Debugging agent skills

Debugging agent skills indexed by RunLocalModel. 480 indexed; SkillsMP reports 406,985 in this category. This is the stored sample from SkillsMP, not a complete directory.

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• about-page by thedaviddias. Updated May 29, 2026. Use when auditing metadata, crawlability, structured data, or indexability related to Create a dedicated About page. Verify the rendered HTML and HTTP response rather than relying only on source files.
• accessibility-testing by thedaviddias. Updated May 29, 2026. Use when reviewing component libraries, page flows, or CI pipelines that need repeatable accessibility checks. Automated testing is strongest at catching structural and attribute-level issues; it does not replace keyboard, screen reader, and manual UX testing.
• accessible-tables by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Use semantic table markup for screen readers. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• affiliate-disclosure by thedaviddias. Updated May 29, 2026. Use when auditing metadata, crawlability, structured data, or indexability related to Provide clear affiliate disclosures. Verify the rendered HTML and HTTP response rather than relying only on source files.
• agent-architecture-audit by affaan-m. Updated May 17, 2026. エージェントおよび LLM アプリケーション向けのフルスタック診断。12 層のエージェントスタックにおけるラッパーリグレッション、メモリ汚染、ツール規律の失敗、隠れた修復ループ、レンダリング破損を監査します。重要度順の発見事項とコードファーストの修正を生成します。エージェントアプリケーション、自律ループ、または LLM を活用した機能を構築する開発者に必須です。
• agent-architecture-audit by affaan-m. Updated August 12, 2026. Full-stack diagnostic for agent and LLM applications. Audits the 12-layer agent stack for wrapper regression, memory pollution, tool discipline failures, hidden repair loops, and rendering corruption. Produces severity-ranked findings with code-first fixes. Essential for developers building agent applications, autonomous loops, or any LLM-powered feature. Use when an agent or LLM feature misbehaves and the failing layer is unknown, or before shipping an agent stack.
• agent-browser by paperclipai. Updated May 28, 2026. Drive a real browser to inspect or interact with a web page or app — navigate, take screenshots, read console and network, fill simple forms — for verification tasks, not unattended automation.
• agent-cost-report by thedotmack. Updated September 26, 2026. Believable agent cost report for any period, default the last 7 full days PT, not counting today. Measured tokens from Claude Code transcripts priced at OpenRouter list prices (ESTIMATED), measured provider spend when a sanctioned source exists, note-taker cost separate, Timing-style HTML/PDF plus report.json, line-items.csv, evidence.json.
• agent-cost-report by thedotmack. Updated September 26, 2026. Believable agent cost report for any period, default the last 7 full days PT, not counting today. Measured tokens from Claude Code transcripts priced at OpenRouter list prices (ESTIMATED), measured provider spend when a sanctioned source exists, note-taker cost separate, Timing-style HTML/PDF plus report.json, line-items.csv, evidence.json.
• agent-host-logs by microsoft. Updated September 15, 2026. Analyze Agent Host debug log exports. Use when given an ah-logs or ahp-logs zip/folder, an Export Agent Host Debug Logs bundle, events.jsonl, AHP JSONL transport logs, Agent Host.log, remote-agenthost.log, or copilot-logs.
• agent-introspection-debugging by affaan-m. Updated May 17, 2026. キャプチャ、診断、封じ込め回復、内省レポートを使用した AI エージェント障害のための構造化された自己デバッグワークフロー。
• agent-reach by Panniantong. Updated September 15, 2026. MUST USE when user wants to 调研/research/搜索/search/查/找/look up anything on the internet — e.g. 全网调研 X / 帮我调研一下 X / 查一下 X / 搜搜 X / 看看大家怎么评价 X / X 上有什么讨论 / research this topic。 Also MUST USE when user mentions any platform or shares any URL/链接: 小红书/xiaohongshu/xhs, Twitter/推特/X, B站/bilibili, Reddit, Facebook, Instagram, V2EX, LinkedIn/领英/Boss直聘/招聘/求职/jobs, YouTube, GitHub code search, 小宇宙播客, 雪球/股票行情, RSS feeds, or any web URL. 16 platforms, multi-backend routing (OpenCLI / per-platform CLIs / APIs). Zero config for 6 channels. Run `agent-reach doctor --json` to see which backend serves each platform right now. NOT for: 写报告/数据分析/翻译等内容加工（本 skill 只负责从互联网获取内容）； 发帖/评论/点赞等写操作；已有专门 skill 的平台（先用专门 skill）。 【路由方式】SKILL.md 包含路由表和常用命令，复杂场景需按需阅读对应分类的 references/*.md。 分类：search / social (小红书/推特/B站/V2EX/Reddit/Facebook/Instagram) / career(LinkedIn/Boss直聘) / dev(github) / web(网页/文章/RSS) / video(YouTube/B站/播客) / finance(雪球/股票)。
• agent-tracing by lobehub. Updated September 22, 2026. Use for agent traces by operation ID (拉线上 tracing): failed tools, arguments/results, available tools, execution location, LLM calls and context.
• agent-work by lobehub. Updated September 23, 2026. Use for the Agent Work output registry: registration, deduplication, cards, skill providers, CLI scanners and Work types.
• ai-content by thedaviddias. Updated May 29, 2026. Use when auditing metadata, crawlability, structured data, or indexability related to Audit and refine AI-generated content. Verify the rendered HTML and HTTP response rather than relying only on source files.
• all-noindex-pages by thedaviddias. Updated May 29, 2026. Use when auditing metadata, crawlability, structured data, or indexability related to Audit all noindex pages. Verify the rendered HTML and HTTP response rather than relying only on source files.
• analyze-github-flake by flutter. Updated June 3, 2026. Expertise in analyzing flake github issues in the flutter/flutter repository. Use when a user wants to analyze the flakiness of a specific link to a flutter github issue.
• anchor-smooth-scroll by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide instant anchor scroll option. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• anchor-text by thedaviddias. Updated May 29, 2026. Use when auditing metadata, crawlability, structured data, or indexability related to Use descriptive anchor text. Verify the rendered HTML and HTTP response rather than relying only on source files.
• animated-content by thedaviddias. Updated May 29, 2026. Use when auditing slow page loads, heavy assets, or rendering delays related to Convert animated GIFs to video. Verify the actual bottleneck in DevTools, Lighthouse, or field data before recommending changes.
• animation-performance by thedaviddias. Updated May 29, 2026. Use when reviewing stylesheets, component styles, and responsive behavior related to Use transform and opacity for animations. Check the rendered layout across breakpoints and interaction states before proposing a fix.
• aoti-debug by pytorch. Updated February 21, 2026. Debug AOTInductor (AOTI) errors and crashes. Use when encountering AOTI segfaults, device mismatch errors, constant loading failures, or runtime errors from aot_compile, aot_load, aoti_compile_and_package, or aoti_load_package.
• aria-allowed-attr by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Use only allowed ARIA attributes for each role. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• aria-command-name by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide accessible names for ARIA command elements. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• aria-deprecated-role by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Avoid using deprecated ARIA roles. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• aria-dialog-name by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Ensure dialogs have an accessible name. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• aria-hidden-body by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Do not use aria-hidden on the document body. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• aria-hidden-focus by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Remove focusable elements from aria-hidden containers. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• aria-labels by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide accessible names for all interactive elements. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• aria-live-regions by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Announce dynamic content with ARIA live regions. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• aria-meter-name by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide accessible names for meter elements. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• aria-progressbar-name by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide accessible names for progress bars. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• aria-required-attr by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Include required ARIA attributes for roles. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• aria-required-parent by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Ensure ARIA roles are contained by required parent roles. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• aria-roles by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Use valid ARIA role values. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• aria-text by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Avoid focusable descendants in role='text' elements. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• aria-toggle-field-name by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide accessible names for toggle fields. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• aria-tooltip-name by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide accessible names for tooltips. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• aria-valid-attr-value by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Use valid values for ARIA attributes. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• article by thedaviddias. Updated May 29, 2026. Use when auditing metadata, crawlability, structured data, or indexability related to Implement valid Article structured data. Verify the rendered HTML and HTTP response rather than relying only on source files.
• article-links by thedaviddias. Updated May 29, 2026. Use when auditing metadata, crawlability, structured data, or indexability related to Optimize article link density. Verify the rendered HTML and HTTP response rather than relying only on source files.
• async-pr-review by google-gemini. Updated March 29, 2026. Trigger this skill when the user wants to start an asynchronous PR review, run background checks on a PR, or check the status of a previously started async PR review.
• audio-descriptions by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide audio descriptions for video. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• author-byline by thedaviddias. Updated May 29, 2026. Use when auditing metadata, crawlability, structured data, or indexability related to Display clear author bylines. Verify the rendered HTML and HTTP response rather than relying only on source files.
• author-expertise by thedaviddias. Updated May 29, 2026. Use when auditing metadata, crawlability, structured data, or indexability related to Highlight author credentials and expertise. Verify the rendered HTML and HTTP response rather than relying only on source files.
• author-info by thedaviddias. Updated May 29, 2026. Use when auditing metadata, crawlability, structured data, or indexability related to Implement comprehensive author markup. Verify the rendered HTML and HTTP response rather than relying only on source files.
