1,109 of these skill files have been read, by 811 distinct authors, and what they tell an agent counted. What Architecture & codebase authors agree on, and what they forbid

• 6001

  Init project

  eugenelim/agent-ready-repo/packs/core/.apm/skills/init-project · Skill

  14★ repo

  The complete AI operating model for software teams — from first idea to production. Three peer-supervised loops (discovery → build → release) over a catalogue of curated packs: skills, subagents, and hooks, each installed in one line. It's npm for your coding agent. Any agent, any stack — Claude Code, Codex, Cursor, Copilot, Gemini, Kiro.

• 6002

  Credential setup

  eugenelim/agent-ready-repo/packs/credential-brokers/.apm/skills/credential-setup · Skill

  14★ repo

  The complete AI operating model for software teams — from first idea to production. Three peer-supervised loops (discovery → build → release) over a catalogue of curated packs: skills, subagents, and hooks, each installed in one line. It's npm for your coding agent. Any agent, any stack — Claude Code, Codex, Cursor, Copilot, Gemini, Kiro.

• 6003

  Information architecture

  eugenelim/agent-ready-repo/packs/experience-design/.apm/skills/information-architecture · Skill

  14★ repo

  The complete AI operating model for software teams — from first idea to production. Three peer-supervised loops (discovery → build → release) over a catalogue of curated packs: skills, subagents, and hooks, each installed in one line. It's npm for your coding agent. Any agent, any stack — Claude Code, Codex, Cursor, Copilot, Gemini, Kiro.

• 6004

  Android architecture clean

  krutikJain/android-agent-skills/skills/android-architecture-clean · Skill

  14★ repo

  Android skills repository for Kotlin, Compose, XML, testing, CI, release work, and legacy upgrades

• 6005

  Bootstrap confidence interval computation

  HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/bootstrap-confidence-interval-computation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6006

  Configuration file generation and templating

  HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/configuration-file-generation-and-templating · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6007

  Hi c matrix normalization pipeline setup

  HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/hi-c-matrix-normalization-pipeline-setup · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6008

  Hpc cluster scheduler configuration

  HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/hpc-cluster-scheduler-configuration · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6009

  Juicer pipeline configuration and execution

  HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/juicer-pipeline-configuration-and-execution · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6010

  Makefile based build system configuration

  HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/makefile-based-build-system-configuration · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6011

  Methylkit database mode configuration

  HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/methylkit-database-mode-configuration · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6012

  Software environment containerization setup

  HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/software-environment-containerization-setup · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6013

  System path configuration and environment setup

  HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/system-path-configuration-and-environment-setup · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6014

  Api contract validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/api-contract-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6015

  Configuration file generation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/configuration-file-generation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6016

  Configuration object pattern

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/configuration-object-pattern · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6017

  Container networking configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/container-networking-configuration · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6018

  Deep learning architecture implementation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/deep-learning-architecture-implementation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6019

  Deep learning model architecture validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/deep-learning-model-architecture-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6020

  Derivatizing matrix configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/derivatizing-matrix-configuration · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6021

  Development environment setup

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/development-environment-setup · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6022

  Documentation mining for project architecture

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/documentation-mining-for-project-architecture · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6023

  Fixed architecture layer validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/fixed-architecture-layer-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6024

  Formula sampler configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/formula-sampler-configuration · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6025

  Formula transformer architecture application

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/formula-transformer-architecture-application · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6026

  Fragment assembly transformer architecture

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/fragment-assembly-transformer-architecture · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6027

  Github actions workflow configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/github-actions-workflow-configuration · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6028

  Graph neural network architecture implementation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/graph-neural-network-architecture-implementation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6029

  Mass spectrometer simulator configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-spectrometer-simulator-configuration · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6030

  Memo ms api usage and parameter configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/memo-ms-api-usage-and-parameter-configuration · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6031

  Metabolomics peak detection configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/metabolomics-peak-detection-configuration · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6032

  Module dispatch architecture analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/module-dispatch-architecture-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6033

  Neural network architecture design

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/neural-network-architecture-design · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6034

  Neural network architecture extension

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/neural-network-architecture-extension · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6035

  Orchestrator architecture design

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/orchestrator-architecture-design · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6036

  Package manager environment setup

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/package-manager-environment-setup · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6037

  Platform specific code refactoring

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/platform-specific-code-refactoring · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6038

  Pull request change tracking

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/pull-request-change-tracking · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6039

  Python environment configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/python-environment-configuration · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6040

  Python environment setup and reproducibility

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/python-environment-setup-and-reproducibility · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6041

  Python environment setup

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/python-environment-setup · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6042

  Python package migration and refactoring

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/python-package-migration-and-refactoring · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6043

  R parallel backend configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/r-parallel-backend-configuration · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6044

  Repository source code setup

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/repository-source-code-setup · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6045

  Rest api contract documentation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/rest-api-contract-documentation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6046

  Search mode configuration optimization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/search-mode-configuration-optimization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6047

  Shell environment setup and dependency management

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/shell-environment-setup-and-dependency-management · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6048

  Siamese architecture scoring

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/siamese-architecture-scoring · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6049

  Simulation control loop architecture

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/simulation-control-loop-architecture · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6050

  Singularity container backend setup

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/singularity-container-backend-setup · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6051

  Software architecture documentation review

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/software-architecture-documentation-review · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6052

  Targeted peak integration configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/targeted-peak-integration-configuration · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6053

  Toml configuration file preparation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/toml-configuration-file-preparation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6054

  Transformer architecture implementation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/transformer-architecture-implementation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6055

  Two layer architecture dispatch testing

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/two-layer-architecture-dispatch-testing · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6056

  Vimms controller configuration and execution

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/vimms-controller-configuration-and-execution · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6057

  Workflow architecture documentation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/workflow-architecture-documentation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6058

  Workflow configuration and parameterization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/workflow-configuration-and-parameterization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6059

  Api contract validation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/api-contract-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6060

  Application server datasource configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/application-server-datasource-configuration · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder