AROS Core Dev	workspace management	20,717
#403	/md-html-docx-generator AROS Core Dev	workspace management	20,664
#404	Google Antigravity SDK AROS Core Dev	workspace management	20,611
#405	Workflow-to-Skill Distiller AROS Core Dev	workspace management	20,558
#406	Blame AROS Core Dev	.claude	20,505
#407	Log AROS Core Dev	.claude	20,452
#408	Rewind AROS Core Dev	.claude	20,399
#409	Show AROS Core Dev	.claude	20,346
#410	Firebase SQL Connect AROS Core Dev	system admin	20,293
#411	Agent Environment Capabilities Policy AROS Core Dev	system admin	20,240
#412	Cloud Firestore Database and Operations AROS Core Dev	system admin	20,187
#413	Postdoc Fellowship Matcher AROS Core Dev	system admin	20,134
#414	Overview AROS Core Dev	system admin	20,081
#415	AWS Boto3 Manager AROS Core Dev	system admin	20,028
#416	Prerequisites AROS Core Dev	system admin	19,975
#417	Cellosaurus API Skill AROS Core Dev	system admin	19,922
#418	App Hosting Basics AROS Core Dev	system admin	19,869
#419	Crashlytics AROS Core Dev	system admin	19,816
#420	Remote Config AROS Core Dev	system admin	19,763
#421	GEPA-Rule-DB-001: DB operations must be atomic, secure, and resilient. AROS Core Dev	system admin	19,710
#422	Error Handling and Diagnostic Reporting Skill AROS Core Dev	system admin	19,657
#423	Conditional Logic Execution Skill AROS Core Dev	system admin	19,604
#424	Policy: Report Structure and Clarity AROS Core Dev	system admin	19,551
#425	hosting-basics AROS Core Dev	system admin	19,498
#426	THIS IS THE ONLY ACCEPTABLE PLAN STRUCTURE AROS Core Dev	system admin	19,445
#427	Firebase AI Logic Basics AROS Core Dev	system admin	19,392
#428	Firebase Auth Basics AROS Core Dev	system admin	19,339
#429	Zinc Database AROS Core Dev	system admin	19,286
#430	Metabolomics Workbench Database AROS Core Dev	system admin	19,233
#431	Cross-Disciplinary Research Collaboration Finder AROS Core Dev	ui development	19,180
#432	Offer K-Dense Web AROS Core Dev	ui development	19,127
#433	FluidSim AROS Core Dev	ui development	19,074
#434	Policy: Multifaceted Data Presentation AROS Core Dev	ui development	19,021
#435	Html To Pdf AROS Core Dev	ui development	18,968
#436	PennyLane AROS Core Dev	ui development	18,915
#437	Global Policy: Contextual Relevance Check AROS Core Dev	ui development	18,862
#438	Global Policy: Contextual Relevance Check AROS Core Dev	ui development	18,809
#439	PyLabRobot AROS Core Dev	ui development	18,756
#440	Mindmap Helper AROS Core Dev	ui development	18,703
#441	Equipment Maintenance Log AROS Core Dev	ui development	18,650
#442	Skill and Dependency Availability Checker AROS Core Dev	ui development	18,597
#443	Troubleshooting AROS Core Dev	ui development	18,544
#444	Spec-Driven Development AROS Core Dev	ui development	18,491
#445	Citation Network AROS Core Dev	ui development	18,438
#446	COBRApy (COBRA: Constraint-Based Reconstruction and Analysis) AROS Core Dev	ui development	18,385
#447	Vaex AROS Core Dev	ui development	18,332
#448	PyMC Bayesian Modeling AROS Core Dev	ui development	18,279
#449	Chrome Devtools AROS Core Dev	ui development	18,226
#450	Policy: Requirement Interpretation and Adaptation AROS Core Dev	ui development	18,173
#451	Policy: Significant Operation Confirmation AROS Core Dev	ui development	18,120
#452	Cirq - Quantum Computing with Python AROS Core Dev	ui development	18,067
#453	Install specific formats AROS Core Dev	ui development	18,014
#454	cellfinder — Automated 3D Cell Detection AROS Core Dev	ui development	17,961