• auto-perf-optimize by microsoft. Updated September 9, 2026. Run agent-driven VS Code performance or memory investigations. Use when asked to launch Code OSS, automate a VS Code scenario, run the Chat memory smoke runner, capture renderer heap snapshots, take workflow screenshots, compare run summaries, or drive a repeatable scenario before heap-snapshot analysis.
• automation-audit-ops by affaan-m. Updated May 17, 2026. ECC用の証拠ベースの自動化インベントリとオーバーラップ監査ワークフロー。ユーザーがどのジョブ、フック、コネクタ、MCPサーバー、またはラッパーがライブか、壊れているか、冗長であるか、修正前に不足しているかを知りたい場合に使用します。
• automation-audit-ops by affaan-m. Updated May 11, 2026. 面向ECC的以证据为先的自动化清单与重叠审计工作流。当用户希望在修复任何内容之前了解哪些作业、钩子、连接器、MCP服务器或包装器是活跃的、损坏的、冗余的或缺失时使用。
• avoid-eval by thedaviddias. Updated May 29, 2026. Use when reviewing scripts, client components, bundles, or runtime behavior related to Never use eval() or unsafe dynamic code execution. Inspect both source code and the browser execution path so fixes target the real bottleneck or bug.
• babysit by thedotmack. Updated May 6, 2026. Watch a pull request or review cycle until it is ready to merge. Use when asked to babysit, monitor, or keep checking PR comments, reviews, and CI until all actionable issues are resolved.
• back-forward-cache by thedaviddias. Updated May 29, 2026. Use when reviewing navigation performance, browser lifecycle events, or resume-from-memory behavior. Check the actual browser lifecycle and restore path, not only static code patterns.
• benchmark by affaan-m. Updated May 17, 2026. このスキルを使用して、パフォーマンスベースラインを測定し、PR前後の回帰を検出し、スタック代替案を比較します。
• benchmark by affaan-m. Updated May 11, 2026. 使用此技能测量性能基线，检测PR前后的回归，并比较堆栈替代方案。
• benchmark by affaan-m. Updated September 27, 2026. Measure performance baselines and detect regressions across browser Core Web Vitals (LCP, INP, CLS, page weight), API endpoint latency percentiles, and build/test feedback times, with before/after comparison stored in git-tracked .ecc/benchmarks JSON. Use when checking page speed, responding to 'it feels slow' reports, verifying launch performance targets, or comparing stack alternatives.
• benchmark by garrytan. Updated September 29, 2026. Performance regression detection. (gstack)
• benchmark-methodology by affaan-m. Updated September 27, 2026. Score a scoped competitor set into comparable profile cards: nine weighted dimensions (positioning, voice, visual craft, offer packaging, evidence, enterprise-readiness, thought leadership, pricing, client tension) with 1-5 evidence-anchored rubrics and a tension 2x2 plot. Use when benchmarking or scoring competitors, building a competitive comparison matrix, or grading rival positioning before assembling the report; runs after competitive-platform-analysis and before competitive-report-structure.
• blogwatcher by NousResearch. Updated September 5, 2026. Monitor blogs and RSS/Atom feeds via blogwatcher-cli tool.
• blogwatcher by openclaw. Updated May 17, 2026. Monitor blogs and RSS/Atom feeds for updates using the blogwatcher CLI.
• bootstrap-realtime-eval by openai. Updated March 3, 2026. Bootstrap a new realtime eval folder inside this cookbook repo by choosing the right harness from examples/evals/realtime_evals, scaffolding prompt/tools/data files, generating a useful README, and validating it with smoke, full eval, and test runs. Use when a user wants to start a new crawl, walk, or run realtime eval in this repository.
• brand-extract by nexu-io. Updated June 30, 2026. Extract a complete Brand Kit from a live website by driving the in-app browser. Use when a brand-extraction project opens with a site in the Browser tab, or when the user asks to "extract a brand", "pull the brand from <url>", "get the colors/fonts/logo from this site", or build a brand/design system from a reference website. Pairs with the agent-browser tool for measurement and pauses for the user when an anti-bot wall blocks the page.
• breadcrumb by thedaviddias. Updated June 9, 2026. Use when auditing metadata, crawlability, structured data, or indexability related to Implement valid BreadcrumbList schema. Verify the rendered HTML and HTTP response rather than relying only on source files.
• broken-external-links by thedaviddias. Updated May 29, 2026. Use when auditing metadata, crawlability, structured data, or indexability related to Fix or remove broken external links. Verify the rendered HTML and HTTP response rather than relying only on source files.
• broken-html by thedaviddias. Updated May 29, 2026. Use when auditing metadata, crawlability, structured data, or indexability related to Fix malformed HTML structure. Verify the rendered HTML and HTTP response rather than relying only on source files.
• broken-images by thedaviddias. Updated May 29, 2026. Use when reviewing image assets, markup, and CDN or build transforms related to Fix broken images. Check encoded size, rendered size, loading strategy, and above-the-fold impact together.
• broken-links by thedaviddias. Updated May 29, 2026. Use when auditing metadata, crawlability, structured data, or indexability related to Resolve internal broken links. Verify the rendered HTML and HTTP response rather than relying only on source files.
• browse by garrytan. Updated September 29, 2026. Drive a real browser through Aside: open a page, read it, click through a flow, take screenshots, check console errors. (gstack)
• browser-automation by openclaw. Updated August 28, 2026. Use when controlling web pages with the OpenClaw browser tool, especially multi-step flows, login checks, tab management, or recovery from stale refs/timeouts.
• browser-caching by thedaviddias. Updated May 29, 2026. Use when auditing slow page loads, heavy assets, or rendering delays related to Enable browser caching. Verify the actual bottleneck in DevTools, Lighthouse, or field data before recommending changes.
• browser-qa by affaan-m. Updated May 17, 2026. このスキルを使用して、機能をデプロイ後にブラウザ自動化を使用した自動ビジュアルテストとUI相互作用検証を自動化します。
• browser-qa by affaan-m. Updated September 27, 2026. Run automated post-deploy UI verification with a browser automation MCP (claude-in-chrome, Playwright, or Puppeteer): console-error and Core Web Vitals smoke checks, form and auth-flow interaction tests, screenshot visual regression across three breakpoints, and axe-core accessibility audits ending in a SHIP / DO-NOT-SHIP verdict. Use when testing a deployed feature on staging or preview, before shipping frontend changes, reviewing a frontend PR, or checking responsive layout and accessibility.
• browser-required by thedaviddias. Updated May 29, 2026. Use when auditing slow page loads, heavy assets, or rendering delays related to Perform browser-based performance audits. Verify the actual bottleneck in DevTools, Lighthouse, or field data before recommending changes.
• browser-testing-with-devtools by addyosmani. Updated June 11, 2026. Tests in real browsers via Chrome DevTools MCP. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture console errors, analyze network requests, profile performance, or verify visual output with real runtime data. Requires the chrome-devtools MCP server to be configured.
• browser-use by browser-use. Updated September 4, 2026. Direct browser control via CDP for web interaction: automation, scraping, testing, screenshots, and site/app work.
• build-champ-triage by microsoft. Updated September 18, 2026. Find out why a build has failed
• bun-runtime by affaan-m. Updated May 17, 2026. ランタイムとしてのBun、パッケージマネージャー、バンドラー、テストランナー。Bun対Nodeを選択する場合、移行メモ、Vercelサポート。
• button-name by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide accessible names for buttons. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• canary-watch by affaan-m. Updated May 17, 2026. このスキルを使用して、デプロイメント、マージ、または依存関係アップグレード後にデプロイされたURLの回帰を監視します。
• canary-watch by affaan-m. Updated May 11, 2026. 使用此技能在部署、合并或依赖升级后监控已部署的URL是否存在回归问题。
• canary-watch by affaan-m. Updated June 11, 2026. Use this skill to monitor and verify a deployed URL after releases — checks HTTP endpoints, SSE streams, static assets, console errors, and performance regressions after deploys, merges, or dependency upgrades. Smoke / canary / post-deploy verification.
• canonical-chain by thedaviddias. Updated May 29, 2026. Use when auditing metadata, crawlability, structured data, or indexability related to Avoid redirect chains on canonical URLs. Verify the rendered HTML and HTTP response rather than relying only on source files.
• canonical-header by thedaviddias. Updated May 29, 2026. Use when auditing metadata, crawlability, structured data, or indexability related to Sync HTML canonical tags and Link headers. Verify the rendered HTML and HTTP response rather than relying only on source files.
• cavecrew by JuliusBrussee. Updated August 29, 2026. When to delegate to `cavecrew-investigator` (locate code), `cavecrew-builder` (1-2 file edit) or `cavecrew-reviewer` (diff review) instead of working inline or using `Explore`. Their output is compressed, so main context lasts longer.
• cavecrew by JuliusBrussee. Updated August 23, 2026. When to delegate to `cavecrew-investigator` (locate code), `cavecrew-builder` (1-2 file edit) or `cavecrew-reviewer` (diff review) instead of working inline or using `Explore`. Their output is compressed, so main context lasts longer.
• caveman-evidence-review by JuliusBrussee. Updated August 23, 2026. Read-only review of Caveman Cloud evidence: cost, Cave Score, workflows, traces, latency, errors, routing, savings. Use when asked what Caveman found or where LLM spend goes.
