2,072 of these skill files have been read, by 1,193 distinct authors, and what they tell an agent counted. What Context & AI engineering authors agree on, and what they forbid

• 12421

  Debugging

  qdrant/skills/skills/qdrant-monitoring/debugging · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12422

  Setup

  qdrant/skills/skills/qdrant-monitoring/setup · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12423

  Qdrant multitenancy

  qdrant/skills/skills/qdrant-multitenancy · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12424

  Qdrant performance optimization

  qdrant/skills/skills/qdrant-performance-optimization · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12425

  Indexing performance optimization

  qdrant/skills/skills/qdrant-performance-optimization/indexing-performance-optimization · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12426

  Memory usage optimization

  qdrant/skills/skills/qdrant-performance-optimization/memory-usage-optimization · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12427

  Search speed optimization

  qdrant/skills/skills/qdrant-performance-optimization/search-speed-optimization · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12428

  Qdrant scaling

  qdrant/skills/skills/qdrant-scaling · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12429

  Minimize latency

  qdrant/skills/skills/qdrant-scaling/minimize-latency · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12430

  Scaling data volume

  qdrant/skills/skills/qdrant-scaling/scaling-data-volume · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12431

  Horizontal scaling

  qdrant/skills/skills/qdrant-scaling/scaling-data-volume/horizontal-scaling · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12432

  Sliding time window

  qdrant/skills/skills/qdrant-scaling/scaling-data-volume/sliding-time-window · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12433

  Tenant scaling

  qdrant/skills/skills/qdrant-scaling/scaling-data-volume/tenant-scaling · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12434

  Vertical scaling

  qdrant/skills/skills/qdrant-scaling/scaling-data-volume/vertical-scaling · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12435

  Scaling qps

  qdrant/skills/skills/qdrant-scaling/scaling-qps · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12436

  Scaling query volume

  qdrant/skills/skills/qdrant-scaling/scaling-query-volume · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12437

  Qdrant search quality

  qdrant/skills/skills/qdrant-search-quality · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12438

  Diagnosis

  qdrant/skills/skills/qdrant-search-quality/diagnosis · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12439

  Search strategies

  qdrant/skills/skills/qdrant-search-quality/search-strategies · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12440

  Hybrid search

  qdrant/skills/skills/qdrant-search-quality/search-strategies/hybrid-search · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12441

  Combining searches

  qdrant/skills/skills/qdrant-search-quality/search-strategies/hybrid-search/combining-searches · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12442

  Search types

  qdrant/skills/skills/qdrant-search-quality/search-strategies/hybrid-search/search-types · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12443

  Relevance feedback

  qdrant/skills/skills/qdrant-search-quality/search-strategies/relevance-feedback · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12444

  Qdrant version upgrade

  qdrant/skills/skills/qdrant-version-upgrade · Skill

  220★ repo

  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

• 12445

  Mcp builder

  ReinaMacCredy/maestro/.claude/skills/mcp-builder · Skill

  219★ repo

  Agent harness for codebases. Gives Claude Code, Codex, and CI a shared task system, verdict ledger, and state store so agent work is traceable and auditable.

• 12446

  Mcp for agents

  ReinaMacCredy/maestro/.claude/skills/mcp-for-agents · Skill

  219★ repo

  Agent harness for codebases. Gives Claude Code, Codex, and CI a shared task system, verdict ledger, and state store so agent work is traceable and auditable.

• 12447

  Prompt leverage

  ReinaMacCredy/maestro/.claude/skills/prompt-leverage · Skill

  219★ repo

  Agent harness for codebases. Gives Claude Code, Codex, and CI a shared task system, verdict ledger, and state store so agent work is traceable and auditable.