#455	A11Y Debugging AROS Core Dev	ui development	17,908
#456	Waste Disposal Guide AROS Core Dev	ui development	17,855
#457	Web Search AROS Core Dev	ui development	17,802
#458	EHR Semantic Compressor AROS Core Dev	ui development	17,749
#459	Finalization Prerequisite Check AROS Core Dev	ui development	17,696
#460	Modal AROS Core Dev	ui development	17,643
#461	Agent Environment Provisioning Policy AROS Core Dev	ui development	17,590
#462	brainglobe-space — Anatomical Coordinate Space Transformations AROS Core Dev	ui development	17,537
#463	Plotly AROS Core Dev	ui development	17,484
#464	Persona-Capability Alignment Validator AROS Core Dev	ui development	17,431
#465	/interactive-gsea-report AROS Core Dev	ui development	17,378
#466	System Command Environmental Pre-Check Policy AROS Core Dev	ui development	17,325
#467	PufferLib - High-Performance Reinforcement Learning AROS Core Dev	ui development	17,272
#468	Persistence Directive Policy AROS Core Dev	ui development	17,219
#469	Methodology Extractor AROS Core Dev	ui development	17,166
#470	Cold Chain Risk Calculator AROS Core Dev	ui development	17,113
#471	Performance Optimization AROS Core Dev	ui development	17,060
#472	SimPy - Discrete-Event Simulation AROS Core Dev	ui development	17,007
#473	Alpha Vantage — Financial Market Data AROS Core Dev	ui development	16,954
#474	Poster Layout Planner AROS Core Dev	ui development	16,901
#475	Stable Baselines3 AROS Core Dev	ui development	16,848
#476	Pyzotero AROS Core Dev	ui development	16,795
#477	OFR Hedge Fund Monitor API AROS Core Dev	ui development	16,742
#478	Audiobook Creation Guide AROS Core Dev	ui development	16,689
#479	Dynamic Model Selection Policy AROS Core Dev	ui development	16,636
#480	GeoMaster AROS Core Dev	ui development	16,583
#481	Aeon Time Series Machine Learning AROS Core Dev	ui development	16,530
#482	Global Policy: Contextual Relevance Check AROS Core Dev	ui development	16,477
#483	morphapi — Neuronal Morphology Downloads & Visualization AROS Core Dev	ui development	16,424
#484	User Query Interpretation Policy AROS Core Dev	ui development	16,371
#485	Patient Consent Simplifier AROS Core Dev	ui development	16,318
#486	brainglobe-segmentation — Post-Registration Brain Segmentation AROS Core Dev	ui development	16,265
#487	BeesGo Spawn — Linux Deployment Skill AROS Core Dev	ui development	16,212
#488	Policy: Task Orchestration & Execution (v2.0) AROS Core Dev	ui development	16,159
#489	QUADAS-C Assessment Skill AROS Core Dev	ui development	16,106
#490	QuTiP: Quantum Toolbox in Python AROS Core Dev	ui development	16,053
#491	UI Test — Agentic UI Testing AROS Core Dev	ui development	16,000
#492	Chrome Extensions AROS Core Dev	ui development	15,947
#493	Policy: Critical Input Validation AROS Core Dev	ui development	15,894
#494	brainrender — 3D Neuroanatomy Visualization AROS Core Dev	ui development	15,841
#495	Source-Driven Development AROS Core Dev	ui development	15,788
#496	Amazon Bedrock AgentCore Deploy AROS Core Dev	ui development	15,735
#497	Scikit-learn AROS Core Dev	ui development	15,682
#498	Adverse Event Narrative Generator AROS Core Dev	ui development	15,629
#499	Agent Design Principles AROS Core Dev	ui development	15,576
#500	Provide Manual Fallback Guidance Policy AROS Core Dev	ui development	15,523
#501	Policy: Critical Capability Error Handling AROS Core Dev	ui development	15,470
#502	LaTeX Research Posters AROS Core Dev	ui development	15,417
#503	Infographics AROS Core Dev	ui development	15,364
