Use when creating or updating city-based gourmet research outputs that require multi-source evidence, standardized scoring, and structured audit files.
Score 70/100
Internal guidance for composing Codex and GPT-5.4 prompts for coding, review, diagnosis, and research tasks inside the Codex Claude Code plugin
Score 70/100
Post-training 4-bit quantization for LLMs with minimal accuracy loss. Use for deploying large models (70B, 405B) on consumer GPUs, when you need 4× memory reduction with <2%…
Score 70/100
Research and explain GPU-driven rendering techniques, find academic papers on graphics algorithms (APV, Spherical Harmonics, BVH), explain complex rendering concepts, and bridge…
Score 70/100
Trigger GRADE quality assessment automatically when new research sources or findings enter the corpus
Score 70/100
Transform research ideas into compelling, fundable grant proposals (NSF, NIH, ERC).
Score 70/100
Expert guidance for setting up and organising research grant applications following established patterns for UKRI, EU, and other funding bodies
Score 70/100
Use grant budget justification for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
Score 70/100
Expert knowledge of research grant compliance requirements, deliverables tracking, and funder expectations.
Score 70/100
Tracks every grant application, funding deadline, and submission requirement referenced in email — surfacing what is due, who is responsible for each section, what is still…
Score 70/100
Analyze grant management and sponsored research operations including proposal lifecycle tracking, pre-award routing and budget development, post-award expenditure monitoring and…
Score 70/100
Draft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU), DFG (Germany),…
Score 70/100
Use when writing or reviewing NIH, NSF, or foundation grant proposals. Invoke when user mentions specific aims, R01, R21, K-series, significance, innovation, approach section,…
Score 70/100
Use when interpreting scientific graphs and charts, explaining data visualizations for research presentations, writing figure captions for publications, or analyzing trends in…
Score 70/100
Expert assistance with GraphPad Prism scientific graphing and statistics software, specializing in Prism scripting for automation, batch processing, and data analysis workflows.
Score 70/100
Design guide RNAs for CRISPR-Cas9/Cas12a experiments using CRISPRscan and local scoring algorithms. Score guides for on-target activity using Rule Set 2 and Azimuth models.
Score 70/100
Comprehensive backlog grooming. Orchestrates issue-creator skills and agents. Creates prioritized GitHub issues across all domains.
Score 70/100
Provide accurate, evidence-based answers by referencing sources from documents, textbooks, or research papers. Use when user asks for factual or source-backed responses.
Score 70/100
Epistemic honesty protocol for code research. Forces uncertainty admission, cascading verification through authoritative sources (deepwiki, submodules, web), and approach…
Score 70/100
Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training
Score 70/100
Orchestrate project initialization with parallel research and roadmap creation
Score 70/100
Orchestrate phase planning with research, planning, and verification loop
Score 70/100
Parse, query, and convert GTF and GFF3 annotation files. Extract gene, transcript, and exon coordinates using gffread, gtfparse, and gffutils.
Score 70/100
Launch new products from idea to first customers. Use when launching products, finding early adopters, building launch week playbooks, diagnosing why adoption stalls, or learning…
Score 70/100
Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step workflows with Guidance - Microsoft…
Score 70/100
Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step workflows with Guidance - Microsoft…
Score 70/100
Query NHGRI-EBI GWAS Catalog for SNP-trait associations. Search variants by rs ID, disease/trait, gene, retrieve p-values and summary statistics, for genetic epidemiology and…
Score 70/100
Query NHGRI-EBI GWAS Catalog for SNP-trait associations. Search variants by rs ID, disease/trait, gene, retrieve p-values and summary statistics, for genetic epidemiology and…
Score 70/100
End-to-end GWAS workflow from VCF to association results. Covers PLINK QC, population structure correction, and association testing for case-control or quantitative traits.
Score 70/100
Apply cutting-edge exercise science from 2025 research on hypertrophy, progressive overload, biomechanics, and evidence-based training protocols for optimal strength and muscle…
Score 70/100
Set up Home Assistant energy monitoring with dashboards, solar, grid, and device tracking. Use when configuring energy sensors, utility meters, statistics, or analyzing…
Score 70/100
Generates professional performance analysis reports from SDL3 HammerEngine benchmark results including statistical analysis, comparison tables, visualizations, and…
Score 70/100
Harmony batch correction for scRNA-seq and other omics. Removes batch effects from PCA embeddings while preserving biology. Run after PCA, before UMAP.
