Machine-screened · 3,000 of 16,682 extracted skills
Screened Claude skills
Our crawler found 35,000+ repositories claiming to ship Claude skills; we fetched and parsed every SKILL.md with 5+ stars. These are the strongest candidates — shown with their authors' own trigger descriptions, before our testing. Verdicts land as each clears the queue; the tested catalog is where skills go once they've earned a score.
Productivity & Workflow 1175 tested top-10 →
- ponytail-debt ★ 84,288
- ponytail-help ★ 84,288
- ponytail-review ★ 84,288
- contact-widget ★ 78,760
- html-ppt-taste-brutalist ★ 78,760
- html-ppt-taste-editorial ★ 78,760
- context-engineering ★ 78,645
- debugging-and-error-recovery ★ 78,645
- documentation-and-adrs ★ 78,645
- shipping-and-launch ★ 78,645
- planning-and-task-breakdown ★ 78,645
- using-agent-skills ★ 78,645
- understand-domain ★ 74,402
- understand-knowledge ★ 74,402
- understand ★ 74,402
- ably-automation ★ 67,855
- abstract-automation ★ 67,855
- abuselpdb-automation ★ 67,855
- abyssale-automation ★ 67,855
- accelo-automation ★ 67,855
- accredible-certificates-automation ★ 67,855
- acculynx-automation ★ 67,855
- addresszen-automation ★ 67,855
- adobe-automation ★ 67,855
- adrapid-automation ★ 67,855
- adyntel-automation ★ 67,855
- aero-workflow-automation ★ 67,855
- aeroleads-automation ★ 67,855
- affinda-automation ★ 67,855
- affinity-automation ★ 67,855
- agencyzoom-automation ★ 67,855
- agent-mail-automation ★ 67,855
- agentql-automation ★ 67,855
- agenty-automation ★ 67,855
- agiled-automation ★ 67,855
- agility-cms-automation ★ 67,855
- aivoov-automation ★ 67,855
- alchemy-automation ★ 67,855
- algodocs-automation ★ 67,855
- algolia-automation ★ 67,855
- all-images-ai-automation ★ 67,855
- alpha-vantage-automation ★ 67,855
- altoviz-automation ★ 67,855
- alttext-ai-automation ★ 67,855
- amara-automation ★ 67,855
- init-deep ★ 65,938
- rules ★ 65,938
- get-unpublished-changes ★ 65,938
- github-triage ★ 65,938
- omomomo ★ 65,938
Coding & Development 316 tested top-10 →
- ponytail-gain ★ 84,288
- deprecation-and-migration ★ 78,645
- source-driven-development ★ 78,645
- spec-driven-development ★ 78,645
- doubt-driven-development ★ 78,645
- ai-ml-api-automation ★ 67,855
- publish ★ 65,938
- remove-deadcode ★ 65,938
- ast-grep ★ 65,938
- lcx-contribute-bug-fix ★ 65,938
- lcx-doctor ★ 65,938
- vibe-to-agentic-framework ★ 62,773
- agent-framework-azure-ai-py ★ 43,382
- multi-reviewer-patterns ★ 37,949
- parallel-debugging ★ 37,949
- block-no-verify-hook ★ 37,949
- terraform-module-library ★ 37,949
- acreadiness-generate-instructions ★ 36,648
- aspnet-minimal-api-openapi ★ 36,648
- aws-cdk-python-setup ★ 36,648
- bioservices ★ 30,995
- fluidsim ★ 30,995
- add-atomic-chat-tool ★ 30,265
- add-codex ★ 30,265
- add-imessage ★ 30,265
- add-whatsapp-cloud ★ 30,265
- add-whatsapp ★ 30,265
- baoyu-danger-gemini-web ★ 23,699
- baoyu-danger-x-to-markdown ★ 23,699
- baoyu-electron-extract ★ 23,699
- baoyu-markdown-to-html ★ 23,699
- kubesphere-core ★ 17,001