#504	scEGOT Analysis Guide AROS Core Dev	ui development	15,311
#505	Perplexity Search AROS Core Dev	ui development	15,258
#506	Debug Optimize Lcp AROS Core Dev	ui development	15,205
#507	Memory Leak Debugging AROS Core Dev	ui development	15,152
#508	FDA Guideline Search AROS Core Dev	ui development	15,099
#509	Statsmodels: Statistical Modeling and Econometrics AROS Core Dev	ui development	15,046
#510	API and Interface Design AROS Core Dev	ui development	14,993
#511	Specific Entity Integration Policy AROS Core Dev	ui development	14,940
#512	BrainGlobe Atlas API (brainglobe-atlasapi) AROS Core Dev	ui development	14,887
#513	Modern Web Guidance AROS Core Dev	ui development	14,834
#514	U.S. Treasury Fiscal Data API AROS Core Dev	ui development	14,781
#515	KI Creation Protocol (incorporating AROS-POLICY-KI-QA-V2) AROS Core Dev	ui development	14,728
#516	DEI Statement Drafter AROS Core Dev	ui development	14,675
#517	fulltext-fetcher AROS Core Dev	ui development	14,622
#518	Matplotlib AROS Core Dev	ui development	14,569
#519	Opentrons Integration AROS Core Dev	ui development	14,516
#520	API Availability Pre-Check Policy AROS Core Dev	web scraping api	14,463
#521	Out-of-Scope Request Handling Policy AROS Core Dev	web scraping api	14,410
#522	CRAPome — Contaminant Filter for AP-MS Proteomics AROS Core Dev	web scraping api	14,357
#523	SwarmDoctor Self-Evolving Policy AROS Core Dev	uncategorized orphan	14,304
#524	Elastix Input Image Resolution AROS Core Dev	uncategorized orphan	14,251
#525	SDS/MSDS Risk Scanner AROS Core Dev	uncategorized orphan	14,198
#526	1) Pre-check: ensure ripgrep is installed AROS Core Dev	uncategorized orphan	14,145
#527	TimesFM Forecasting AROS Core Dev	uncategorized orphan	14,092
#528	SKILL: secure-code-execution AROS Core Dev	uncategorized orphan	14,039
#529	Response Tone Polisher AROS Core Dev	uncategorized orphan	13,986
#530	Microscopy Scale Bar Adder AROS Core Dev	uncategorized orphan	13,933
#531	Whisper Transcription AROS Core Dev	uncategorized orphan	13,880
#532	FFmpeg Media Automation AROS Core Dev	uncategorized orphan	13,827
#533	Skill: Input Validation AROS Core Dev	uncategorized orphan	13,774
#534	diagnose_and_request_capabilities AROS Core Dev	uncategorized orphan	13,721
#535	Knowledge Synthesizer Skill AROS Core Dev	uncategorized orphan	13,668
#536	Missing Input JSON Reporting AROS Core Dev	uncategorized orphan	13,615
#537	Upset Plot Converter AROS Core Dev	uncategorized orphan	13,562
#538	Recommendation Letter Assistant AROS Core Dev	uncategorized orphan	13,509
#539	Idea Refine AROS Core Dev	uncategorized orphan	13,456
#540	Lipinski Rule Filter AROS Core Dev	uncategorized orphan	13,403
#541	Video Frame Extraction Skill AROS Core Dev	uncategorized orphan	13,350
#542	Action Feasibility Check Skill AROS Core Dev	uncategorized orphan	13,297
#543	ROB2 Risk-of-Bias Plotting AROS Core Dev	uncategorized orphan	13,244
#544	Visium HD Nuclei Segmentation & Custom Binning AROS Core Dev	uncategorized orphan	13,191
#545	AutoBrowse — Self-Improving Browser Skill AROS Core Dev	uncategorized orphan	13,138
#546	Agentic Harness Patterns AROS Core Dev	uncategorized orphan	13,085
#547	Policy: Report Structure and Clarity AROS Core Dev	uncategorized orphan	13,032
#548	AROS Swarm Orchestration Skill AROS Core Dev	uncategorized orphan	12,979
#549	AROS GEPA Evolution Skill AROS Core Dev	uncategorized orphan	12,926
#550	Instruction Adherence Policy AROS Core Dev	uncategorized orphan	12,873