Score 70/100
Deep hashtag research and optimization for Instagram — analyze volume, competition, relevance to generate the optimal 30-tag set per post.
Score 70/100
Research and strategize hashtag usage for maximum social media reach and discovery
Score 70/100
Explique des résultats d'analyses médicales en langage simple. À utiliser quand l'utilisateur colle un bilan sanguin, une analyse, des valeurs biologiques ou demande ce que…
Score 70/100
Résume prudemment des articles, recommandations ou contenus médicaux. À utiliser quand l'utilisateur demande une synthèse scientifique, une revue rapide, ou veut comprendre des…
Score 70/100
Read, write, and query Apple Health data using HealthKit. Covers HKHealthStore authorization, sample queries, statistics queries, statistics collection queries for charts, saving…
Score 70/100
Query the OFR (Office of Financial Research) Hedge Fund Monitor API for hedge fund data including SEC Form PF aggregated statistics, CFTC Traders in Financial Futures, FICC…
Score 70/100
Heme/Onc consultant: Rapid clinical decision support for hematology and oncology with multi-level analysis.
Score 70/100
Homer L6 — Sleep-time learning distillation agent. Mines every `_learnings.md` file across skills + `~/.claude/shared/_shared_learnings.md` + `Toke/research/` + Mnemos archival.
Score 70/100
Structured ideation primitive for hex. Ingests evolution/observations.md, todo.md backlog, project contexts, and raw/captures/ — then thematically clusters them into candidate…
Score 70/100
Hierarchical memory architecture combining short-term, long-term, and episodic memory layers. Based on Mem0 research showing 26% accuracy improvement.
Score 70/100
Quickly judges whether a biomedical paper is worth deep reading by screening for question fit, design quality, sample adequacy, methodological novelty, and reproducibility value.
Score 70/100
Comprehensive, research-backed Hinge dating profile optimization. Use when someone wants to improve their Hinge profile, audit an existing profile, write better prompts/captions,…
Score 70/100
Detect hints about unreleased AI research or capabilities from lab researcher communications. Use when analyzing tweets, posts, or interviews from people at major AI labs to…
Score 70/100
WSI processing for digital pathology. Tissue detection, tile extraction (random, grid, score-based), filter pipelines for H&E/IHC. For dataset prep, tile-based DL, slide QC.
Score 70/100
Statistical methods for calling hits in CRISPR screens. Covers MAGeCK, BAGEL2, drugZ, and custom approaches for identifying essential and resistance genes.
Score 70/100
Supreme diagnose-research-implement-verify engine. Combines devTeam (calibrated diagnosis with regression guard) and profTeam (adaptive agents with ROI tracking) in a convergent…
Score 70/100
Automated service deployment with validation, templating, and verification - use when deploying new services, updating existing deployments, or troubleshooting deployment issues
Score 70/100
Use when working with Proxmox homelab infrastructure - Terraform provisioning, Ansible configuration, or Nix devshells. Covers LXC containers, services, secrets, and IaC workflows.
Score 70/100
Home network architecture from scratch — gateway placement, switch and AP selection, IP addressing scheme design, DHCP scoping, and common setup mistakes for homelab beginners.
Score 70/100
Pi-hole installation, blocklist management, DNS-over-HTTPS setup, DHCP integration, local DNS records, and troubleshooting broken DNS resolution on a home network.
Score 70/100
Segmenting home networks into VLANs for IoT, guest, trusted, and server traffic using UniFi, pfSense/OPNsense, and MikroTik — including switch trunk config, firewall rules, and…
Score 70/100
WireGuard VPN server setup, peer configuration, key generation, split tunneling vs full tunnel routing, and remote access to a home network from mobile and laptop clients.
Score 70/100
De novo and known TF motif enrichment in ChIP-seq/ATAC-seq peaks via HOMER. findMotifsGenome.pl finds over-represented patterns vs background; annotatePeaks.pl assigns context…
Score 70/100
Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional…
Score 70/100
Track ML experiments with Trackio using Python logging, alerts, and CLI metric retrieval.
Score 70/100
Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional…
Score 70/100
Look up and read Hugging Face paper pages in markdown, and use the papers API for structured metadata such as authors, linked models/datasets/spaces, Github repo and project page.
Score 70/100