- kubesphere-gateway-api ★ 17,001
- kubesphere-gateway ★ 17,001
- kubesphere-volcano ★ 17,001
- whizard-auditing ★ 17,001
- whizard-events ★ 17,001
- whizard-logging ★ 17,001
- whizard-telemetry ★ 17,001
- wiztelemetry-tracing ★ 17,001
- auto-review-loop-llm ★ 13,472
- auto-review-loop-minimax ★ 13,472
- auto-review-loop ★ 13,472
- experiment-bridge ★ 13,472
- nanogpt ★ 10,762
- llama-factory ★ 10,762
- huggingface-accelerate ★ 10,762
- pytorch-lightning ★ 10,762
- hive.terminal-tools-fs-search ★ 10,707
- devops-engineer ★ 10,606
Testing & QA 286 tested top-10 →
- idea-refine ★ 78,645
- interview-me ★ 78,645
- debugging ★ 65,938
- codex-qa ★ 65,938
- opencode-qa ★ 65,938
- work-with-pr ★ 65,938
- frontend ★ 65,938
- cherry-pr-test ★ 48,643
- active-directory-attacks ★ 43,382
- agent-evaluation ★ 43,382
- temporal-python-testing ★ 37,949
- github-actions-templates ★ 37,949
- gitlab-ci-patterns ★ 37,949
- autoresearch ★ 36,648
- ai-prompt-engineering-safety-review ★ 36,648
- arize-experiment ★ 36,648
- dummy-dataset ★ 23,791
- pre-mortem ★ 23,791
- strategy-red-team ★ 23,791
- test-scenarios ★ 23,791
- golden-chat ★ 14,475
- golden-chat-empty ★ 14,475
- golden-chat-single ★ 14,475
- golden-chat-topics ★ 14,475
- golden-epub ★ 14,475
- golden-html ★ 14,475
- golden-html-multi ★ 14,475
- golden-jupyter ★ 14,475
- golden-jupyter-dir ★ 14,475
- golden-jupyter-kw ★ 14,475
- golden-jupyter-topics ★ 14,475
- golden-man ★ 14,475
- golden-man-kw ★ 14,475
- golden-man-single ★ 14,475
- golden-rss ★ 14,475
- golden-rss-empty ★ 14,475
- pyvene-interventions ★ 10,762
- hive.terminal-tools-foundations ★ 10,707
- code-reviewer ★ 10,606
- golang-pro ★ 10,606
- monitoring-expert ★ 10,606
- nestjs-expert ★ 10,606
- playwright-expert ★ 10,606
- ads-creative ★ 7,096
- ads-test ★ 7,096
- ads-validate ★ 7,096
- audit-prep-assistant ★ 6,141
- code-maturity-assessor ★ 6,141
- firebase-apk-scanner ★ 6,141
- mutation-testing ★ 6,141
Design & Frontend 277 tested top-10 →
- od-contribute ★ 78,760
- performance-optimization ★ 78,645
- frontend-ui-engineering ★ 78,645
- understand-figma ★ 74,402
- presentation-styling ★ 62,773
- accessibility-compliance-accessibility-audit ★ 43,382
- task-coordination-strategies ★ 37,949
- team-composition-patterns ★ 37,949
- architecture-patterns ★ 37,949
- event-store-design ★ 37,949
- microservices-patterns ★ 37,949
- workflow-orchestration-patterns ★ 37,949
- kpi-dashboard-design ★ 37,949
- deployment-pipeline-design ★ 37,949
- multi-cloud-architecture ★ 37,949
- arduino-azure-iot-edge-integration ★ 36,648
- arize-link ★ 36,648
- bulk-rnaseq ★ 30,995
- cirq ★ 30,995
- user-stories ★ 23,791
- baoyu-diagram ★ 23,699
- frontend-integration-yaml ★ 17,001
- overleaf-sync ★ 13,472
- dse-loop ★ 13,472
- hive.browser-automation ★ 10,707
- cloud-architect ★ 10,606
- cli-developer ★ 10,606
- database-optimizer ★ 10,606
- fullstack-guardian ★ 10,606
- game-developer ★ 10,606
- graphql-architect ★ 10,606
- kotlin-specialist ★ 10,606
- lean-ux-canvas ★ 5,789
- pm-skill-creator ★ 5,789