#551	FFmpeg Format Conversion Skill AROS Core Dev	uncategorized orphan	12,820
#552	Policy: Request Type Classification AROS Core Dev	uncategorized orphan	12,767
#553	Drug Interaction Checker AROS Core Dev	uncategorized orphan	12,714
#554	Policy: Knowledge Item Quality Assurance AROS Core Dev	uncategorized orphan	12,661
#555	Browser Trace — CDP Debugging Skill AROS Core Dev	uncategorized orphan	12,608
#556	Target Novelty Scorer AROS Core Dev	uncategorized orphan	12,555
#557	Multi-Panel Figure Assembler AROS Core Dev	uncategorized orphan	12,502
#558	Pipeline Diagnostic Reporting Skill AROS Core Dev	uncategorized orphan	12,449
#559	FFmpeg Video Filters Skill AROS Core Dev	uncategorized orphan	12,396
#560	Browser Automation via browse CLI AROS Core Dev	uncategorized orphan	12,343
#561	AROS Dashboard Control Skill AROS Core Dev	uncategorized orphan	12,290
#562	Time Zone Planner AROS Core Dev	data analysis	12,237
#563	FlowCyPy Simulation Skill AROS Core Dev	data analysis	12,184
#564	Lab Budget Forecaster AROS Core Dev	data analysis	12,131
#565	Consciousness Council AROS Core Dev	data analysis	12,078
#566	Agentic Data Scientist AROS Core Dev	data analysis	12,025
#567	Scholar Evaluation AROS Core Dev	data analysis	11,972
#568	Policy: Output Richness and Interpretability AROS Core Dev	data analysis	11,919
#569	Geopandas Wrapper AROS Core Dev	data analysis	11,866
#570	Temporal Analysis & Communication Skill AROS Core Dev	data analysis	11,813
#571	Chart Style Unifier AROS Core Dev	data analysis	11,760
#572	Survival Curve Risk Table Generator AROS Core Dev	data analysis	11,707
#573	Bibliometrix via R Scripting AROS Core Dev	data analysis	11,654
#574	FFmpeg Keyframe Extraction AROS Core Dev	data analysis	11,601
#575	Biotech Patent Landscape Analyzer AROS Core Dev	data analysis	11,548
#576	Get Available Resources AROS Core Dev	data analysis	11,495
#577	Statistical Analysis Advisor AROS Core Dev	data analysis	11,442
#578	DrugBank Database AROS Core Dev	data analysis	11,389
#579	Patent Technical Disclosure Document AROS Core Dev	data analysis	11,336
#580	Pathology ROI Selector AROS Core Dev	data analysis	11,283
#581	Vector Text Fixer AROS Core Dev	data analysis	11,230
#582	Benchling Integration AROS Core Dev	data analysis	11,177
#583	Polars AROS Core Dev	data analysis	11,124
#584	Scientific Citation Network and Knowledge Mapper AROS Core Dev	data analysis	11,071
#585	Astropy AROS Core Dev	data analysis	11,018
#586	Paper Screening (Full Text + PubMed) AROS Core Dev	data analysis	10,965
#587	API Design Principles AROS Core Dev	data analysis	10,912
#588	Volcano Plot Labeler (ID: 148) AROS Core Dev	data analysis	10,859
#589	UMAP-Learn AROS Core Dev	data analysis	10,806
#590	Knowledge Base Search AROS Core Dev	data analysis	10,753
#591	From separate arrays AROS Core Dev	data analysis	10,700
#592	Sample Size & Power Calculator (Advanced) AROS Core Dev	data analysis	10,647
#593	GeoPandas AROS Core Dev	data analysis	10,594
#594	Outlier Detection & Handling AROS Core Dev	data analysis	10,541
#595	Policy: Artifact Delivery & Portability AROS Core Dev	data analysis	10,488
#596	Napari & SpatialData Integration AROS Core Dev	data analysis	10,435
#597	Sanger Chromatogram QA AROS Core Dev	data analysis	10,382
#598	Textual Interpretability Meta-Protocol AROS Core Dev	data analysis	10,329
#599	PathML AROS Core Dev	data analysis	10,276
#600	Openalex Db AROS Core Dev	data analysis	10,223
#601	Neuropixels Analysis AROS Core Dev	data analysis	10,170