• caveman-explore by JuliusBrussee. Updated August 23, 2026. Read-only repository explorer for cold-start orientation, broad cross-file localization, or when a direct search failed. Skip it when the exact file or symbol is already named. Returns path:line citations only; its reads stay out of main context.
• caveman-help by JuliusBrussee. Updated September 8, 2026. Quick-reference card for caveman modes, skills and commands. Trigger: /caveman-help or "caveman help".
• caveman-learn by JuliusBrussee. Updated August 23, 2026. Act on a Caveman learn report - review the ranked token sinks, apply cost-lowering fixes with per-edit consent, and report what those fixes returned. Use when asked to lower an agent's token cost, what caveman has saved, to trim a heavy CLAUDE.md, or to offload re-pasted context into cavemem.
• caveman-manage by JuliusBrussee. Updated August 23, 2026. Inspect Caveman Cloud's experiment lifecycle and block unsafe execution. Use when asked to start, approve, cancel, promote or roll back a Caveman experiment.
• caveman-review by JuliusBrussee. Updated August 23, 2026. Compressed code review - one line per finding with location, problem and fix. Use for /caveman-review, "review this PR", or "review the diff".
• caveman-stats by JuliusBrussee. Updated September 8, 2026. Show recorded output and cache-read token usage and mode attribution for the current Claude Code session, or locate the host's native usage report. Trigger: /caveman-stats.
• caveman-stats by JuliusBrussee. Updated September 14, 2026. Show recorded output and cache-read token usage and mode attribution for the current Claude Code session, or locate the host's native usage report. Trigger: /caveman-stats.
• ccs-align by thedotmack. Updated September 9, 2026. Run the CCS Align seat's hourly breathing cycle — prove the local claude-mem worker is healthy, pull needle observations through search → timeline → get_observations, land them in a seat-owned middle cache via atomic grab → append → filter exclude-marks → replace, manage exclude marks, and walk house → project → seat rules to detect conflicts (SHADOW_HOUSE, DENY_ALLOW, DRIFT, CLOCK_HEADER) with an append-only rules-report.md. Use when asked to run CCS Align, breathe the alignment seat, refresh the middle cache, exclude or restore an observation, walk rules, check rules conflicts, or check the Worker Watch board.
• cdn by thedaviddias. Updated May 29, 2026. Use when auditing slow page loads, heavy assets, or rendering delays related to Use a content delivery network. Verify the actual bottleneck in DevTools, Lighthouse, or field data before recommending changes.
• channel-message-flows by openclaw. Updated July 3, 2026. Use when running QA Lab channel message flow evidence.
• chat-perf by microsoft. Updated September 9, 2026. Run chat perf benchmarks and memory leak checks against the local dev build or any published VS Code version. Use when investigating chat rendering regressions, validating perf-sensitive changes to chat UI, or checking for memory leaks in the chat response pipeline.
• check-airport-delays by koala73. Updated September 5, 2026. Retrieve current airport delay and cancellation alerts worldwide — delay type, severity, average delay minutes, and affected-flight percentages per airport. Use when the user asks whether an airport is delayed, disrupted, or experiencing cancellations.
• check-airport-delays by koala73. Updated September 5, 2026. Retrieve current airport delay and cancellation alerts worldwide — delay type, severity, average delay minutes, and affected-flight percentages per airport. Use when the user asks whether an airport is delayed, disrupted, or experiencing cancellations.
• check-chokepoint-status by koala73. Updated September 5, 2026. Retrieve live disruption status for the 13 monitored maritime chokepoints (Suez, Hormuz, Malacca, Bab el-Mandeb, Panama, and more). Use when the user asks whether a strait or canal is disrupted, congested, or safe for shipping right now.
• check-chokepoint-status by koala73. Updated September 5, 2026. Retrieve live disruption status for the 13 monitored maritime chokepoints (Suez, Hormuz, Malacca, Bab el-Mandeb, Panama, and more). Use when the user asks whether a strait or canal is disrupted, congested, or safe for shipping right now.
• check-country-risk by koala73. Updated September 5, 2026. Retrieve composite country risk intelligence — Country Instability Index (CII), travel advisory level, and active sanctions exposure — for one country by ISO code. Use when the user asks how risky or unstable a country is right now.
• check-country-risk by koala73. Updated September 5, 2026. Retrieve composite country risk intelligence — Country Instability Index (CII), travel advisory level, and active sanctions exposure — for one country by ISO code. Use when the user asks how risky or unstable a country is right now.
• check-pr by paperclipai. Updated July 10, 2026. Check a GitHub, GitLab, or Perforce PR/MR/CL for review comments, failing checks, and PR-body gaps. Use when asked to inspect, fix, or prepare a change for submission.
• chrome-release-cls by electron. Updated September 16, 2026. Given a Chrome Releases blog post URL (chromereleases.googleblog.com), extract every CVE/bug and find the underlying Gerrit CL that fixed it by searching the local Chromium checkout and sub-repos. Use when asked to map Chrome security release notes to fixing CLs, or to find which commits correspond to CVEs in a Chrome stable update.
• chrome-release-verify by electron. Updated September 16, 2026. End-to-end Chrome security backport for an Electron release branch. Given a Chrome Releases blog URL and a branch (e.g. 41-x-y), determines which CVE fixes are missing from the *actual synced source*, writes the cherry-pick patches locally, validates them with `e sync --3` + `lint --patches`, then pushes a single PR. Use when asked to backport a Chrome security release to N-x-y, "is CVE-X already in N-x-y?", or to produce/validate the cherry-pick set for a release branch.
• chronicle by microsoft. Updated June 9, 2026. Analyze Copilot session history for standup reports, usage tips, session search, and session reindexing. Use when the user asks for a standup, daily summary, usage tips, workflow recommendations, wants to search or find past sessions by keyword/file/PR, wants to reindex their session store, or asks about deleting session data.
• ci-fails-buildkite by vllm-project. Updated September 1, 2026. Fetch and diagnose vLLM Buildkite CI failure logs. Use when investigating failing CI jobs on a PR or build, when the user pastes a buildkite.com URL, or asks to fetch/diagnose CI logs.
• ci-metrics by pytorch. Updated July 1, 2026. Query PyTorch CI, GitHub Actions, HUD, Grafana, and infrastructure metrics. Use when users ask about CI duration, job failures, queue times, workflow trends, runner health, dashboard data, or PyTorch infrastructure metrics.
• cisco-ios-patterns by affaan-m. Updated May 17, 2026. showコマンド、コンフィグ階層、ワイルドカードマスク、ACL配置、インターフェースハイジーン、安全な変更ウィンドウ検証のためのCisco IOSおよびIOS-XEレビューパターン。
• cisco-ios-patterns by affaan-m. Updated August 12, 2026. Cisco IOS and IOS-XE review patterns for show commands, config hierarchy, wildcard masks, ACL placement, interface hygiene, and safe change-window verification. Use when reading, writing, or reviewing Cisco IOS / IOS-XE configuration or planning a change window.
• citations by thedaviddias. Updated May 29, 2026. Use when auditing metadata, crawlability, structured data, or indexability related to Cite authoritative external sources. Verify the rendered HTML and HTTP response rather than relying only on source files.
• clawdtributor by openclaw. Updated August 27, 2026. Clawtributor PRs here, last week or another window: discover conversation refs, recheck GitHub, rank by impact.
• clawhub by openclaw. Updated August 3, 2026. Search ClawHub for skills when a requested capability is not already available; install, verify, update, uninstall, publish, or sync skills.
• clean-up-comments by thedaviddias. Updated May 29, 2026. Use when reviewing templates, rendered HTML, or shared components related to Remove comments and debug code in production. Validate the final browser-facing markup, not just the source framework abstraction.
• click-path-audit by affaan-m. Updated May 17, 2026. ユーザー向けボタン/タッチポイントを完全な状態変更シーケンスを通して追跡し、機能が個別に機能するが互いにキャンセルされたり、間違った最終状態を生成したり、UIを矛盾した状態にしたままにするバグを見つけます。次の場合に使用します：体系的なデバッグがバグを見つけたが、ユーザーは壊れたボタンを報告する場合、または共有状態ストアに触れる主要なリファクター後。
• click-path-audit by affaan-m. Updated May 11, 2026. 追踪每个面向用户的按钮/触点的完整状态变化序列，以发现功能单独工作但相互抵消、产生错误最终状态或使UI处于不一致状态的错误。适用于：系统调试未发现错误但用户报告按钮失效，或在任何涉及共享状态存储的重大重构之后。
• click-path-audit by affaan-m. Updated June 11, 2026. Trace every user-facing button/touchpoint through its full state change sequence to find bugs where functions individually work but cancel each other out, produce wrong final state, or leave the UI in an inconsistent state. Use when: systematic debugging found no bugs but users report broken buttons, or after any major refactor touching shared state stores.
• clone-audit-mrlv3nl4 by nexu-io. Updated July 29, 2026. Audit cloned or reimplemented websites for fidelity gaps, tracking scripts, source-brand and language residue, placeholders, and risky external dependencies. Use before handoff or deployment, or when asked to review a website clone for cleanup and readiness.
• code-explorer by google-gemini. Updated August 7, 2026. Explores the repository to locate primary source files, coupled UI components, and test files for bug reports or feature requests.
