1,113 of these skill files have been read, by 1,020 distinct authors, and what they tell an agent counted. What Debug & triage authors agree on, and what they forbid

• 2461

  Installation troubleshooting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/installation-troubleshooting · Skill

  15★ repo

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

• 2462

  Mass defect calculation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-defect-calculation · Skill

  15★ repo

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

• 2463

  Md defect ratio calculation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/md-defect-ratio-calculation · Skill

  15★ repo

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

• 2464

  Ms2 diagnostic fragment matching

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/ms2-diagnostic-fragment-matching · Skill

  15★ repo

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

• 2465

  Structured logging and metric extraction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/structured-logging-and-metric-extraction · Skill

  15★ repo

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

• 2466

  Api error handling and rate limiting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/api-error-handling-and-rate-limiting · Skill

  15★ repo

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

• 2467

  Api response error handling

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/api-response-error-handling · Skill

  15★ repo

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

• 2468

  Deletion reason logging and traceability

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/deletion-reason-logging-and-traceability · Skill

  15★ repo

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

• 2469

  Diagnostic fragment annotation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/diagnostic-fragment-annotation · Skill

  15★ repo

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

• 2470

  Diagnostic plot generation for batch effects

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/diagnostic-plot-generation-for-batch-effects · Skill

  15★ repo

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

• 2471

  Diagnostic plot rendering

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/diagnostic-plot-rendering · Skill

  15★ repo

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

• 2472

  Diagnostic quality assessment of chromatographic peaks

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/diagnostic-quality-assessment-of-chromatographic-peaks · Skill

  15★ repo

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

• 2473

  Error handling confirmation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/error-handling-confirmation · Skill

  15★ repo

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

• 2474

  Error handling for unsupported formats

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/error-handling-for-unsupported-formats · Skill

  15★ repo

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

• 2475

  Feature grouping by mass defect

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/feature-grouping-by-mass-defect · Skill

  15★ repo

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

• 2476

  File format conversion troubleshooting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/file-format-conversion-troubleshooting · Skill

  15★ repo

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

• 2477

  File io error handling robustness

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/file-io-error-handling-robustness · Skill

  15★ repo

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

• 2478

  Gam model diagnostic evaluation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/gam-model-diagnostic-evaluation · Skill

  15★ repo

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

• 2479

  Graphical interface error handling

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/graphical-interface-error-handling · Skill

  15★ repo

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

• 2480

  Installation troubleshooting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/installation-troubleshooting · Skill

  15★ repo

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

• 2481

  Java diagnostic tool operation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/java-diagnostic-tool-operation · Skill

  15★ repo

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

• 2482

  Kendrick mass defect calculation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/kendrick-mass-defect-calculation · Skill

  15★ repo

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

• 2483

  Logging and audit trail generation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/logging-and-audit-trail-generation · Skill

  15★ repo

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

• 2484

  Mass defect calculation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-defect-calculation · Skill

  15★ repo

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

• 2485

  Mass defect filtering for chemical validity

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-defect-filtering-for-chemical-validity · Skill

  15★ repo

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

• 2486

  Mass defect filtering

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-defect-filtering · Skill

  15★ repo

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

• 2487

  Md defect ratio calculation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/md-defect-ratio-calculation · Skill

  15★ repo

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

• 2488

  Model parameter inspection and logging

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/model-parameter-inspection-and-logging · Skill

  15★ repo

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

• 2489

  Ms2 diagnostic fragment matching

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/ms2-diagnostic-fragment-matching · Skill

  15★ repo

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

• 2490

  Relative mass defect window filtering

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/relative-mass-defect-window-filtering · Skill

  15★ repo

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

• 2491

  Run order diagnostic plotting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/run-order-diagnostic-plotting · Skill

  15★ repo

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

• 2492

  Spectrum filtering with deletion logging

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectrum-filtering-with-deletion-logging · Skill

  15★ repo

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

• 2493

  Structured logging and metric extraction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/structured-logging-and-metric-extraction · Skill

  15★ repo

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

• 2494

  C stream io debugging

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/c-stream-io-debugging · Skill

  15★ repo

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

• 2495

  Test failure diagnosis and logging analysis

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/test-failure-diagnosis-and-logging-analysis · Skill

  15★ repo

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

• 2496

  Diagnostic fragment annotation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/diagnostic-fragment-annotation · Skill

  15★ repo

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

• 2497

  Diagnostic quality assessment of chromatographic peaks

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/diagnostic-quality-assessment-of-chromatographic-peaks · Skill

  15★ repo

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

• 2498

  Feature grouping by mass defect

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/feature-grouping-by-mass-defect · Skill

  15★ repo

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

• 2499

  File format conversion troubleshooting

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/file-format-conversion-troubleshooting · Skill

  15★ repo

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

• 2500

  Installation troubleshooting

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/installation-troubleshooting · Skill

  15★ repo

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

• 2501

  Kendrick mass defect calculation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/kendrick-mass-defect-calculation · Skill

  15★ repo

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

• 2502

  Mass defect calculation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-defect-calculation · Skill

  15★ repo

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

• 2503

  Mass defect filtering for chemical validity

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-defect-filtering-for-chemical-validity · Skill

  15★ repo

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

• 2504

  Mass defect filtering

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/mass-defect-filtering · Skill

  15★ repo

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

• 2505

  Md defect ratio calculation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/md-defect-ratio-calculation · Skill

  15★ repo

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

• 2506

  Ms2 diagnostic fragment matching

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ms2-diagnostic-fragment-matching · Skill

  15★ repo

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

• 2507

  Relative mass defect window filtering

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/relative-mass-defect-window-filtering · Skill

  15★ repo

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

• 2508

  Deletion reason logging and traceability

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/deletion-reason-logging-and-traceability · Skill

  15★ repo

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

• 2509

  Error handling confirmation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/error-handling-confirmation · Skill

  15★ repo

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

• 2510

  File io error handling robustness

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/file-io-error-handling-robustness · Skill

  15★ repo

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

• 2511

  Gam model diagnostic evaluation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/gam-model-diagnostic-evaluation · Skill

  15★ repo

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

• 2512

  Spectrum filtering with deletion logging

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/spectrum-filtering-with-deletion-logging · Skill

  15★ repo

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

• 2513

  Error handling for unsupported formats

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/error-handling-for-unsupported-formats · Skill

  15★ repo

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

• 2514

  Root cause tracing

  a-ariff/ariff-claude-plugins/plugins/root-cause-tracing/skills/root-cause-tracing · Skill

  14★ repo

  65 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.

• 2515

  Triage

  2389-research/binary-re/skills/triage · Skill

  14★ repo

  Agentic binary reverse engineering for ELF binaries on ARM64, ARMv7, x86_64 - hypothesis-driven analysis with radare2, Ghidra, GDB, QEMU

• 2516

  Build fix

  ngocsangyem/MeowKit/.claude/skills/build-fix · Skill

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code

• 2517

  Investigate

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

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code

• 2518

  Mk build fix

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

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code

• 2519

  Mk investigate

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

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code

• 2520

  Mk build fix

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

  14★ repo

  Production ready. AI Agent Workflow System for Claude Code