605 of these skill files have been read, by 530 distinct authors, and what they tell an agent counted. What Monitoring & observability authors agree on, and what they forbid

• 1441

  Debugging

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

  no license2★ repo

  📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.

• 1442

  Setup

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

  no license2★ repo

  📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.

• 1443

  Setup

  Pyfagorass/bookofspells/skills/qdrant/setup · Skill

  no license2★ repo

  📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.

• 1444

  Redis observability

  Pyfagorass/bookofspells/skills/redis/redis-observability · Skill

  no license2★ repo

  📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.

• 1445

  Android observability liveops desk

  MadewellRD/skills-lab/dist/skills/android-command-desk/android-observability-liveops-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1446

  Data observability desk

  MadewellRD/skills-lab/dist/skills/data-command-desk/data-observability-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1447

  Continuous control monitoring desk

  MadewellRD/skills-lab/dist/skills/grc-command-desk/continuous-control-monitoring-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1448

  Ios observability liveops desk

  MadewellRD/skills-lab/dist/skills/ios-command-desk/ios-observability-liveops-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1449

  Platform observability desk

  MadewellRD/skills-lab/dist/skills/platform-engineering-command-desk/platform-observability-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1450

  Platform slo reliability desk

  MadewellRD/skills-lab/dist/skills/platform-engineering-command-desk/platform-slo-reliability-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1451

  Deployment desk

  MadewellRD/skills-lab/dist/skills/sdlc-command-desk/deployment-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1452

  Observability readiness desk

  MadewellRD/skills-lab/dist/skills/sdlc-command-desk/observability-readiness-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1453

  Alerting quality desk

  MadewellRD/skills-lab/dist/skills/sre-reliability-command-desk/alerting-quality-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1454

  Slo error budget desk

  MadewellRD/skills-lab/dist/skills/sre-reliability-command-desk/slo-error-budget-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1455

  Web observability desk

  MadewellRD/skills-lab/dist/skills/web-development-command-desk/web-observability-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1456

  Agent observability desk

  MadewellRD/skills-lab/dist/vendor/anthropic/ai-engineering-command-desk/agent-observability-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1457

  Android observability liveops desk

  MadewellRD/skills-lab/dist/vendor/anthropic/android-command-desk/android-observability-liveops-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1458

  Data observability desk

  MadewellRD/skills-lab/dist/vendor/anthropic/data-command-desk/data-observability-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1459

  Continuous control monitoring desk

  MadewellRD/skills-lab/dist/vendor/anthropic/grc-command-desk/continuous-control-monitoring-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1460

  Ios observability liveops desk

  MadewellRD/skills-lab/dist/vendor/anthropic/ios-command-desk/ios-observability-liveops-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1461

  Platform observability desk

  MadewellRD/skills-lab/dist/vendor/anthropic/platform-engineering-command-desk/platform-observability-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1462

  Platform slo reliability desk

  MadewellRD/skills-lab/dist/vendor/anthropic/platform-engineering-command-desk/platform-slo-reliability-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1463

  Deployment desk

  MadewellRD/skills-lab/dist/vendor/anthropic/sdlc-command-desk/deployment-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1464

  Observability readiness desk

  MadewellRD/skills-lab/dist/vendor/anthropic/sdlc-command-desk/observability-readiness-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1465

  Alerting quality desk

  MadewellRD/skills-lab/dist/vendor/anthropic/sre-reliability-command-desk/alerting-quality-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1466

  Slo error budget desk

  MadewellRD/skills-lab/dist/vendor/anthropic/sre-reliability-command-desk/slo-error-budget-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1467

  Web observability desk

  MadewellRD/skills-lab/dist/vendor/anthropic/web-development-command-desk/web-observability-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1468

  Agent observability desk

  MadewellRD/skills-lab/dist/vendor/google/ai-engineering-command-desk/agent-observability-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1469

  Android observability liveops desk

  MadewellRD/skills-lab/dist/vendor/google/android-command-desk/android-observability-liveops-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1470

  Data observability desk

  MadewellRD/skills-lab/dist/vendor/google/data-command-desk/data-observability-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1471

  Continuous control monitoring desk

  MadewellRD/skills-lab/dist/vendor/google/grc-command-desk/continuous-control-monitoring-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1472

  Ios observability liveops desk

  MadewellRD/skills-lab/dist/vendor/google/ios-command-desk/ios-observability-liveops-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1473

  Platform observability desk

  MadewellRD/skills-lab/dist/vendor/google/platform-engineering-command-desk/platform-observability-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1474

  Platform slo reliability desk

  MadewellRD/skills-lab/dist/vendor/google/platform-engineering-command-desk/platform-slo-reliability-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1475

  Deployment desk

  MadewellRD/skills-lab/dist/vendor/google/sdlc-command-desk/deployment-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1476