• code-oss-logs by microsoft. Updated July 10, 2026. Find and read timestamped process logs from Code OSS dev builds, including main.log, renderer.log, extension host logs, and agenthost.log. For bundles produced by Export Agent Host Debug Logs, use agent-host-logs.
• code-review by ggml-org. Updated August 15, 2026. Review llama.cpp changes against project conventions and common reviewer pitfalls before a PR. Use when the user wants to review a diff, branch, or PR.
• code-review by mattpocock. Updated August 19, 2026. Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes: Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue/spec asked for?). Runs both reviews in parallel sub-agents and reports them side by side. Use when the user wants to review a branch, a PR, work-in-progress changes, or asks to "review since X".
• code-review by shareAI-lab. Updated February 21, 2026. Perform thorough code reviews with security, performance, and maintainability analysis. Use when user asks to review code, check for bugs, or audit a codebase.
• code-splitting by thedaviddias. Updated May 29, 2026. Use when reviewing large SPA bundles, new dependency additions, or routes that feel slow to hydrate. Focus on code that is not required for the initial view and can move behind route transitions, user interaction, or viewport-based loading.
• coding-standards by affaan-m. Updated September 18, 2026. Baseline cross-project coding conventions for naming, readability, immutability, and code-quality review. Use detailed frontend or backend skills for framework-specific patterns. Use when reviewing code quality or naming with no framework-specific skill that applies.
• coding-standards by affaan-m. Updated August 12, 2026. Baseline cross-project coding conventions for naming, readability, immutability, and code-quality review. Use detailed frontend or backend skills for framework-specific patterns. Use when reviewing code quality or naming with no framework-specific skill that applies.
• collectors-authoring by netdata. Updated September 25, 2026. Author, modify, or review Netdata collectors across Go, IBM, C, Rust and external plugins. Start here for collector lifecycle, metric identity, missing data, cost, cardinality, SNMP/Prometheus profiles, statsd, logs, topology, flow/OTEL ingestion and Functions. Routes to domain and framework guidance. Operator queries use the query skills.
• collectors-prometheus-profiles by netdata. Updated September 22, 2026. Create, review or validate Netdata Prometheus chart profiles, exporter dashboard design, collection policy and stock semantic proofs. Also use for profile authoring scripts and explicitly requested capture, installation or live verification.
• collectors-snmp-profiles by netdata. Updated September 12, 2026. Author or review Netdata SNMP polling profiles, ddsnmp parsing, topology/licensing/BGP rows and profile-format documentation. Check source MIB accessibility and row-index extraction for affected symbols. Trap profiles and topology payload design use their separate skills.
• collectors-snmp-trap-profiles by netdata. Updated September 12, 2026. Author or review Netdata SNMP trap profiles, metrics/charts rules, loader schema, snmp-trap-profile-gen, stock catalogue/compression and category/severity changes. Preserve MIB, varbind, taxonomy and cardinality contracts. Trap-log queries and SNMP polling profiles use separate skills.
• component-fixtures by microsoft. Updated September 27, 2026. Use when creating or updating component fixtures for screenshot testing, or when designing UI components to be fixture-friendly. Covers fixture file structure, theming, service setup, CSS scoping, async rendering, and common pitfalls.
• component-refactoring by langflow-ai. Updated March 19, 2026. Refactor high-complexity React components in Langflow frontend. Use when manual complexity assessment shows complexity > 50 or lineCount > 300, when the user asks for code splitting, hook extraction, or complexity reduction; avoid for simple/well-structured components, third-party wrappers, or when the user explicitly wants testing without refactoring.
• compression by thedaviddias. Updated May 29, 2026. Use when auditing slow page loads, heavy assets, or rendering delays related to Enable text-based compression. Verify the actual bottleneck in DevTools, Lighthouse, or field data before recommending changes.
• config-gc by affaan-m. Updated June 11, 2026. Garbage collection for your Claude Code configuration. Periodically scans ~/.claude (skills, memory, hooks, permissions, MCP servers, caches) for redundant, stale, orphaned, or low-value items, then walks the user through a confirm-each-deletion cleanup. Use when the user says "clean up my config", "config GC", "too many skills", "audit my setup", "my .claude is bloated", or asks for a periodic config review.
• connections-optimizer by affaan-m. Updated May 17, 2026. レビュー優先の整理、フォロー/追加の推薦、ユーザーの実際の声で書かれたチャネル別ウォームアウトリーチのドラフトを通じて、ユーザーのXとLinkedInネットワークを再編成します。フォローリストを整理したい、現在の優先事項に向けて成長したい、または高品質な関係を中心にソーシャルグラフのバランスを取り直したい場合に使用します。
• consent-mode by thedaviddias. Updated May 29, 2026. Use when auditing slow page loads, heavy assets, or rendering delays related to Implement Google Consent Mode v2. Verify the actual bottleneck in DevTools, Lighthouse, or field data before recommending changes.
• consistent-help by thedaviddias. Updated May 29, 2026. Use when reviewing support UI across multi-page flows such as checkout, onboarding, account recovery, or support journeys. Compare multiple pages in the same variation instead of reviewing a single page alone.
• console-cleanup by thedaviddias. Updated May 29, 2026. Use when reviewing scripts, client components, bundles, or runtime behavior related to Remove console statements in production. Inspect both source code and the browser execution path so fixes target the real bottleneck or bug.
• const-let by thedaviddias. Updated May 29, 2026. Use when reviewing scripts, client components, bundles, or runtime behavior related to Prefer const and let over var. Inspect both source code and the browser execution path so fixes target the real bottleneck or bug.
• contact-page by thedaviddias. Updated May 29, 2026. Use when auditing metadata, crawlability, structured data, or indexability related to Create a comprehensive Contact page. Verify the rendered HTML and HTTP response rather than relying only on source files.
• container-queries by thedaviddias. Updated May 29, 2026. Use when reviewing stylesheets, component styles, and responsive behavior related to Use container queries for component-level responsiveness. Check the rendered layout across breakpoints and interaction states before proposing a fix.
• content-dates by thedaviddias. Updated May 29, 2026. Use when auditing article or blog pages for date markup, generating Article JSON-LD with datePublished/dateModified, or checking whether a CMS template surfaces dates correctly.
• content-without-css by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, layout components, or design-system patterns that may depend on presentation for meaning. Check the DOM order, semantic structure, form relationships, and whether CSS generated content carries essential information.
• context-budget by affaan-m. Updated May 17, 2026. エージェント、スキル、MCPサーバー、ルールにわたってClaude Codeのコンテキストウィンドウ消費を監査します。肥大化、冗長なコンポーネントを特定し、優先順位付けされたトークン節約の推奨事項を生成します。
• context-budget by affaan-m. Updated March 30, 2026. 审核Claude Code上下文窗口在代理、技能、MCP服务器和规则中的消耗情况。识别膨胀、冗余组件，并提供优先的令牌节省建议。
• context-budget by affaan-m. Updated August 12, 2026. Audits Claude Code context window consumption across agents, skills, MCP servers, and rules. Identifies bloat, redundant components, and produces prioritized token-savings recommendations. Use when the context window is filling up too fast and the agents, skills, MCP servers, or rules consuming it need to be identified.
• cost-tracking by affaan-m. Updated May 17, 2026. ローカルのコスト追跡データベースからClaude Codeのトークン使用量、支出、予算を追跡・レポートします。コスト、支出、使用量、トークン、予算、またはプロジェクト、ツール、セッション、日付によるコスト内訳について質問する場合に使用します。
• cpu-profile-analysis by microsoft. Updated April 10, 2026. Analyze V8/Chrome CPU profiles (.cpuprofile) and DevTools trace files (Trace-*.json). Use when: profiling performance, investigating slow functions, comparing code paths, finding bottlenecks, analyzing timeToRequest, understanding call trees from sampling profiler data, analyzing layout/paint/rendering, investigating user timing marks.
• critical-images by thedaviddias. Updated May 29, 2026. Use when reviewing image assets, markup, and CDN or build transforms related to Prioritize loading critical images. Check encoded size, rendered size, loading strategy, and above-the-fold impact together.
• critical-request-chains by thedaviddias. Updated May 29, 2026. Use when auditing slow page loads, heavy assets, or rendering delays related to Minimize critical request chains. Verify the actual bottleneck in DevTools, Lighthouse, or field data before recommending changes.
• cross-browser-testing by thedaviddias. Updated May 29, 2026. Use when reviewing CI coverage, automated checks, or test strategy related to Test across all major browsers. Focus on whether the rule is continuously verified, not just documented.
• cross-origin-isolation by thedaviddias. Updated May 29, 2026. Use when reviewing security-sensitive web apps, SharedArrayBuffer usage, worker-heavy apps, editors, or measurement features that require cross-origin isolation. Check both headers and real browser behavior.
• cross-origin-security by thedaviddias. Updated May 29, 2026. Use when reviewing scripts, client components, bundles, or runtime behavior related to Handle cross-origin requests securely. Inspect both source code and the browser execution path so fixes target the real bottleneck or bug.
• csharp-testing by affaan-m. Updated May 17, 2026. xUnit、FluentAssertions、モッキング、統合テスト、テスト組織のベストプラクティスを使用したC#と.NETのテストパターン。
• cso by garrytan. Updated September 14, 2026. Security audit: supported static findings; qualified profiles add reproduction and repair candidates. (gstack)
• css-containment by thedaviddias. Updated May 29, 2026. Use when reviewing stylesheets, component styles, and responsive behavior related to Use CSS containment to limit repaint scope. Check the rendered layout across breakpoints and interaction states before proposing a fix.