• 12448

  Agentsop agent topology selection

  agentsope/SkillAlchemy/skills/agentsop-agent-topology-selection · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12449

  Agentsop bounded loop

  agentsope/SkillAlchemy/skills/agentsop-bounded-loop · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12450

  Agentsop context scope discipline

  agentsope/SkillAlchemy/skills/agentsop-context-scope-discipline · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12451

  Agentsop conventions pinning

  agentsope/SkillAlchemy/skills/agentsop-conventions-pinning · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12452

  Agentsop crewai

  agentsope/SkillAlchemy/skills/agentsop-crewai · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12453

  Agentsop dify

  agentsope/SkillAlchemy/skills/agentsop-dify · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12454

  Agentsop domain eval set

  agentsope/SkillAlchemy/skills/agentsop-domain-eval-set · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12455

  Agentsop dspy

  agentsope/SkillAlchemy/skills/agentsop-dspy · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12456

  Agentsop framework selection

  agentsope/SkillAlchemy/skills/agentsop-framework-selection · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12457

  Agentsop http tool wrapping

  agentsope/SkillAlchemy/skills/agentsop-http-tool-wrapping · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12458

  Agentsop langgraph

  agentsope/SkillAlchemy/skills/agentsop-langgraph · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12459

  Agentsop llamaindex

  agentsope/SkillAlchemy/skills/agentsop-llamaindex · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12460

  Agentsop llm artifact versioning

  agentsope/SkillAlchemy/skills/agentsop-llm-artifact-versioning · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12461

  Agentsop llm engine selection

  agentsope/SkillAlchemy/skills/agentsop-llm-engine-selection · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12462

  Agentsop llm tool idempotency

  agentsope/SkillAlchemy/skills/agentsop-llm-tool-idempotency · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12463

  Agentsop metric design

  agentsope/SkillAlchemy/skills/agentsop-metric-design · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12464

  Agentsop module shape selection

  agentsope/SkillAlchemy/skills/agentsop-module-shape-selection · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12465

  Agentsop multi tenant rag

  agentsope/SkillAlchemy/skills/agentsop-multi-tenant-rag · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12466

  Agentsop multiscale chunking

  agentsope/SkillAlchemy/skills/agentsop-multiscale-chunking · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12467

  Agentsop per model artifacts

  agentsope/SkillAlchemy/skills/agentsop-per-model-artifacts · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12468

  Agentsop prompt compilation

  agentsope/SkillAlchemy/skills/agentsop-prompt-compilation · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12469

  Agentsop prompt history inspect

  agentsope/SkillAlchemy/skills/agentsop-prompt-history-inspect · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12470

  Agentsop query routing

  agentsope/SkillAlchemy/skills/agentsop-query-routing · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12471

  Agentsop repo map

  agentsope/SkillAlchemy/skills/agentsop-repo-map · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12472

  Agentsop repo state gating

  agentsope/SkillAlchemy/skills/agentsop-repo-state-gating · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12473

  Agentsop reranker stage

  agentsope/SkillAlchemy/skills/agentsop-reranker-stage · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12474

  Agentsop session state hygiene

  agentsope/SkillAlchemy/skills/agentsop-session-state-hygiene · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12475

  Agentsop streaming output

  agentsope/SkillAlchemy/skills/agentsop-streaming-output · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12476

  Agentsop test fix loop

  agentsope/SkillAlchemy/skills/agentsop-test-fix-loop · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12477

  Agentsop tool scoping

  agentsope/SkillAlchemy/skills/agentsop-tool-scoping · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12478

  Agentsop vllm

  agentsope/SkillAlchemy/skills/agentsop-vllm · Skill

  219★ repo

  From thought to skill. From signal to structure.

• 12479

  Meeting copilot

  serejaris/personal-corp-skills/skills/meeting-copilot · Skill

  218★ repo

  Public Claude Code skills for Personal Corp, product work, AI operations, and agent-assisted development

• 12480

  Design ai benchmarking

  Aperivue/medsci-skills/skills/design-ai-benchmarking · Skill

  218★ repo

  Agent Skills for medical research — literature search, reporting-guideline & citation checks, statistics, publication figures, submission. Works with Claude Code, Codex, Cursor & GitHub Copilot. Built by a physician-researcher, tested on real publications. MIT.