- product-sense-interview-answer ★ 5,789
- web-design-guidelines ★ 5,603
- technology-selection ★ 4,632
- collect-user-input ★ 4,632
- support-prerendering ★ 4,632
- design-system-builder ★ 4,408
- skill-extract ★ 3,821
- skill-design-lineage ★ 3,821
- muapi-ui-design ★ 3,816
- muapi-youtube-thumbnail ★ 3,816
- muapi-3d-logo-animation ★ 3,816
- muapi-cartoon-dance-animation ★ 3,816
- muapi-jewelry-product-video ★ 3,816
- muapi-product-showcase-video ★ 3,816
- kiro-spec-batch ★ 3,567
- kiro-spec-design ★ 3,567
Writing & Content 219 tested top-10 →
- ponytail ★ 84,288
- git-workflow-and-versioning ★ 78,645
- incremental-implementation ★ 78,645
- vercel-react-best-practices ★ 48,643
- adhx ★ 43,382
- exa-search ★ 30,995
- citation-management ★ 30,995
- clinical-reports ★ 30,995
- dhdna-profiler ★ 30,995
- exploratory-data-analysis ★ 30,995
- get-qodo-rules ★ 30,265
- gws-sheets ★ 29,741
- gws-slides ★ 29,741
- job-stories ★ 23,791
- summarize-meeting ★ 23,791
- wwas ★ 23,791
- baoyu-format-markdown ★ 23,699
- baoyu-infographic ★ 23,699
- baoyu-post-to-wechat ★ 23,699
- baoyu-post-to-weibo ★ 23,699
- baoyu-post-to-x ★ 23,699
- baoyu-slide-deck ★ 23,699
- kubesphere-cluster-management ★ 17,001
- embodiment-description ★ 13,472
- experiment-audit ★ 13,472
- grant-proposal ★ 13,472
- llamaguard ★ 10,762
- code-documenter ★ 10,606
- embedded-systems ★ 10,606
- feature-forge ★ 10,606
- laravel-specialist ★ 10,606
- obsidian-markdown ★ 9,467
- wiki-cli ★ 9,467
- modern-python ★ 6,141
- semgrep-rule-creator ★ 6,141
- feishu-tools ★ 6,106
- deepchat-settings ★ 6,106
- infographic-syntax-creator ★ 6,106
- eol-message ★ 5,789
- press-release ★ 5,789
- problem-statement ★ 5,789
- vitepress ★ 5,603
- browser-act ★ 4,444
- amazon-reviews-api-skill ★ 4,444
- google-image-api-skill ★ 4,444
- web-search-scraper-api-skill ★ 4,444
- dev-guide-generator ★ 4,408
- linux-shell-scripting ★ 4,408
- story-import ★ 4,160
- story-long-write ★ 4,160
Data & Analytics 176 tested top-10 →
- security-and-hardening ★ 78,645
- observability-and-instrumentation ★ 78,645
- understand-dashboard ★ 74,402
- weather-fetcher ★ 62,773
- aria ★ 43,382
- data-storytelling ★ 37,949
- hybrid-cloud-networking ★ 37,949
- appinsights-instrumentation ★ 36,648
- arize-prompt-optimization ★ 36,648
- arize-trace ★ 36,648
- aspire ★ 36,648
- autoskill ★ 30,995
- astropy ★ 30,995
- benchling-integration ★ 30,995
- bgpt-paper-search ★ 30,995
- cellxgene-census ★ 30,995
- depmap ★ 30,995
- flowio ★ 30,995
- geniml ★ 30,995
- geomaster ★ 30,995
- add-clidash ★ 30,265
- add-dashboard ★ 30,265
- ideal-customer-profile ★ 23,791
- sentiment-analysis ★ 23,791
- user-personas ★ 23,791
- user-segmentation ★ 23,791
- baoyu-youtube-transcript ★ 23,699
- opensearch ★ 17,001
- openalex ★ 13,472
- nemo-curator ★ 10,762
- ray-data ★ 10,762
- slime-rl-training ★ 10,762
- prompt-guard ★ 10,762
- mcp-developer ★ 10,606
- pandas-pro ★ 10,606
- burpsuite-project-parser ★ 6,141
- dwarf-expert ★ 6,141
- line-chart-visualization ★ 4,716
