2,010 of these skill files have been read, by 1,360 distinct authors, and what they tell an agent counted. What Plan & spec authors agree on, and what they forbid

• 4621

  Ranked annotation prioritization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ranked-annotation-prioritization · Skill

  15★ repo

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

• 4622

  Ranked candidate prioritization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ranked-candidate-prioritization · Skill

  15★ repo

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

• 4623

  Retention time regression output specification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/retention-time-regression-output-specification · Skill

  15★ repo

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

• 4624

  Scalability extrapolation and throughput estimation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/scalability-extrapolation-and-throughput-estimation · Skill

  15★ repo

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

• 4625

  Set activity prioritization ranking

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/set-activity-prioritization-ranking · Skill

  15★ repo

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

• 4626

  Singular value decomposition metabolomics

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/singular-value-decomposition-metabolomics · Skill

  15★ repo

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

• 4627

  Skyline import format specification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/skyline-import-format-specification · Skill

  15★ repo

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

• 4628

  Statistical significance estimation mass spectrometry

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/statistical-significance-estimation-mass-spectrometry · Skill

  15★ repo

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

• 4629

  Uncertainty estimation across models

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/uncertainty-estimation-across-models · Skill

  15★ repo

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

• 4630

  Variance estimation within and between groups

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/variance-estimation-within-and-between-groups · Skill

  15★ repo

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

• 4631

  Binary format specification implementation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/binary-format-specification-implementation · Skill

  15★ repo

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

• 4632

  Cascade search strategy fdr control

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/cascade-search-strategy-fdr-control · Skill

  15★ repo

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

• 4633

  Cascade search strategy implementation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/cascade-search-strategy-implementation · Skill

  15★ repo

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

• 4634

  Chromatographic baseline estimation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/chromatographic-baseline-estimation · Skill

  15★ repo

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

• 4635

  False discovery rate estimation untargeted

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/false-discovery-rate-estimation-untargeted · Skill

  15★ repo

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

• 4636

  Fdr aware psm retention strategy

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/fdr-aware-psm-retention-strategy · Skill

  15★ repo

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

• 4637

  Ms signal correction strategy selection

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/ms-signal-correction-strategy-selection · Skill

  15★ repo

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

• 4638

  Peak border center estimation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/peak-border-center-estimation · Skill

  15★ repo

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

• 4639

  Reference feature combination strategy

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/reference-feature-combination-strategy · Skill

  15★ repo

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

• 4640

  Singular value decomposition pathway analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/singular-value-decomposition-pathway-analysis · Skill

  15★ repo

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

• 4641

  Tic peak boundary estimation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/tic-peak-boundary-estimation · Skill

  15★ repo

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

• 4642

  Xcms parameter estimation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/xcms-parameter-estimation · Skill

  15★ repo

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

• 4643

  Hdf5 file structure specification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/hdf5-file-structure-specification · Skill

  15★ repo

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

• 4644

  Metabolite detection frequency estimation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/metabolite-detection-frequency-estimation · Skill

  15★ repo

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

• 4645

  Noise estimation snr thresholding

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/noise-estimation-snr-thresholding · Skill

  15★ repo

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

• 4646

  Vendor file format specification handling

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/vendor-file-format-specification-handling · Skill

  15★ repo

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

• 4647

  Fusion pooling strategy implementation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/fusion-pooling-strategy-implementation · Skill

  15★ repo

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

• 4648

  Hybrid model fusion strategy

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/hybrid-model-fusion-strategy · Skill

  15★ repo

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

• 4649

  Memory mapped file selection strategy

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/memory-mapped-file-selection-strategy · Skill

  15★ repo

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

• 4650

  Pathway ranking and prioritization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/pathway-ranking-and-prioritization · Skill

  15★ repo

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

• 4651

  Peaklist metabolite assignment prioritization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/peaklist-metabolite-assignment-prioritization · Skill

  15★ repo

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

• 4652

  Sample prioritization through structural clustering

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/sample-prioritization-through-structural-clustering · Skill