• css-critical by thedaviddias. Updated May 29, 2026. Use when reviewing stylesheets, component styles, and responsive behavior related to Inline critical CSS for faster rendering. Check the rendered layout across breakpoints and interaction states before proposing a fix.
• css-custom-properties by thedaviddias. Updated May 29, 2026. Use when reviewing stylesheets, component styles, and responsive behavior related to Use CSS custom properties for design tokens. Check the rendered layout across breakpoints and interaction states before proposing a fix.
• css-file-size by thedaviddias. Updated May 29, 2026. Use when auditing slow page loads, heavy assets, or rendering delays related to Optimize CSS file size. Verify the actual bottleneck in DevTools, Lighthouse, or field data before recommending changes.
• css-minification by thedaviddias. Updated May 29, 2026. Use when reviewing stylesheets, component styles, and responsive behavior related to Minify all CSS files. Check the rendered layout across breakpoints and interaction states before proposing a fix.
• css-non-blocking by thedaviddias. Updated May 29, 2026. Use when reviewing stylesheets, component styles, and responsive behavior related to Load CSS without blocking render. Check the rendered layout across breakpoints and interaction states before proposing a fix.
• css-order by thedaviddias. Updated May 29, 2026. Use when reviewing stylesheets, component styles, and responsive behavior related to Order CSS files correctly. Check the rendered layout across breakpoints and interaction states before proposing a fix.
• css-print by thedaviddias. Updated May 29, 2026. Use when reviewing stylesheets, component styles, and responsive behavior related to Include a print stylesheet. Check the rendered layout across breakpoints and interaction states before proposing a fix.
• cumulative-layout-shift by thedaviddias. Updated May 29, 2026. Use when auditing slow page loads, heavy assets, or rendering delays related to Minimize cumulative layout shift. Verify the actual bottleneck in DevTools, Lighthouse, or field data before recommending changes.
• currency-formatting by thedaviddias. Updated May 29, 2026. Use when reviewing utility functions, component props, or template strings that format numbers, prices, or dates to check whether Intl APIs are used correctly.
• custom-element-accessibility by thedaviddias. Updated May 29, 2026. Use when reviewing custom element class definitions or Web Component source code to check for missing ARIA reflection, keyboard handling, and form association.
• dark-mode-css by thedaviddias. Updated May 29, 2026. Use when reviewing stylesheets, component styles, and responsive behavior related to Support dark mode with prefers-color-scheme. Check the rendered layout across breakpoints and interaction states before proposing a fix.
• dashboard by nexu-io. Updated July 27, 2026. Admin / analytics dashboard in a single HTML file. Fixed left sidebar, top bar with user/search, main grid of KPI cards and one or two charts. Use when the brief asks for a "dashboard", "admin", "analytics", or "control panel" screen.
• dashboard by nexu-io. Updated August 18, 2026. Admin / analytics dashboard in a single HTML file. Fixed left sidebar, top bar with user/search, main grid of KPI cards and one or two charts. Use when the brief asks for a "dashboard", "admin", "analytics", or "control panel" screen.
• data-minimisation by thedaviddias. Updated May 29, 2026. Use when reviewing form components, API payloads, or client-side storage to identify fields that are collected but not consumed by a stated feature.
• dce-edge by vercel. Updated May 14, 2026. DCE-safe require() patterns and edge runtime constraints. Use when writing conditional require() calls, guarding Node-only imports (node:stream etc.), or editing define-env-plugin.ts / app-render / stream-utils for edge builds. Covers if/else branching for webpack DCE, TypeScript definite assignment, the NEXT_RUNTIME vs real feature flag distinction, and forcing flags false for edge in define-env.ts.
• dead-end-pages by thedaviddias. Updated May 29, 2026. Use when auditing a site's internal link graph for dead-end pages, suggesting related-content links to add to thin or standalone pages, or reviewing CMS templates that produce link-free content pages.
• debounce-throttle by thedaviddias. Updated May 29, 2026. Use when reviewing scripts, client components, bundles, or runtime behavior related to Debounce and throttle event handlers. Inspect both source code and the browser execution path so fixes target the real bottleneck or bug.
• debug-frontend-with-browser by lobehub. Updated September 7, 2026. Use for intermittent UI, stale state, ordering, navigation or browser-only bugs. Extends acceptance with boundary tracing and regression diagnosis.
• debug-ima by vllm-project. Updated August 26, 2026. Debug CUDA illegal memory access (IMA) errors in vLLM with CUDA core dumps and cuda-gdb.
• debug-package by lobehub. Updated September 26, 2026. Use for debug() logging, lobe-* namespaces, DEBUG/localStorage.debug configuration and log formatting.
• debugging-and-error-recovery by addyosmani. Updated September 7, 2026. Guides systematic root-cause debugging. Use when tests fail, builds break, something that worked yesterday broke, behavior doesn't match expectations, or you encounter any unexpected error. Use when you need to figure out what broke and why — a systematic approach to finding and fixing the root cause rather than guessing.
• debugging-executions by n8n-io. Updated September 28, 2026. Debug failed or wrong-output workflow executions using executions tools. Load when the user reports execution failures, unexpected node output, empty parameter values after a successful run, or a node showing a red or failed expression error.
• deep-research by affaan-m. Updated September 18, 2026. Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution. Use when the user wants thorough research on any topic with evidence and citations.
• deep-research by affaan-m. Updated March 22, 2026. 使用firecrawl和exa MCPs进行多源深度研究。搜索网络、综合发现并交付带有来源引用的报告。适用于用户希望对任何主题进行有证据和引用的彻底研究时。
• deep-research by affaan-m. Updated June 7, 2026. Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution. Use when the user wants thorough research on any topic with evidence and citations.
• defer-async by thedaviddias. Updated May 29, 2026. Use when reviewing templates, rendered HTML, or shared components related to Load scripts with defer, async, or type=module. Validate the final browser-facing markup, not just the source framework abstraction.
• defi-amm-security by affaan-m. Updated May 17, 2026. DeFi自動マーケットメーカー（AMM）スマートコントラクトセキュリティ監査パターン。フラッシュローン、スリッページ、サンドイッチング攻撃、価格操作、再入攻撃、不正確な整数演算をカバー。
• definition-list by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Use correct definition list structure. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• dependency-audit by thedaviddias. Updated May 29, 2026. Use when reviewing a project's security posture, setting up CI pipelines, or responding to a reported vulnerability in a dependency.
• dependency-doctor by Shubhamsaboo. Updated July 29, 2026. Checks requirements.txt, pyproject.toml, and package.json dependency manifests for surface-level direct-dependency footguns: standard-library shadowing pins, abandoned backports, unpinned dependencies, and obvious intra-manifest conflicts, plus opt-in PyPI yanked releases. Use when the user asks to check a manifest for dependency problems, asks why dependencies won't install or whether anything is wrong with their dependencies, wants a dependency autopsy, or suspects dependency manifest rot. Runs offline by default as a local tool for the user's own project, not repository CI.
• design-review by garrytan. Updated September 29, 2026. Designer's eye QA: finds visual inconsistency, spacing issues, hierarchy problems, AI slop patterns, and slow interactions — then fixes them. (gstack)
• deslop by openclaw. Updated August 16, 2026. Diff-scoped AI-slop cleanup pass: strip comment slop, defensive-check slop, type-laundering, and style drift from the current branch diff before autoreview.
• deslop-shared-libs by garrytan. Updated September 24, 2026. Find worthwhile shared-code extractions in recent work. (gstack)
• diagnose-gateway by openclaw. Updated August 19, 2026. Diagnose Gateway, config, secrets, channels, and port failures with read-only one-liners.
• diagnose-why-work-stopped by paperclipai. Updated July 10, 2026. Diagnose stalled, looping, or over-recovered Paperclip issue trees and propose a no-code product-rule plan. Use when asked why work stopped, why it looped, or how to prevent a tree from going too deep.
• diagnosing-bugs by mattpocock. Updated August 19, 2026. Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.
• diagnosing-superpowers by obra. Updated September 19, 2026. Use when a superpowers session went wrong and your human partner wants to know why — repeated work, ignored plans, stumbles, poor results, a skill that didn't fire, "it took too long", "why is it so expensive", "what is it doing" — or wants to build a bug report for the superpowers maintainers, for the current session or a past one identified by id or path, on any harness.
• disclaimers by thedaviddias. Updated May 29, 2026. Use when auditing YMYL content pages for trust signals, generating disclaimer copy for medical or financial content, or reviewing affiliate disclosure requirements under FTC or ASA guidelines.
• discrawl by openclaw. Updated May 29, 2026. Discord archive: search, sync freshness, DMs, summaries, TUI, repo/release work.
• dlitem by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Wrap definition items in a definition list. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• dogfood by NousResearch. Updated August 8, 2026. Exploratory QA of web apps: find bugs, evidence, reports.
• dom-performance by thedaviddias. Updated May 29, 2026. Use when reviewing scripts, client components, bundles, or runtime behavior related to Minimize costly DOM read/write operations. Inspect both source code and the browser execution path so fixes target the real bottleneck or bug. In React, repeated requestAnimationFrame-driven state updates across multiple mounted components are a valid performance smell when visible in the source.
