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ai-skills

Plug-and-play skills and prompts for every AI coding agent

14 · Amey-Thakur/AI-SKILLS68 pluginsMITupdated 2 months ago

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8 working methods for accessibility: accessibility-review, accessible-forms, alt-text-writing, aria-usage, and more

200 skills · 200 commands

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12 working methods for ai coding tools: agent-code-review, agent-context-setup, agent-cost-control, agent-debugging-workflow, and more

200 skills · 200 commands

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12 working methods for ai memory rag: chunking-strategies, citation-grounding, context-compression, conversation-memory, and more

200 skills · 200 commands

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250 ready-to-run prompts as slash commands: summarize, tldr, explain, plan, goal, autoresearch, and more

200 skills · 200 commands

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12 working methods for api integration: api-credential-rotation, data-mapping, integration-migration, integration-monitoring, and more

200 skills · 200 commands

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9 working methods for apis: api-change-management, api-client-design, api-deprecation, api-design, and more

200 skills · 200 commands

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13 working methods for architecture: api-gateway-pattern, architecture-decision-records, architecture-diagrams, coupling-analysis, and more

200 skills · 200 commands

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14 working methods for backend: api-error-responses, api-versioning, background-jobs, file-storage-design, and more

200 skills · 200 commands

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28 working methods for big tech processes: architecture-review-board, bar-raiser-interviewing, canary-analysis, chaos-gameday, and more

200 skills · 200 commands

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30 working methods for big tech roles: accessibility-specialist-role, backend-engineer-role, cloud-architect-role, cto-advisor-role, and more

200 skills · 200 commands

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12 working methods for business fundamentals: business-model-design, capital-allocation, cash-flow-management, competitive-strategy, and more

200 skills · 200 commands

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8 working methods for business growth: churn-analysis, community-building, developer-marketing, landing-page-strategy, and more

200 skills · 200 commands

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10 working methods for career communication: async-communication, conference-talks, engineering-resume, giving-feedback, and more

200 skills · 200 commands

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12 working methods for cloud: autoscaling-policies, cloud-cost-optimization, cloud-disaster-recovery, cloud-migration, and more

200 skills · 200 commands

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38 working methods for code quality: api-surface-minimalism, assertion-density, boolean-parameters, boy-scout-rule, and more

200 skills · 200 commands

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12 working methods for computer engineering: algorithmic-complexity, binary-data-representation, compilers-and-toolchains, concurrency-primitives, and more

200 skills · 200 commands

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10 working methods for css styling: css-animations, css-architecture, css-cascade, css-debugging, and more

200 skills · 200 commands

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12 working methods for customer support: community-support, customer-feedback-loop, difficult-customer-conversations, knowledge-base-design, and more

200 skills · 200 commands

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12 working methods for databases: backup-restore, database-migrations, database-normalization, indexing-strategy, and more

200 skills · 200 commands

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12 working methods for data engineering: batch-vs-streaming, change-data-capture, data-lineage, data-partitioning, and more

200 skills · 200 commands

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11 working methods for data privacy: consent-management, cookie-compliance, cross-border-transfers, data-anonymization, and more

200 skills · 200 commands

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18 working methods for data science: cohort-analysis, correlation-causation, data-cleaning, data-storytelling, and more

200 skills · 200 commands

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32 working methods for debugging: alerting-design, binary-search-debugging, browser-devtools, core-dumps, and more

200 skills · 200 commands

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12 working methods for deep learning: attention-mechanism, backpropagation, batch-size-effects, learning-rate-schedules, and more

200 skills · 200 commands

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12 working methods for deliverables: dashboard-building, documentation-site, form-design, newsletter-production, and more

200 skills · 200 commands

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14 working methods for devops: artifact-versioning, blue-green-deployments, capacity-planning, ci-cd, and more

200 skills · 200 commands

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12 working methods for distributed systems: backpressure, clock-skew, consensus-basics, consistency-models, and more

200 skills · 200 commands

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10 working methods for documentation: api-reference-docs, changelog-writing, code-documentation, docs-as-code, and more

200 skills · 200 commands

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8 working methods for email: clear-emails, difficult-emails, email-etiquette, email-follow-ups, and more

200 skills · 200 commands

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8 working methods for embedded iot: embedded-debugging, embedded-memory-constraints, firmware-ota-updates, interrupt-safe-code, and more

200 skills · 200 commands

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10 working methods for frontend: design-systems, error-boundaries-ui, form-handling, frontend-routing, and more

200 skills · 200 commands

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8 working methods for game development: entity-component-system, game-asset-pipeline, game-input-handling, game-loop-architecture, and more

200 skills · 200 commands

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10 working methods for git collaboration: branch-strategy, code-owners, commit-messages, git-history-hygiene, and more

200 skills · 200 commands

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12 working methods for github platform: actions-security, branch-protection, dependency-scanning-setup, github-actions-workflows, and more