  15★ repo

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

• 4653

  Spec mining

  alexander-danilenko/cortex-ai-skills/skills/spec-mining · Skill

  14★ repo

  Opinionated AI Coding Skills for AI coding agents

• 4654

  Autobuild

  ngocsangyem/MeowKit/.claude/skills/autobuild · Skill

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code

• 4655

  Confluence spec analyst

  ngocsangyem/MeowKit/.claude/skills/confluence-spec-analyst · Skill

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code

• 4656

  Plan ceo review

  ngocsangyem/MeowKit/.claude/skills/plan-ceo-review · Skill

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code

• 4657

  Plan creator

  ngocsangyem/MeowKit/.claude/skills/plan-creator · Skill

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code

• 4658

  Planning engine

  ngocsangyem/MeowKit/.claude/skills/planning-engine · Skill

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code

• 4659

  Validate plan

  ngocsangyem/MeowKit/.claude/skills/validate-plan · Skill

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code

• 4660

  Visual plan

  ngocsangyem/MeowKit/.claude/skills/visual-plan · Skill

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code

• 4661

  Mk confluence spec analyst

  ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/codex/root/.agents/skills/mk-confluence-spec-analyst · Skill

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code

• 4662

  Mk plan ceo review

  ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/codex/root/.agents/skills/mk-plan-ceo-review · Skill

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code

• 4663

  Mk plan creator

  ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/codex/root/.agents/skills/mk-plan-creator · Skill

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code

• 4664

  Mk planning engine

  ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/codex/root/.agents/skills/mk-planning-engine · Skill

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code

• 4665

  Mk validate plan

  ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/codex/root/.agents/skills/mk-validate-plan · Skill

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code

• 4666

  Mk visual plan

  ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/codex/root/.agents/skills/mk-visual-plan · Skill

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code

• 4667

  Mk confluence spec analyst

  ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/cursor/root/.cursor/skills/mk-confluence-spec-analyst · Skill

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code

• 4668

  Mk plan ceo review

  ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/cursor/root/.cursor/skills/mk-plan-ceo-review · Skill

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code

• 4669

  Mk plan creator

  ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/cursor/root/.cursor/skills/mk-plan-creator · Skill

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code

• 4670

  Mk planning engine

  ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/cursor/root/.cursor/skills/mk-planning-engine · Skill

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code

• 4671

  Mk validate plan

  ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/cursor/root/.cursor/skills/mk-validate-plan · Skill

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code

• 4672

  Mk visual plan

  ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/cursor/root/.cursor/skills/mk-visual-plan · Skill

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code

• 4673

  Plan feature

  Shoebtamboli/rails_claude_skills/lib/generators/claude/skills_library/plan-feature · Skill

  14★ repo

  A Rails generator gem that scaffolds Claude AI skills and agents for any Rails project.

• 4674

  Dev buddy decompose

  Z-M-Huang/vcp/plugins/dev-buddy/skills/dev-buddy-decompose · Skill

  14★ repo

  Vibe Coding Protocal - Security-first protocol for AI-generated code, multiple standards with real-time enforcement and multi-AI pipeline orchestration

• 4675

  Dev buddy plan lint

  Z-M-Huang/vcp/plugins/dev-buddy/skills/dev-buddy-plan-lint · Skill

  14★ repo

  Vibe Coding Protocal - Security-first protocol for AI-generated code, multiple standards with real-time enforcement and multi-AI pipeline orchestration

• 4676

  Vcp test plan

  Z-M-Huang/vcp/plugins/vcp/skills/vcp-test-plan · Skill

  14★ repo

  Vibe Coding Protocal - Security-first protocol for AI-generated code, multiple standards with real-time enforcement and multi-AI pipeline orchestration

• 4677

  Geo proposal

  techhorizonlabs/thl-open/skills/geo-proposal · Skill

  14★ repo

  AI-visibility engineering, the open way — a Claude Code GEO/AI-search audit suite, two original tools (agent-readiness-scan + audit-report-kit), and the THL method that ties them together.

• 4678

  Bounded orchestration contract

  markoblogo/abvx-agent-skills/skills/bounded-orchestration-contract · Skill

  14★ repo

  Reviewable capability layer for coding agents. Portable skills, delivery gates, workflow patterns, and verification-first engineering.

• 4679

  Brief first execution

  markoblogo/abvx-agent-skills/skills/brief-first-execution · Skill

  14★ repo

  Reviewable capability layer for coding agents. Portable skills, delivery gates, workflow patterns, and verification-first engineering.

• 4680

  Filesystem context discipline

  markoblogo/abvx-agent-skills/skills/filesystem-context-discipline · Skill

  14★ repo

  Reviewable capability layer for coding agents. Portable skills, delivery gates, workflow patterns, and verification-first engineering.