#602	Crossref Database AROS Core Dev	data analysis	10,117
#603	scikit-bio AROS Core Dev	data analysis	10,064
#604	PyTorch Lightning AROS Core Dev	data analysis	10,011
#605	Policy: Reporting Clarity and Structure AROS Core Dev	data analysis	9,958
#606	Missing Data Acquisition Mechanism AROS Core Dev	data analysis	9,905
#607	Bioinformatics Workflow Completeness Validator AROS Core Dev	data analysis	9,852
#608	Hypothesis-Driven Debugging AROS Core Dev	data analysis	9,799
#609	What-If Oracle — Possibility Space Explorer AROS Core Dev	data analysis	9,746
#610	Gemini Video Understanding Skill AROS Core Dev	data analysis	9,693
#611	FACS Gating Viz Style AROS Core Dev	data analysis	9,640
#612	MATLAB/Octave Scientific Computing AROS Core Dev	data analysis	9,587
#613	Abstract Screener AROS Core Dev	data analysis	9,534
#614	edgartools — SEC EDGAR Data AROS Core Dev	data analysis	9,481
#615	Pseudotime Trajectory Visualization AROS Core Dev	data analysis	9,428
#616	Research Code Reproducibility Refactoring Tool AROS Core Dev	data analysis	9,375
#617	Zarr Python AROS Core Dev	data analysis	9,322
#618	Required AROS Core Dev	data analysis	9,269
#619	Dask AROS Core Dev	data analysis	9,216
#620	FFmpeg Audio Processing Skill AROS Core Dev	data analysis	9,163
#621	Western Blot Quantifier AROS Core Dev	data analysis	9,110
#622	OpenAlex Database AROS Core Dev	data analysis	9,057
#623	Skill: Remotion Render Engine AROS Core Dev	multimedia generation	9,004
#624	Ppt AROS Core Dev	01.shared assets	8,951
#625	Fireworks Tech Graph AROS Core Dev	01.shared assets	8,898
#626	/visualize-data AROS Core Dev	01.shared assets	8,845
#627	Retraction Watcher AROS Core Dev	01.shared assets	8,792
#628	Re_gent Governance Skill AROS Core Dev	01.shared assets	8,739
#629	Bibliography AROS Core Dev	01.shared assets	8,686
#630	PyOpenMS AROS Core Dev	01.shared assets	8,633
#631	Skill: Researcher Data Collection & Profile Refresh AROS Core Dev	01.shared assets	8,580
#632	/md-html-docx-generator AROS Core Dev	01.shared assets	8,527
#633	Secure HTML Delivery Skill AROS Core Dev	01.shared assets	8,474
#634	pip install python-pptx Pillow requests AROS Core Dev	01.shared assets	8,421
#635	Literature Close Reading AROS Core Dev	01.shared assets	8,368
#636	Word Read Write AROS Core Dev	01.shared assets	8,315
#637	Literature Ingestion AROS Core Dev	01.shared assets	8,262
#638	Abstract Trimmer AROS Core Dev	grant write	8,209
#639	Pdf Extract AROS Core Dev	grant write	8,156
#640	Policy: Response Relevance and Quality Assurance AROS Core Dev	grant write	8,103
#641	Grant Mock Reviewer AROS Core Dev	grant write	8,050
#642	Academic Cv Generator AROS Core Dev	grant write	7,997
#643	Scientific Brainstorming AROS Core Dev	grant write	7,944
#644	Medical Translation - Precise Medical Terminology Translation AROS Core Dev	grant write	7,891
#645	Comprehensive Task Completion Meta-Protocol AROS Core Dev	grant write	7,838
#646	Pdf Extract Experimental Materials AROS Core Dev	grant write	7,785
#647	Brainstorming AROS Core Dev	grant write	7,732
#648	Excel Injection Skill AROS Core Dev	grant write	7,679
#649	Content Proofreading AROS Core Dev	grant write	7,626
#650	Text to Technical Roadmap (DEPRECATED) AROS Core Dev	grant write	7,573
#651	Q&A Prep Partner AROS Core Dev	grant write	7,520
#652	Grant Funding Scout AROS Core Dev	grant write	7,467
#653	Research Proposal Generator AROS Core Dev	grant write	7,414
#654	semantic-consistency-auditor AROS Core Dev	grant write	7,361