- stacked-chart-visualization ★ 4,716
- fetch-and-send-data ★ 4,632
- optimizing-ef-core-queries ★ 4,632
- dotnet-trace-collect ★ 4,632
- amazon-competitor-analyzer ★ 4,444
- ecommerce-reviews ★ 4,444
- ecommerce-seller-info ★ 4,444
- goofish-item-detail ★ 4,444
- taobao-product-detail ★ 4,444
- linkedin-jobs-search ★ 4,444
- chart-image ★ 4,408
- code-vuln-audit ★ 4,408
Marketing & Growth 147 tested top-10 →
- competitive-ads-extractor ★ 67,855
- active-campaign-automation ★ 67,855
- ad-campaign-analyzer ★ 43,382
- growth-loops ★ 23,791
- gtm-motions ★ 23,791
- gtm-strategy ★ 23,791
- marketing-ideas ★ 23,791
- positioning-ideas ★ 23,791
- product-name ★ 23,791
- baoyu-xhs-images ★ 23,699
- defuddle ★ 9,467
- think ★ 9,467
- ads-attribution ★ 7,096
- ads-audit ★ 7,096
- ads-budget ★ 7,096
- ads-landing ★ 7,096
- ads-launch ★ 7,096
- ads-math ★ 7,096
- ads-meta ★ 7,096
- ads-microsoft ★ 7,096
- ads-monitor ★ 7,096
- ads-plan ★ 7,096
- ads-reddit ★ 7,096
- ads-research ★ 7,096
- ads-server-side-tracking ★ 7,096
- ads-setup ★ 7,096
- ads-snapchat ★ 7,096
- ads-tiktok ★ 7,096
- ads-youtube ★ 7,096
- organic-growth-advisor ★ 5,789
- ansoff-matrix ★ 5,789
- amazon-product-api-skill ★ 4,444
- google-maps-reviews-api-skill ★ 4,444
- google-social-media-finder ★ 4,444
- google-news-api-skill ★ 4,444
- octopus-quick ★ 3,821
- muapi-instagram-post ★ 3,816
- muapi-logo-creator ★ 3,816
- muapi-product-video-ad-maker ★ 3,816
- muapi-social-media-video ★ 3,816
- muapi-ugc-video-factory ★ 3,816
- muapi-product-ad-cinematic ★ 3,816
- muapi-product-campaign ★ 3,816
- stats ★ 3,444
- agent-analytics ★ 3,183
- brevo-automation ★ 3,183
- canva-automation ★ 3,183
- meta-ads-audit ★ 3,136
- meta-ads ★ 3,136
- hunt-ldap ★ 2,975
Documents & Files 142 tested top-10 →
- cherry-assistant-guide ★ 48,643
- clinical-decision-support ★ 30,995
- etetoolkit ★ 30,995
- gws-sheets-append ★ 29,741
- create-prd ★ 23,791
- golden-pdf ★ 14,475
- golden-pdf-ch ★ 14,475
- golden-pdf-kw ★ 14,475
- golden-pptx ★ 14,475
- golden-pptx-kw ★ 14,475
- golden-word ★ 14,475
- formula-derivation ★ 13,472
- kill-argument ★ 13,472
- hive.chart-creation-foundations ★ 10,707
- ads-report ★ 7,096
- secure-workflow-guide ★ 6,141
- interpreting-culture-index ★ 6,141
- prd-development ★ 5,789
- qiaomu-anything-to-notebooklm ★ 5,572
- large-file-parquet-analysis-and-highlight ★ 4,716
- large-file-conditional-formatting ★ 4,716
- group-by-analysis ★ 4,716
- excel-multi-sheet-threshold-analysis ★ 4,716
- invalid-data-cleaning ★ 4,716
- numeric-format-normalization ★ 4,716
- text-normalization-and-large-file-processing ★ 4,716
- category-filtering-and-difficulty-analysis ★ 4,716
- excel-conditional-filtering-optimization ★ 4,716
- excel-basic-statistics-and-routing ★ 4,716
- dynamic-percentage-and-large-file-analysis ★ 4,716
- excel-bar-chart-visualization ★ 4,716
- pie-chart-data-analysis ★ 4,716
- large-excel-analysis-and-formatting ★ 4,716
- multi-file-excel-parquet-analysis ★ 4,716
- multi-sheet-reading-and-analysis ★ 4,716