• dom-size by thedaviddias. Updated May 29, 2026. Use when auditing slow page loads, heavy assets, or rendering delays related to Reduce DOM size and complexity. Verify the actual bottleneck in DevTools, Lighthouse, or field data before recommending changes.
• dsh-archive-agent-notes by deepseek-ai. Updated September 18, 2026. Use when adding, auditing, pruning, archiving, restoring, or reviewing Agent Notes in deepseek-harness; checks every new note for superseded active records, deletes small UI and purely mechanical records, classifies other implemented notes by future decision value, deletes rejected notes that no longer prevent a tempting fallacy, and applies the frozen archived/{kind} triplet and manifest rules.
• dsh-ci-test-reliability by deepseek-ai. Updated August 29, 2026. Design, review, and diagnose DeepSeek Harness tests and fixtures that can fail nondeterministically under CI concurrency, shared host resources, clocks, process-global state, subprocesses, network listeners, or asynchronous teardown. Use when adding or changing tests with those risks, investigating flaky CI, or reviewing test isolation; use dsh-pre-push-checks separately to select outgoing commands.
• dsh-find-simplifications by deepseek-ai. Updated September 19, 2026. Find evidence-backed simplifications in DeepSeek Harness code, APIs, configuration, tests, and prose; write or consolidate proposals, identify small inline cleanups, or assess simplifications from another branch. Use for removing dead, duplicated, speculative, or unnecessarily maintained behavior and infrastructure.
• dsh-prose-standard by deepseek-ai. Updated August 25, 2026. Use when writing, reviewing, restoring, trimming, or auditing prose in the deepseek-harness repo, including deciding where documentation or comments are required across Markdown, JSDoc, code and test comments, prompts, descriptions, diagnostics, and CLI or UI strings.
• dsh-speed-up-perf by deepseek-ai. Updated September 6, 2026. Use when investigating or optimizing DeepSeek Harness performance, designing realistic synthetic benchmarks or CI performance gates, profiling long Sessions or Web responsiveness, or turning performance PR evidence into measured behavior-preserving fixes.
• dsh-trim-cot-leakage by deepseek-ai. Updated September 11, 2026. Use when auditing or fixing prose that reads like a leaked reasoning transcript — dead design-session citations such as (decision N), audit item codes, or §N of uncommitted drafts; change narration such as "used to", "no longer", "this cut"; stack or review vantage ("a later PR in this stack", "rejected in review"); reviewer-addressed justifications; control-flow narration; or hedged planning residue in comments, JSDoc, docs, or Agent Notes.
• duplicate-description by thedaviddias. Updated May 30, 2026. Use when auditing a site's meta tag uniqueness, generating page-specific meta descriptions, or reviewing CMS templates that inject the same description globally.
• duplicate-id-active by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Use unique IDs for active elements. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• duplicate-id-aria by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Use unique IDs for ARIA references. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• duplicate-js by thedaviddias. Updated May 29, 2026. Use when auditing slow page loads, heavy assets, or rendering delays related to Remove duplicate JavaScript libraries. Verify the actual bottleneck in DevTools, Lighthouse, or field data before recommending changes.
• dynamic-resources by earendil-works. Updated September 3, 2026. Example skill loaded from resources_discover
• dynamic-workflow by NousResearch. Updated September 19, 2026. Plan-in-code fan-outs, adversarial verification, waves.
• ecc-guide by affaan-m. Updated September 27, 2026. Answer questions about Everything Claude Code by reading the live repo surface — agents, skills, commands, hooks, rules, install profiles, and docs — instead of memory. Use when the user asks what ECC includes, how to install or reset it, which skill or command fits a task, or how project onboarding works.
• ecc-recipes by affaan-m. Updated September 27, 2026. Map a described workflow to the right ECC command group with run-order and stop condition, or browse all command-group recipe families read live from the commands directory. Advisory only — never executes. Use when asked which commands run a workflow, the command sequence for a task, or to list ECC pipelines; not for executing the task (route to the command itself), single-command docs (use ecc-guide), or prompt rewrites (use prompt-optimizer).
• ecc-tools-cost-audit by affaan-m. Updated May 11, 2026. 证据优先的ECC工具燃烧和计费审计工作流。用于调查ECC工具仓库中的失控PR创建、配额绕过、高级模型泄漏、重复作业或GitHub App成本激增。
• editorial-policy by thedaviddias. Updated May 29, 2026. Use when auditing a blog, news site, or YMYL content site for trust signals, drafting editorial policy page content, or evaluating whether a site meets Google's quality rater trustworthiness criteria.
• element-hiding by thedaviddias. Updated May 29, 2026. Use when reviewing a website for layout and functionality issues caused by adblocker filter rules targeting common ad-related class names and IDs.
• embedded-or-inline-css by thedaviddias. Updated May 29, 2026. Use when reviewing stylesheets, component styles, and responsive behavior related to Avoid embedded and inline CSS. Check the rendered layout across breakpoints and interaction states before proposing a fix.
• empty-links by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Fix empty and broken links. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• error-handling by thedaviddias. Updated May 29, 2026. Use when reviewing scripts, client components, bundles, or runtime behavior related to Implement proper error handling. Inspect both source code and the browser execution path so fixes target the real bottleneck or bug.
• error-images by thedaviddias. Updated May 29, 2026. Use when reviewing image assets, markup, and CDN or build transforms related to Handle image loading errors gracefully. Check encoded size, rendered size, loading strategy, and above-the-fold impact together.
• error-monitoring by thedaviddias. Updated May 29, 2026. Use when setting up a new project's production observability stack, reviewing incident response readiness, or investigating why errors are going undetected.
• es-modules by thedaviddias. Updated May 29, 2026. Use when reviewing scripts, client components, bundles, or runtime behavior related to Use ES modules (import/export). Inspect both source code and the browser execution path so fixes target the real bottleneck or bug.
• event-delegation by thedaviddias. Updated May 29, 2026. Use when reviewing scripts, client components, bundles, or runtime behavior related to Use event delegation for dynamic content. Inspect both source code and the browser execution path so fixes target the real bottleneck or bug.
• exa-search by affaan-m. Updated September 18, 2026. Neural search via Exa MCP for web, code, and company research. Use when the user needs web search, code examples, company intel, people lookup, or AI-powered deep research with Exa's neural search engine.
• exa-search by affaan-m. Updated May 17, 2026. Exa MCPによるウェブ、コード、企業調査のためのニューラル検索。ユーザーがウェブ検索、コード例、企業情報、人物検索、またはExaのニューラル検索エンジンを使ったAI駆動の詳細調査を必要とする場合に使用します。
• exa-search by affaan-m. Updated March 22, 2026. 通过Exa MCP进行神经搜索，适用于网络、代码和公司研究。当用户需要网络搜索、代码示例、公司情报、人员查找，或使用Exa神经搜索引擎进行AI驱动的深度研究时使用。
• exa-search by affaan-m. Updated August 28, 2026. Neural search via Exa MCP for web, code, and company research. Use when the user needs web search, code examples, company intel, people lookup, or AI-powered deep research with Exa's neural search engine.
• example-safe-skill by bytedance. Updated July 11, 2026. Reviews a single Markdown troubleshooting note for clarity. Invoke when the user asks to improve a provided troubleshooting note.
• explore-homecore by ruvnet. Updated July 29, 2026. Map a Homecore capability to reviewed source, tests, ADRs, and limitations.
• export-download-debugging by nexu-io. Updated May 30, 2026. Diagnose and fix browser, preview, or Electron export/download failures, especially image export issues involving Save As, Blob/Data URLs, the File System Access API, createWritable failures, and 0 KB files.
• fal-restore by nexu-io. Updated August 18, 2026. Restore and fix image quality — deblur, denoise, fix faces, and restore old documents using fal.ai's hosted restoration models.
• fal-vision by nexu-io. Updated August 18, 2026. Analyze images — segment objects, detect, run OCR, describe, and answer visual questions via fal.ai vision models.
• favicon by thedaviddias. Updated May 29, 2026. Use when checking whether a site has a correctly configured favicon, auditing `<link rel='icon'>` tags in the `<head>`, or setting up favicon infrastructure for a new project.
• feature-flags by react. Updated January 24, 2026. Use when feature flag tests fail, flags need updating, understanding @gate pragmas, debugging channel-specific test failures, or adding new flags to React.
• feature-tryouts by microsoft. Updated September 24, 2026. Use when adding, reviewing, or troubleshooting an interactive release-note Try This experience, including commands, views, editor samples, Chat drafts, guided spotlights, prerequisites, scoped targets, or Agents-window handoff.
• feature-walkthrough by Stirling-Tools. Updated July 8, 2026. Explain the full logic and process of the current branch end-to-end so someone with no prior knowledge of the task can understand, review, and reproduce it. Scopes the change from the branch diff, traces the flow across every layer it touches (frontend tool/hook/component, Java controller/service/endpoint, Python engine, config, i18n, tests), and produces a self-contained walkthrough document with Mermaid diagrams (sequence/flow/architecture), annotated file map with clickable references, before/after behavior, screenshots where a UI is involved, a "try it locally" section, and edge cases/risks. Use when asked for a feature or branch walkthrough, "explain what this branch does", a design/logic writeup, PR reviewer onboarding, or a hand-off doc. Pass --html to also emit a rendered HTML version; --no-screens to skip screenshots.