#655	Pre-Creation Planner (Blueprint Generation) AROS Core Dev	grant write	7,308
#656	Grant Budget Justification AROS Core Dev	grant write	7,255
#657	Grant Gantt Chart Generator (DEPRECATED) AROS Core Dev	grant write	7,202
#658	Skill Creator AROS Core Dev	writing publishing	7,149
#659	Optional: set for higher rate limits AROS Core Dev	writing publishing	7,096
#660	Markdown and Mermaid Writing AROS Core Dev	writing publishing	7,043
#661	Research Information Lookup AROS Core Dev	writing publishing	6,990
#662	Reference Style Sync AROS Core Dev	writing publishing	6,937
#663	Note Summarizer AROS Core Dev	writing publishing	6,884
#664	Conflict of Interest Checker AROS Core Dev	writing publishing	6,831
#665	Policy: Modular Task Breakdown AROS Core Dev	project management	6,778
#666	1) Choose a source directory containing local literature files AROS Core Dev	project management	6,725
#667	Policy: Content Creation Workflow Structure AROS Core Dev	project management	6,672
#668	FFmpeg Video Editing AROS Core Dev	project management	6,619
#669	AROS Policy: Skill Assignment & Task Definition Workflow AROS Core Dev	project management	6,566
#670	Content Parsing Accuracy Policy AROS Core Dev	project management	6,513
#671	Critical Task Detailed Error Reporting with GEPA Prevention AROS Core Dev	project management	6,460
#672	Dependent Task Input Pre-Check AROS Core Dev	project management	6,407
#673	New Task Initiation Policy AROS Core Dev	project management	6,354
#674	GEPA Error Prevention Rule: Codebase Patch AROS Core Dev	project management	6,301
#675	Modular Task Execution Policy AROS Core Dev	project management	6,248
#676	Using Agent Skills AROS Core Dev	project management	6,195
#677	Data Parsing Skill AROS Core Dev	project management	6,142
#678	SKILL: TaskExecutionEngine AROS Core Dev	project management	6,089
#679	IACUC Protocol Drafter AROS Core Dev	software engineering	6,036
#680	File Security Toolkit AROS Core Dev	software engineering	5,983
#681	Policy: Bioinformatics Pipeline Modular Architecture AROS Core Dev	software engineering	5,930
#682	eCTD XML Compiler AROS Core Dev	software engineering	5,877
#683	Blind Review Sanitizer AROS Core Dev	software engineering	5,824
#684	Conference Abstract Adaptor AROS Core Dev	software engineering	5,771
#685	Agent Communication Policy AROS Core Dev	software engineering	5,718
#686	Policy: Graceful Error Propagation for Data Gaps AROS Core Dev	software engineering	5,665
#687	Dependency Checker AROS Core Dev	software engineering	5,612
#688	Medication Reconciliation AROS Core Dev	software engineering	5,559
#689	Skill: Funding Trend Forecaster OpenClaw Agent	software engineering	5,506
#690	These functions are expected to be provided by the skill implementation (e.g., scripts/download.py or a module it exposes). AROS Core Dev	software engineering	5,453
#691	Policy: Response Clarity and Detail AROS Core Dev	software engineering	5,400
#692	Content Drafting Capability AROS Core Dev	software engineering	5,347
#693	Content Completeness Validator AROS Core Dev	software engineering	5,294
#694	Improve Codebase Architecture AROS Core Dev	software engineering	5,241
#695	User Notification Fallback Mechanism AROS Core Dev	software engineering	5,188
#696	Video Segment Processor AROS Core Dev	software engineering	5,135
#697	Test-Driven Development AROS Core Dev	software engineering	5,082
#698	Policy: User Notification Gating AROS Core Dev	software engineering	5,029