- range-reading-and-large-file-analysis ★ 4,716
- single-sheet-reading-and-analysis ★ 4,716
- excel-multi-sheet-dynamic-analysis ★ 4,716
- excel-large-file-processing-and-cleaning ★ 4,716
- dataset-quality-audit ★ 4,408
- create-handoff ★ 3,868
- skill-doc-delivery ★ 3,821
- skill-doc-sync ★ 3,821
- hunt-file-upload ★ 2,975
- ctf-writeup ★ 2,726
- offensive-reporting ★ 2,705
- alphaear-search ★ 2,699
- vibe-techdesign ★ 2,649
- session-handoff ★ 2,617
- frontend-to-backend-requirements ★ 2,195
Sales & Outreach 87 tested top-10 →
- team-communication-protocols ★ 37,949
- dnanexus-integration ★ 30,995
- competitive-battlecard ★ 23,791
- value-prop-statements ★ 23,791
- kubesphere-devops-overview ★ 17,001
- kubesphere-devops-pipeline ★ 17,001
- vector ★ 17,001
- claims-drafting ★ 13,472
- figure-spec ★ 13,472
- idea-discovery ★ 13,472
- integrity-forensics ★ 13,472
- deepspeed ★ 10,762
- training-llms-megatron ★ 10,762
- ml-pipeline ★ 10,606
- ads-linkedin ★ 7,096
- ads-pinterest ★ 7,096
- amazon-best-selling-products-finder-api-skill ★ 4,444
- amazon-product-search-api-skill ★ 4,444
- business-contact-social-links-skill ★ 4,444
- google-maps-api-skill ★ 4,444
- google-maps-contact-extract ★ 4,444
- google-maps-search-api-skill ★ 4,444
- industry-key-contact-radar-api-skill ★ 4,444
- producthunt-launches ★ 4,444
- social-media-finder-skill ★ 4,444
- youtube-channel-business-email ★ 4,444
- skill-content-pipeline ★ 3,821
- skill-factory ★ 3,821
- pipeline ★ 3,444
- ralph ★ 3,444
- work-pipeline ★ 3,183
- work-status ★ 3,183
- close-automation ★ 3,183
- hunt-cloud-misconfig ★ 2,975
- open-knowledge-pack-entity-vault ★ 2,925
- open-knowledge-pack-writing-pipeline ★ 2,925
- agent-teams ★ 2,617
- skill-optimizer ★ 2,617
- contract-helper ★ 2,395
- outreach-manager ★ 2,395
- hundred-million-offers ★ 1,643
- compress-session ★ 1,409
- lead-research-assistant ★ 1,395
- minutes-tag ★ 1,343
- ad-lead-quality-analyzer ★ 1,019
- aws-serverless-deployment ★ 836
- using-agent-relay ★ 764
- agent-relay ★ 764
- agf-running-release-retro ★ 742
- agf-skill-stocktake ★ 742
Crypto & Web3 63 tested top-10 →
- defi-protocol-templates ★ 37,949
- solidity-security ★ 37,949
- web3-testing ★ 37,949
- add-emacs ★ 30,265
- add-rtk ★ 30,265
- add-wechat ★ 30,265
- frontend-forge-fe-operations ★ 17,001
- mamba-architecture ★ 10,762
- guidelines-advisor ★ 6,141
- token-integration-analyzer ★ 6,141
- constant-time-analysis ★ 6,141
- dimensional-analysis ★ 6,141
- entry-point-analyzer ★ 6,141
- aurakit ★ 3,183
- hunt-api-misconfig ★ 2,975
- hunt-ato ★ 2,975
- hunt-auth-bypass ★ 2,975
- hunt-brute-force ★ 2,975
- hunt-cache-poison ★ 2,975
- hunt-cicd ★ 2,975
- hunt-csrf ★ 2,975
- hunt-dom ★ 2,975
- hunt-k8s ★ 2,975
- hunt-mfa-bypass ★ 2,975
- ctf-misc ★ 2,726
- ctf-pwn ★ 2,726
- ctf-reverse ★ 2,726
- ctf-web ★ 2,726
- mcp-audit ★ 2,617
- token-efficiency ★ 2,617
- cost-tracker ★ 2,617
- golang-security ★ 2,570
- repomix ★ 2,181
- azure-aigateway ★ 1,284
- entra-agent-id ★ 1,284
- ios-simulator-skill ★ 1,154