• fetch-news-digest by koala73. Updated September 20, 2026. Retrieve the pre-aggregated digest of World Monitor's curated news feeds, bucketed by category, with per-article threat classification and alert flags. Use when the user asks what's in the news right now, wants headlines by topic, or needs a current-events sweep.
• fetch-news-digest by koala73. Updated September 20, 2026. Retrieve the pre-aggregated digest of World Monitor's curated news feeds, bucketed by category, with per-article threat classification and alert flags. Use when the user asks what's in the news right now, wants headlines by topic, or needs a current-events sweep.
• fetch-resilience-score by koala73. Updated July 5, 2026. Retrieve the composite country resilience score (0-100) and its domain/pillar breakdown for a single country. Use when the user asks how resilient a country is, or wants its numeric resilience score, trend, or per-domain breakdown.
• fetch-resilience-score by koala73. Updated September 5, 2026. Retrieve the composite country resilience score (0-100) and its domain/pillar breakdown for a single country. Use when the user asks how resilient a country is, or wants its numeric resilience score, trend, or per-domain breakdown.
• fetchpriority-attribute by thedaviddias. Updated May 29, 2026. Use when optimising Largest Contentful Paint (LCP), reducing render-blocking resource contention, or fine-tuning resource loading order in the critical rendering path.
• filename-quality by thedaviddias. Updated May 29, 2026. Use when reviewing image assets, markup, and CDN or build transforms related to Use descriptive image filenames. Check encoded size, rendered size, loading strategy, and above-the-fold impact together.
• find-npm-packages by thedaviddias. Updated May 30, 2026. Use when you need to find the 2-3 most popular and well-maintained npm packages relevant to a frontend checklist rule, validate they meet quality thresholds, and add them to the rule's frontmatter.
• find-release by flutter. Updated May 11, 2026. A skill to find the lowest Dart and Flutter release containing a given commit. Use this skill whenever users ask about when a commit landed in Flutter or Dart releases, inquire about release versions for specific SHAs, or want to know if a commit is included in stable, beta, or dev channels for Flutter/Dart projects.
• first-contentful-paint by thedaviddias. Updated May 29, 2026. Use when auditing slow page loads, heavy assets, or rendering delays related to Optimize first contentful paint. Verify the actual bottleneck in DevTools, Lighthouse, or field data before recommending changes.
• fix-ci-failures by microsoft. Updated June 16, 2026. Investigate and fix CI failures on a pull request. Use when CI checks fail on a PR branch — covers finding the PR, identifying failed checks, downloading logs and artifacts, extracting the failure cause, and iterating on a fix. Requires the `gh` CLI.
• flags by react. Updated January 24, 2026. Use when you need to check feature flag states, compare channels, or debug why a feature behaves differently across release channels.
• flaky-smoke-tests by microsoft. Updated September 9, 2026. Diagnose intermittent VS Code Electron smoke-test failures from the Azure DevOps Flaky Smoke Tests pipeline (definition 700). Covers finding failed iterations, downloading task logs and platform artifacts with Azure CLI, correlating cumulative runner logs, tracing the introducing commit, and queueing focused validation runs.
• flashing-content by thedaviddias. Updated May 29, 2026. Use when reviewing rendered HTML, interactive components, or design-system patterns related to Prevent seizure-triggering flashing content. Check native semantics first, then inspect keyboard behavior, focus flow, accessible names, and screen-reader output where relevant.
• flexbox-patterns by thedaviddias. Updated May 29, 2026. Use when reviewing stylesheets, component styles, and responsive behavior related to Apply Flexbox best practices. Check the rendered layout across breakpoints and interaction states before proposing a fix.
• flutter-dart-code-review by affaan-m. Updated May 17, 2026. ウィジェットのベストプラクティス、状態管理パターン（BLoC、Riverpod、Provider、GetX、MobX、Signals）、Dartのイディオム、パフォーマンス、アクセシビリティ、セキュリティ、クリーンアーキテクチャをカバーするライブラリに依存しないFlutter/Dartのコードレビューチェックリスト。
• flutter-dart-code-review by affaan-m. Updated March 21, 2026. 库无关的Flutter/Dart代码审查清单，涵盖Widget最佳实践、状态管理模式（BLoC、Riverpod、Provider、GetX、MobX、Signals）、Dart惯用法、性能、可访问性、安全性和整洁架构。
• flutter-pr-checks-finder by flutter. Updated April 28, 2026. Find failing checks on a Flutter PR and locate the corresponding LUCI log URLs.
• frame-glitch-title by nexu-io. Updated August 18, 2026. Digital glitch, chromatic offset, and data-corruption title frame for video transitions or cyberpunk heroes.
• frame-glitch-title by nexu-io. Updated May 22, 2026. Digital glitch, chromatic offset, and data-corruption title frame for video transitions or cyberpunk heroes.
• frontend-patterns by affaan-m. Updated June 7, 2026. Patrones de desarrollo frontend para React, Next.js, gestión de estado, optimización de rendimiento y buenas prácticas de UI.
• frontend-patterns by affaan-m. Updated March 30, 2026. React, Next.js, 상태 관리, 성능 최적화 및 UI 모범 사례를 위한 프론트엔드 개발 패턴.
• fsharp-testing by affaan-m. Updated May 17, 2026. F#テストフレームワーク、プロパティベーステスト、および関数型アプローチ。
• full-page-screenshot by nexu-io. Updated August 18, 2026. Capture full-page screenshots of web pages via Chrome DevTools Protocol with zero dependencies. Useful for portfolios, case studies, and audit reports.
• full-text-search by lobehub. Updated September 21, 2026. Use for product search: FtsSearchRepo, pg_search/pg_like/Elasticsearch, mapping migrations, projections, Outbox sync, reindexing and performance. Excludes agent web search.
• get-search-view-results by microsoft. Updated February 23, 2026. Get the current search results from the Search view in VS Code
• github-dashboard by nexu-io. Updated August 18, 2026. GitHub repository analytics dashboard — stars, forks, contributors, issues, pull requests, recent activity, and top contributors. Use when the brief asks for a GitHub repo dashboard, open-source growth report, repository health page, or GitHub analytics view.
• github-dashboard by nexu-io. Updated August 18, 2026. GitHub repository analytics dashboard — stars, forks, contributors, issues, pull requests, recent activity, and top contributors. Use when the brief asks for a GitHub repo dashboard, open-source growth report, repository health page, or GitHub analytics view.
• gpui-bench by zed-industries. Updated September 27, 2026. Design, write, review, run, and interpret production-shaped GPUI Criterion benchmarks, including gpui::bench, BenchAppContext, renderer and task benchmarks, headless Metal frame data, responsiveness and hang regressions, feature isolation from test-support, and before/after performance evidence.
• gstack-openclaw-investigate by garrytan. Updated April 17, 2026. Use when asked to debug, fix a bug, investigate an error, or do root cause analysis, and when users report errors, stack traces, unexpected behavior, or say something stopped working.
• gstack-openclaw-retro by garrytan. Updated August 15, 2026. Weekly engineering retrospective. Analyzes commit history, work patterns, and code quality metrics with persistent history and trend tracking. Team-aware with per-person contributions, praise, and growth areas. Use when asked for weekly retro, what shipped this week, or engineering retrospective.
• ha-merge-queue by home-assistant. Updated August 29, 2026. Finds open Home Assistant pull requests that are genuinely ready to merge, checking CI, the merge-gate statuses, code-owner approval, merge conflicts, requested changes and unresolved review threads. Use when looking for PRs to merge, doing merge-queue triage, or asking for "quick wins" from the open PR backlog.
• ha-pr-comment-audit by home-assistant. Updated July 7, 2026. Audits the review comment threads on a Home Assistant GitHub pull request, flagging unaddressed comments and requests for clarification. Use when checking whether PR feedback has been handled, either standalone or as part of a full PR review.
• heap-snapshot-analysis by microsoft. Updated April 20, 2026. Analyze V8 heap snapshots to investigate memory leaks and retention issues. Use when given .heapsnapshot files, asked to compare before/after snapshots, asked to find what retains objects, or investigating why objects survive GC. Provides snapshot parsing, comparison, retainer-path helpers, and scratchpad scripts.
• homelab-network-readiness by affaan-m. Updated May 17, 2026. ホームラボネットワーク準備、セキュリティ評価、パフォーマンステスト、および展開準備。
• host-observer by thedotmack. Updated September 2, 2026. Use this when fulfilling claude-mem observer jobs on Grok Bot: reply only skip_summary or one full observation XML, never prose.
• how-it-works by thedotmack. Updated September 26, 2026. Explain how claude-mem captures observations, when memory injection kicks in, and where data lives. Use when the user asks "how does claude-mem work?" or "what is this thing doing?".
• ibm-a11y-level1-audit by langflow-ai. Updated July 21, 2026. Perform a scoped IBM Equal Access Level 1 compliance audit of a chosen Langflow frontend surface (routes, components, or a PR) and produce a findings report mapped to WCAG/IBM Level 1 criteria. Default behavior is audit and report only — fixes are applied only when the user explicitly asks for remediation in the same request. Use when the user asks for an IBM Level 1 audit, a Level 1 compliance report, or to find/report Level 1 WCAG issues on a specific surface. For scanning a batch of routes without a report, see ibm-a11y-route-scan. For scanning and fixing an entire PR/branch end-to-end by default, see ibm-a11y-pr-remediation.
