Review & quality
19,471 rows, by stacks then stars
1,766 of these skill files have been read, by 1,273 distinct authors, and what they tell an agent counted. What Review & quality authors agree on, and what they forbid
Computational reproducibility verification
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/computational-reproducibility-verification Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Data format validation and integrity checking
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/data-format-validation-and-integrity-checking Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Git repository cloning and version control
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/git-repository-cloning-and-version-control Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Java build artifact validation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/java-build-artifact-validation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mass spectrometry peak validation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/mass-spectrometry-peak-validation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Metabolite identification validation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/metabolite-identification-validation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Model validation and performance evaluation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/model-validation-and-performance-evaluation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Msi data matrix import and validation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/msi-data-matrix-import-and-validation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Msimagingexperiment object validation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/msimagingexperiment-object-validation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Multi modal spot validation and quality assessment
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/multi-modal-spot-validation-and-quality-assessment Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Reference dataset validation for metabolite ions
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/reference-dataset-validation-for-metabolite-ions Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/release-branch-management Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Spectral dimension verification
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/spectral-dimension-verification Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Chemical graph connectivity validation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/chemical-graph-connectivity-validation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/entrypoint-verification Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/file-integrity-validation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/json-schema-validation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/mass-spectral-data-validation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Model metadata schema verification
HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/model-metadata-schema-verification Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Molecular structure prediction validation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/molecular-structure-prediction-validation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Multimodal tensor construction and validation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/multimodal-tensor-construction-and-validation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Spectral peak data validation and parsing
HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/spectral-peak-data-validation-and-parsing Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/spectral-peak-validation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Tool initialization verification
HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/tool-initialization-verification Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Validation error categorization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/validation-error-categorization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Benkapner/claude-code-basecamp/skills/security-check Skill
14★ repoA meta-repository for Claude Code users that includes workspace setup (skills, commands, hooks)
Benkapner/claude-code-basecamp/skills/verification-loop Skill
14★ repoA meta-repository for Claude Code users that includes workspace setup (skills, commands, hooks)
a-ariff/ariff-claude-plugins/plugins/cross-checker/skills/cross-checker Skill
14★ repo65 plugins that turn Claude Code into an autonomous development team. 24 agents, 34 skills, 5 hooks. Includes 12-plugin anti-hallucination suite. One-line install.
a-ariff/ariff-claude-plugins/plugins/plugin-checker/skills/plugin-checker Skill
14★ repo65 plugins that turn Claude Code into an autonomous development team. 24 agents, 34 skills, 5 hooks. Includes 12-plugin anti-hallucination suite. One-line install.
Verification before completion
a-ariff/ariff-claude-plugins/plugins/verification-before-completion/skills/verification-before-completion Skill
14★ repo65 plugins that turn Claude Code into an autonomous development team. 24 agents, 34 skills, 5 hooks. Includes 12-plugin anti-hallucination suite. One-line install.
Midstall/claude-for-hardware/skills/differential-verification Skill
14★ repoClaude Code skills for hardware design, validation, and bring-up
ngocsangyem/MeowKit/.claude/skills/grill Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/.claude/skills/improve-codebase-architecture Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/.claude/skills/jira-dev Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/.claude/skills/lint-and-validate Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/.claude/skills/loop Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/.claude/skills/plan-ceo-review Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/.claude/skills/preview Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/.claude/skills/resolving-merge-conflicts Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/.claude/skills/respond-pr Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/.claude/skills/review-pr Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/.claude/skills/review Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/.claude/skills/verify Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/.claude/skills/visual-plan Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/codex/root/.agents/skills/mk-grill Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
Mk improve codebase architecture
ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/codex/root/.agents/skills/mk-improve-codebase-architecture Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/codex/root/.agents/skills/mk-jira-dev Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/codex/root/.agents/skills/mk-lint-and-validate Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/codex/root/.agents/skills/mk-plan-ceo-review Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/codex/root/.agents/skills/mk-resolving-merge-conflicts Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/codex/root/.agents/skills/mk-respond-pr Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/codex/root/.agents/skills/mk-review-pr Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/codex/root/.agents/skills/mk-review Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/codex/root/.agents/skills/mk-verify Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/cursor/root/.cursor/skills/mk-grill Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
Mk improve codebase architecture
ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/cursor/root/.cursor/skills/mk-improve-codebase-architecture Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/cursor/root/.cursor/skills/mk-jira-dev Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/cursor/root/.cursor/skills/mk-lint-and-validate Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/cursor/root/.cursor/skills/mk-plan-ceo-review Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/cursor/root/.cursor/skills/mk-resolving-merge-conflicts Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code