#699	Neoantigen Predictor AROS Core Dev	software engineering	4,976
#700	Academic Norm Review Report AROS Core Dev	software engineering	4,923
#701	Iterative Validation and Self-Correction AROS Core Dev	software engineering	4,870
#702	uv (Python Package Manager) AROS Core Dev	software engineering	4,817
#703	Policy: Foundational Task Output Validation AROS Core Dev	software engineering	4,764
#704	ArXiv Database Skill AROS Core Dev	software engineering	4,711
#705	Networking Email Drafter AROS Core Dev	software engineering	4,658
#706	Open Source License Check AROS Core Dev	software engineering	4,605
#707	Technical Choice Justification Policy AROS Core Dev	software engineering	4,552
#708	Code Simplification AROS Core Dev	software engineering	4,499
#709	Policy: Sub-task Context Propagation AROS Core Dev	software engineering	4,446
#710	CO2 Tank Monitor AROS Core Dev	software engineering	4,393
#711	AROS Policy: Skill & Persona Assignment Workflow AROS Core Dev	software engineering	4,340
#712	Write KI to Filesystem AROS Core Dev	software engineering	4,287
#713	Conference Poster Pitch AROS Core Dev	software engineering	4,234
#714	Cohort Study Quality Assessment (NOS) AROS Core Dev	software engineering	4,181
#715	Tool/Method Availability Check (with GEPA & Confirmation) AROS Core Dev	software engineering	4,128
#716	Policy: Missing Input Handler AROS Core Dev	software engineering	4,075
#717	File Management AROS Core Dev	software engineering	4,022
#718	Articulate Failure Reasons AROS Core Dev	software engineering	3,969
#719	Key Takeaways AROS Core Dev	software engineering	3,916
#720	Skill: Keyword Velocity Tracker AROS Core Dev	software engineering	3,863
#721	Qiskit AROS Core Dev	software engineering	3,810
#722	Meeting Minutes AROS Core Dev	software engineering	3,757
#723	Tool/Method Availability Check (GEPA Mandated) AROS Core Dev	software engineering	3,704
#724	Policy: Request-Content Comparison AROS Core Dev	software engineering	3,651
#725	Policy: Antecedent Task Output Validation AROS Core Dev	software engineering	3,598
#726	Specific Entity Integration Policy AROS Core Dev	software engineering	3,545
#727	Grill Me AROS Core Dev	software engineering	3,492
#728	Policy: Workflow Success Metric AROS Core Dev	software engineering	3,439
#729	ENCODE API Skill AROS Core Dev	software engineering	3,386
#730	Policy: Task Orchestration/Execution (v2.0) AROS Core Dev	software engineering	3,333
#731	Request Clarification Meta-Protocol AROS Core Dev	software engineering	3,280
#732	Protocols.io Integration AROS Core Dev	software engineering	3,227
#733	Market Access Value AROS Core Dev	software engineering	3,174
#734	Biotech Pitch Deck Narrative AROS Core Dev	software engineering	3,121
#735	Missing Input Handling and Improvisation Policy AROS Core Dev	software engineering	3,068
#736	SMILES De-salter AROS Core Dev	software engineering	3,015
#737	Parse an uploaded manuscript into a text file (recommended to avoid console buffer limits) AROS Core Dev	software engineering	2,962
#738	1) Install dependencies AROS Core Dev	software engineering	2,909
#739	Figure Reference Checker AROS Core Dev	software engineering	2,856
#740	Policy: Core Intent Real-Time Tracking AROS Core Dev	software engineering	2,803
#741	Ci Cd And Automation AROS Core Dev	software engineering	2,750
#742	Policy: Mandatory Content Revision Loop AROS Core Dev	software engineering	2,697
#743	Toxicity Structure Alert (Skill ID: 141) AROS Core Dev	software engineering	2,644