- media-proxy ★ 1,019
- context-fundamentals ★ 928
- context-optimization ★ 928
- authentication ★ 895
- cryptotokenkit ★ 895
- financekit ★ 895
- internet-court ★ 887
- flow-next-audit ★ 660
- flow-next-capture ★ 660
- flow-next-memory-migrate ★ 660
- keqian-method ★ 611
- Strix•CSRF 测试 ★ 521
- governance ★ 456
- design-code ★ 456
Token Efficiency 61 tested top-10 →
- accint-solve ★ 43,382
- agent-memory-mcp ★ 43,382
- agent-memory-systems ★ 43,382
- agent-memory ★ 43,382
- audit-integrity ★ 36,648
- dask ★ 30,995
- add-mnemon ★ 30,265
- baoyu-wechat-summary ★ 23,699
- kubesphere-fluid ★ 17,001
- rwkv-architecture ★ 10,762
- unsloth ★ 10,762
- pytorch-fsdp2 ★ 10,762
- awq-quantization ★ 10,762
- cpp-pro ★ 10,606
- wiki-query ★ 9,467
- c-review ★ 6,141
- rust-review ★ 6,141
- memory-management ★ 6,106
- caching ★ 4,408
- close ★ 3,183
- hunt-host-header ★ 2,975
- hunt-http-smuggling ★ 2,975
- hunt-nextjs ★ 2,975
- insights ★ 2,617
- golang-performance ★ 2,570
- golang-samber-hot ★ 2,570
- perf-profiler ★ 1,826
- high-perf-browser ★ 1,643
- memory ★ 1,560
- sl_capture ★ 1,492
- wiki_capture ★ 1,492
- hivemind-memory ★ 1,478
- hivemind ★ 1,478
- promote-memory ★ 1,409
- azure-upgrade ★ 1,284
- cloudflare-api ★ 924
- debugging-instruments ★ 895
- ios-memgraph-analysis ★ 895
- hyperpod-nccl ★ 836
- hyperpod-node-debugger ★ 836
- agent-md-advisor ★ 684
- flow-next-make-pr ★ 660
- azure-cache-redis ★ 658
- ln-31-performance-optimizer ★ 515
- caching-patterns ★ 515
- ac-knowledge-graph ★ 499
- ac-memory-manager ★ 499
- session-trends ★ 485
- lv:assigns ★ 485
- configuring-lazy-prefetch ★ 452
SEO & Search 51 tested top-10 →
- Ahrefs Automation ★ 67,855
- golden-epub-kw ★ 14,475
- golden-html-kw ★ 14,475
- nextjs-developer ★ 10,606
- ads-apple ★ 7,096
- ads-competitor ★ 7,096
- ads-google ★ 7,096
- ads-optimize ★ 7,096
- ads-x ★ 7,096
- amazon-listing-competitor-analysis-skill ★ 4,444
- ecommerce-product-detail ★ 4,444
- goofish-search-list ★ 4,444
- taobao-keyword-search ★ 4,444
- indeed-job-search ★ 4,444
- google-search-serp ★ 4,444
- webcrawler-deep-crawl ★ 4,444
- audience-segment-builder ★ 2,395
- search-term-miner ★ 2,395
- minutes-seo-wave ★ 1,343
- seo-geo ★ 1,161
- asc-aso-audit ★ 912
- app-store-optimization ★ 895
- ss-motion ★ 762
- howto-section-generator ★ 736
- tab-accordion ★ 736
- masonry ★ 736
- breadcrumb-generator ★ 736
- footer-generator ★ 736
- toc-generator ★ 736
- seo-keyword-research ★ 546
- hackernews-intel ★ 546
- llms-txt-generator ★ 546
- keyword-optimizer ★ 518
- seo-geo-optimizer ★ 504
- competitor-experience-audit ★ 460
- content-migration ★ 460
- editorial-qa ★ 460
- opencli-browser-sitemap ★ 453
- opencli-sitemap-author ★ 453
- seo-optimizer ★ 422
- marketing ★ 411
- amazon-brand-analytics ★ 400
- amazon-keyword-research ★ 400
- amazon-keyword-tracker ★ 400
- amazon-listing-optimization ★ 400
- amazon-negative-keywords ★ 400
- amazon-ppc-campaign ★ 400
- amazon-rank-tracker ★ 400
- amazon-sales-estimator ★ 400
- ecommerce-keyword-research ★ 386