  Observability readiness desk

  MadewellRD/skills-lab/dist/vendor/google/sdlc-command-desk/observability-readiness-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1477

  Alerting quality desk

  MadewellRD/skills-lab/dist/vendor/google/sre-reliability-command-desk/alerting-quality-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1478

  Slo error budget desk

  MadewellRD/skills-lab/dist/vendor/google/sre-reliability-command-desk/slo-error-budget-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1479

  Web observability desk

  MadewellRD/skills-lab/dist/vendor/google/web-development-command-desk/web-observability-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1480

  Agent observability desk

  MadewellRD/skills-lab/dist/vendor/openai/ai-engineering-command-desk/agent-observability-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1481

  Android observability liveops desk

  MadewellRD/skills-lab/dist/vendor/openai/android-command-desk/android-observability-liveops-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1482

  Data observability desk

  MadewellRD/skills-lab/dist/vendor/openai/data-command-desk/data-observability-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1483

  Continuous control monitoring desk

  MadewellRD/skills-lab/dist/vendor/openai/grc-command-desk/continuous-control-monitoring-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1484

  Ios observability liveops desk

  MadewellRD/skills-lab/dist/vendor/openai/ios-command-desk/ios-observability-liveops-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1485

  Platform observability desk

  MadewellRD/skills-lab/dist/vendor/openai/platform-engineering-command-desk/platform-observability-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1486

  Platform slo reliability desk

  MadewellRD/skills-lab/dist/vendor/openai/platform-engineering-command-desk/platform-slo-reliability-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1487

  Deployment desk

  MadewellRD/skills-lab/dist/vendor/openai/sdlc-command-desk/deployment-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1488

  Observability readiness desk

  MadewellRD/skills-lab/dist/vendor/openai/sdlc-command-desk/observability-readiness-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1489

  Alerting quality desk

  MadewellRD/skills-lab/dist/vendor/openai/sre-reliability-command-desk/alerting-quality-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1490

  Slo error budget desk

  MadewellRD/skills-lab/dist/vendor/openai/sre-reliability-command-desk/slo-error-budget-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1491

  Web observability desk

  MadewellRD/skills-lab/dist/vendor/openai/web-development-command-desk/web-observability-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 1492

  Forge observability

  is-bo/fullstack-forge-skill/.agents/skills/forge-observability · Skill

  2★ repo

  A production full-stack engineering skill suite for AI coding agents—covering UI, UX, security, databases, auth, caching, testing, performance, and deployment.

• 1493

  Forge observability

  is-bo/fullstack-forge-skill/.cursor/skills/forge-observability · Skill

  2★ repo

  A production full-stack engineering skill suite for AI coding agents—covering UI, UX, security, databases, auth, caching, testing, performance, and deployment.

• 1494

  Forge observability

  is-bo/fullstack-forge-skill/.gemini/skills/forge-observability · Skill

  2★ repo

  A production full-stack engineering skill suite for AI coding agents—covering UI, UX, security, databases, auth, caching, testing, performance, and deployment.

• 1495

  Forge observability

  is-bo/fullstack-forge-skill/.github/skills/forge-observability · Skill

  2★ repo

  A production full-stack engineering skill suite for AI coding agents—covering UI, UX, security, databases, auth, caching, testing, performance, and deployment.

• 1496

  Forge observability

  is-bo/fullstack-forge-skill/.windsurf/skills/forge-observability · Skill

  2★ repo

  A production full-stack engineering skill suite for AI coding agents—covering UI, UX, security, databases, auth, caching, testing, performance, and deployment.

• 1497

  Forge observability

  is-bo/fullstack-forge-skill/src/fullstack-forge/commands/forge-observability · Skill

  2★ repo

  A production full-stack engineering skill suite for AI coding agents—covering UI, UX, security, databases, auth, caching, testing, performance, and deployment.

• 1498

  Observability bootstrap

  goldenprofile/llm-skills/observability-bootstrap · Skill

  1★ repo

  LLM Skills

• 1499

  Instrumentation

  horizon-foundry/foundry/skills/instrumentation · Skill

  1★ repo

  Claude Code skills for software delivery integrity: frame, document, instrument, and audit AI-built software before it ships, ending in a ship/no-ship verdict. From Horizon Foundry.

• 1500

  Observability designer

  timdevai/proteus/skills/community/from-alireza/engineering/skills/observability-designer · Skill

  1★ repo

  Always-on multi-agent AI workstation for Claude Code. 142 specialist agents (ML, security, K8s, backend, frontend) · 366 curated skills · 200+ prompt templates · auto prompt-matcher · auto skill-matcher · MCP support · token router cuts Anthropic bill 6x via Kimi/Haiku/Ollama. LiteLLM · BYOK · MIT + Apache. One-line install.