#744	1) Search PubMed (biomedical focus) AROS Core Dev	software engineering	2,591
#745	Reference Finder AROS Core Dev	software engineering	2,538
#746	Protocol Standardization AROS Core Dev	software engineering	2,485
#747	medication-adherence-message-gen OpenClaw	software engineering	2,432
#748	run_example.py AROS Core Dev	software engineering	2,379
#749	EBM Calculator AROS Core Dev	software engineering	2,326
#750	Policy: Verification Result Reporting AROS Core Dev	software engineering	2,273
#751	Pipeline Orchestrator AROS Core Dev	software engineering	2,220
#752	Scientific Schematics AROS Core Dev	software engineering	2,167
#753	Rebuttal Letter Strategist AROS Core Dev	software engineering	2,114
#754	Policy: Artifact Context Tracking in Workflows AROS Core Dev	software engineering	2,061
#755	Input Source Integrity Policy AROS Core Dev	software engineering	2,008
#756	Literature Experiment Extract AROS Core Dev	software engineering	1,955
#757	Policy: Logic Pattern Reuse AROS Core Dev	software engineering	1,902
#758	LabArchives Integration AROS Core Dev	software engineering	1,849
#759	Systematic Review Screener AROS Core Dev	software engineering	1,796
#760	Policy: Robust Self-Correction AROS Core Dev	software engineering	1,743
#761	ADME Property Predictor AROS Core Dev	software engineering	1,690
#762	Scite Database Skill AROS Core Dev	software engineering	1,637
#763	Peer Review Response Drafter AROS Core Dev	software engineering	1,584
#764	Global Policy: Keyword and Proper Noun Relevance AROS Core Dev	software engineering	1,531
#765	Policy: Unified Input Handler AROS Core Dev	software engineering	1,478
#766	Android CLI Specialist AROS Core Dev	software engineering	1,425
#767	Literatureimages Interpretation AROS Core Dev	software engineering	1,372
#768	Patent Claim Mapper AROS Core Dev	software engineering	1,319
#769	Deprecation and Migration AROS Core Dev	software engineering	1,266
#770	File Change Tracking Policy and Skill AROS Core Dev	software engineering	1,213
#771	Scholar Evaluation New AROS Core Dev	software engineering	1,160
#772	Xcode Project Setup AROS Core Dev	software engineering	1,107
#773	Pymatgen - Python Materials Genomics AROS Core Dev	software engineering	1,054
#774	Meeting Assistant AROS Core Dev	software engineering	1,001
#775	Pymoo - Multi-Objective Optimization in Python AROS Core Dev	software engineering	948
#776	Validate Required Inputs AROS Core Dev	software engineering	895
#777	Apply Rule of Five to a SMILES string AROS Core Dev	software engineering	842
#778	Biological Insight Interpretation Policy AROS Core Dev	software engineering	789
#779	DPI Upscaler & Checker AROS Core Dev	software engineering	736
#780	Skill Availability Pre-Check AROS Core Dev	software engineering	683
#781	Image Ocr AROS Core Dev	software engineering	630
#782	🚨 CRITICAL INVOCATION PROTOCOL 🚨 AROS Core Dev	software engineering	577
#783	Speech-to-Text AROS Core Dev	software engineering	524
#784	Matchms AROS Core Dev	software engineering	471
#785	Shipping and Launch AROS Core Dev	software engineering	418
#786	Scientific Podcast Summary AROS Core Dev	software engineering	365
#787	Forest Plot Styler AROS Core Dev	software engineering	312
#788	Setup Git Guardrails AROS Core Dev	software engineering	259
#789	Textual Interpretability Policy AROS Core Dev	software engineering	206
#790	Context Engineering AROS Core Dev	software engineering	153
#791	Multi-Source News Writer AROS Core Dev	software engineering	100