200 skills · 200 commands

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20 working methods for gpu ai infrastructure: ai-datacenter-networking, checkpointing-large-training, cuda-kernel-basics, distributed-training-scaling, and more

200 skills · 200 commands

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12 working methods for i18n localization: character-encoding, currency-localization, locale-aware-sorting, locale-fallback, and more

200 skills · 200 commands

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14 working methods for javascript typescript: js-async-patterns, js-error-handling, js-event-loop, js-immutability, and more

200 skills · 200 commands

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10 working methods for jvm dotnet: csharp-linq, dotnet-async, dotnet-dependency-injection, dotnet-minimal-apis, and more

200 skills · 200 commands

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12 working methods for learning and teaching: chess-improvement, curriculum-sequencing, deliberate-practice, explaining-to-beginners, and more

200 skills · 200 commands

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22 working methods for llm engineering: agent-memory, agentic-loops, coding-agent-workflow, context-engineering, and more

200 skills · 200 commands

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12 working methods for machine learning: cross-validation, drift-monitoring, experiment-tracking, feature-engineering, and more

200 skills · 200 commands

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12 working methods for marketing: community-led-growth, competitive-messaging, content-marketing-strategy, conversion-rate-optimization, and more

200 skills · 200 commands

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12 working methods for mcp: mcp-authentication, mcp-client-integration, mcp-context-budgeting, mcp-error-handling, and more

200 skills · 200 commands

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11 working methods for media processing: audio-processing, document-parsing, format-selection, media-delivery, and more

200 skills · 200 commands

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10 working methods for mobile: app-store-readiness, deep-linking, mobile-input-ux, mobile-navigation, and more

200 skills · 200 commands

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73 working methods for multi agent teams: agent-accountability-loop, agent-analytics-desk, agent-arch-board, agent-blackboard-workspace, and more

200 skills · 200 commands

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4 working methods for networking: dns-fundamentals, load-balancing, tls-and-certificates, websockets-at-scale

200 skills · 200 commands

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12 working methods for notifications messaging: delivery-tracking, digest-design, email-deliverability, in-app-messaging, and more

200 skills · 200 commands

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12 working methods for open source: code-of-conduct-enforcement, contributor-onboarding, documentation-for-adoption, forking-and-vendoring, and more

200 skills · 200 commands

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12 working methods for payments billing: failed-payment-recovery, invoicing-and-receipts, payment-idempotency, payment-integration, and more

200 skills · 200 commands

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28 working methods for performance: algorithmic-optimization, async-io-patterns, batching-and-debouncing, benchmark-design, and more

200 skills · 200 commands

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12 working methods for platform engineering: build-system-design, developer-productivity-metrics, environment-provisioning, golden-path-templates, and more

200 skills · 200 commands

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10 working methods for product management: ab-test-design, customer-interviews, feature-sunsetting, mvp-scoping, and more

200 skills · 200 commands

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11 working methods for project management: cross-team-coordination, milestone-planning, project-closure, project-kickoff, and more

200 skills · 200 commands

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12 working methods for prompt writing: chain-of-thought-prompting, context-placement, few-shot-examples, negative-instructions, and more

200 skills · 200 commands

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14 working methods for python: pytest-mastery, python-asyncio, python-cli-tools, python-concurrency, and more

200 skills · 200 commands

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12 working methods for realtime collaboration: collaborative-editing-models, comments-and-annotations, conflict-resolution-ux, live-cursors-and-selection, and more

200 skills · 200 commands

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12 working methods for reliability: capacity-forecasting, chaos-engineering, disaster-recovery-testing, failure-mode-analysis, and more

200 skills · 200 commands

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15 working methods for research: autonomous-research, decision-journals, deep-research, estimation-techniques, and more

200 skills · 200 commands

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10 working methods for scripting automation: automation-guardrails, bash-robustness, cli-ux-design, environment-config, and more

200 skills · 200 commands

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12 working methods for search relevance: autocomplete-design, faceted-search, full-text-search-design, hybrid-search, and more

200 skills · 200 commands

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44 working methods for security: api-security, audit-logging, authn-design, authz-design, and more

200 skills · 200 commands

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12 working methods for spreadsheets: conditional-formatting, data-validation-rules, excel-formulas, financial-functions, and more

200 skills · 200 commands

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12 working methods for sql: common-table-expressions, deduplication-queries, null-semantics, pivot-and-unpivot, and more

200 skills · 200 commands

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10 working methods for systems languages: c-memory-safety, cpp-raii, ffi-boundaries, go-concurrency, and more

200 skills · 200 commands

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41 working methods for testing: api-testing, approval-testing, assertion-libraries, bdd-scenarios, and more

200 skills · 200 commands

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10 working methods for ui ux: empty-and-error-states, information-architecture, interaction-design, onboarding-ux, and more

200 skills · 200 commands

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10 working methods for writing: audience-adaptation, clear-writing, concise-writing, editing-and-revision, and more

200 skills · 200 commands

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claude & codex plugins68 plugins