• ibm-a11y-pr-remediation by langflow-ai. Updated July 21, 2026. Scan every frontend surface touched by the current PR/branch for IBM Equal Access Level 1 accessibility issues and fix all in-scope violations by default. Discovers changed files, maps them to routes/components/states, runs both axe and IBM engines, remediates until both are green (or only documented baselines remain), and reports back. Use when the user asks to check, scan, or clean up accessibility for "this PR", "my branch", or "my changes" and wants fixes applied, not just a report. For a single scoped audit report without a default fix pass, use ibm-a11y-level1-audit; for a route batch scan only, use ibm-a11y-route-scan.
• ibm-a11y-route-scan by langflow-ai. Updated August 20, 2026. Batch-scan Langflow frontend routes for accessibility issues using the Python IBM Equal Access scanner (scripts/a11y/a11y_scan.py) and produce JSON/Markdown/HTML reports. Scans the default-loaded state of each route only (use explicit state files for modals). Use when asked to scan one or more routes, produce an accessibility report for pages, or batch-check static routes. Reports findings only — does not fix code, run Playwright/axe tests, or perform a formal Level 1 audit; see ibm-a11y-testing-guide, ibm-a11y-level1-audit, and ibm-a11y-pr-remediation for those.
• improve-codebase-architecture by mattpocock. Updated August 19, 2026. Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
• insight-error-page by vercel. Updated July 8, 2026. Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new `errors/<slug>.mdx` page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification against canonical docs, and Vercel technical writing style.
• integrated-browser by microsoft. Updated July 31, 2026. Use this when working on the VS Code integrated browser ("browserView") to understand its architecture and mental model. Covers the embedded Chromium browser, its editor tab, navigation, overlay/layout, sessions, and agent browser tools under `src/vs/platform/browserView` and `src/vs/workbench/contrib/browserView`.
• integrations-lifecycle by netdata. Updated September 20, 2026. Change or review the Netdata integrations pipeline, collector artifact consistency, metadata validation, generated docs/catalogs and source-versus-runtime delivery. Covers ibm.d and NPM producers, schemas, generators and dormant taxonomy. Metadata field prose uses collectors-metadata-yaml.
• investigate by garrytan. Updated September 29, 2026. Systematic debugging with root cause investigation. (gstack)
• issue-triage by denoland. Updated May 9, 2026. Triage a Deno GitHub issue — reproduce bugs, classify, label, and comment with findings. Use when asked to triage an issue or when an issue number/URL is provided for triage.
• issue-triage by rtk-ai. Updated April 4, 2026. Issue triage: audit open issues, categorize, detect duplicates, cross-ref PRs, risk assessment, post comments. Args: "all" for deep analysis of all, issue numbers to focus (e.g. "42 57"), "en"/"fr" for language, no arg = audit only in French.
• javascriptcore-garbage-collector by oven-sh. Updated June 25, 2026. JSC GC reference for Bun. Use for use-after-free, JS object leaks, "collected too early", or when touching WriteBarrier, visitChildren, visitAdditionalChildren, JSRef, JSC::Strong/Weak, hasPendingActivity, ensureStillAlive, addOpaqueRoot, reportExtraMemoryAllocated, IsoSubspace, HeapAnalyzer, finalize.
• kernel-microbenchmark by vllm-project. Updated September 3, 2026. Build, debug, and interpret vLLM GPU kernel microbenchmarks for CUDA, Triton, and CuteDSL, including CUPTI timing, correctness checks, generated-code inspection, multi-GPU measurements, and SOL sanity checks.
• kotlin-coroutines-flows by affaan-m. Updated August 12, 2026. Kotlin Coroutines and Flow patterns for Android and KMP — structured concurrency, Flow operators, StateFlow, error handling, and testing. Use when writing coroutines or Flow code on Android or KMP, or debugging cancellation and concurrency.
• kotlin-exposed-patterns by affaan-m. Updated May 17, 2026. JetBrains Exposed ORM パターン（DSL クエリ、DAO パターン、トランザクション、HikariCP 接続プーリング、Flyway マイグレーション、リポジトリパターンを含む）。
• laravel-plugin-discovery by affaan-m. Updated May 17, 2026. Laravel プラグイン検出、パッケージ管理、依存関係解決、およびサービスプロバイダ統合。
• laravel-plugin-discovery by affaan-m. Updated May 11, 2026. 通过LaraPlugins.io MCP发现和评估Laravel包。当用户想要查找插件、检查包的健康状况或评估Laravel/PHP兼容性时使用。
• laravel-plugin-discovery by affaan-m. Updated June 11, 2026. Discover and evaluate Laravel packages via LaraPlugins.io MCP. Use when the user wants to find plugins, check package health, or assess Laravel/PHP compatibility.
• launch by microsoft. Updated September 9, 2026. Launch Code OSS (VS Code from sources) into an isolated throwaway profile with unique debug ports so you can drive it with @playwright/cli AND attach a Node debugger via dap-cli in the same session. Use when working on VS Code itself and you want to interact with the running workbench, automate chat or UI flows, test UI features, take screenshots, set breakpoints in the renderer / extension host / main process, or combine UI driving with debugging.
• linear by lobehub. Updated September 7, 2026. Use for Linear issues, LOBE-xxx links, status updates, completion comments and sub-issue trees.
• manim-video by affaan-m. Updated May 11, 2026. 构建可复用的Manim解释器，用于技术概念、图表、系统图和产品演示，并在需要时移交给更广泛的ECC视频栈。当用户希望获得清晰的动画解释而非通用的人物讲解脚本时使用。
• material-ui-review by mui. Updated August 27, 2026. Review the current diff for regressions, correctness bugs, tests, simplifications, and docs issues, scaling depth to a low/medium/high/xhigh/max effort level. Use ONLY when explicitly requested by name: the user runs /material-ui-review, writes $material-ui-review, or asks for "the Material UI review skill". Do NOT use for general review requests such as "review my changes", "review this diff/branch/PR", or after finishing an implementation — handle those without this skill unless the user names it. Pass --comment to post a top-level PR comment, --comment inline for inline PR comments, or --fix to apply findings.
• material-ui-review by mui. Updated August 27, 2026. Review the current diff for regressions, correctness bugs, tests, simplifications, and docs issues, scaling depth to a low/medium/high/xhigh/max effort level. Use ONLY when explicitly requested by name: the user runs /material-ui-review, writes $material-ui-review, or asks for "the Material UI review skill". Do NOT use for general review requests such as "review my changes", "review this diff/branch/PR", or after finishing an implementation — handle those without this skill unless the user names it. Pass --comment to post a top-level PR comment, --comment inline for inline PR comments, or --fix to apply findings.
• mem-search by thedotmack. Updated September 7, 2026. Use this when the user asks to search memory, "did we already solve this?", "how did we do X last time?", or wants work from previous sessions.
• mem-search by thedotmack. Updated September 16, 2026. Use this when the user asks to search memory, "did we already solve this?", "how did we do X last time?", or wants work from previous sessions.
• mem-search by thedotmack. Updated August 25, 2026. This skill should be used when the user asks to "search memory", "what do you remember about X", "check claude-mem", "mem search", "find past observations", "what did we do last session", or wants prior-session context about a project, decision, file, or task. Searches the user's Claude-Mem (cmem.ai) memory.
• mem-search by thedotmack. Updated September 7, 2026. Search claude-mem's persistent cross-session memory database. Use when user asks "did we already solve this?", "how did we do X last time?", or needs work from previous sessions.
• memory-leak-audit by microsoft. Updated May 29, 2026. Audit code for memory leaks and disposable issues. Use when reviewing event listeners, DOM handlers, lifecycle callbacks, or fixing leak reports. Covers addDisposableListener, Event.once, MutableDisposable, DisposableStore, and onWillDispose patterns.
• messages-ops by affaan-m. Updated May 11, 2026. 面向ECC的以证据为先的实时消息工作流。当用户想要阅读短信或私信、恢复最近的一次性验证码、在回复前检查对话线程，或证明实际检查了哪个消息来源时使用。
• messages-ops by affaan-m. Updated June 11, 2026. Evidence-first live messaging workflow for ECC. Use when the user wants to read texts or DMs, recover a recent one-time code, inspect a thread before replying, or prove which message source was actually checked.
• microsoft-docs by microsoft. Updated February 19, 2026. پرس‌وجو در مستندات رسمی مایکروسافت برای یافتن مفاهیم، آموزش‌ها و مثال‌های کد در حوزه‌های Azure، .NET، Agent Framework، Aspire، VS Code، GitHub و موارد دیگر. از Microsoft Learn MCP به‌عنوان پیش‌فرض استفاده می‌کند، و برای محتوایی که خارج از learn.microsoft.com قرار دارد از Context7 و Aspire MCP استفاده می‌کند.
• microsoft-docs by microsoft. Updated February 20, 2026. שאילתה בתיעוד הרשמי של Microsoft למציאת מושגים, מדריכים ודוגמאות קוד ב-Azure, .NET, Agent Framework, Aspire, VS Code, GitHub ועוד. משתמש ב-Microsoft Learn MCP כברירת מחדל, עם Context7 ו-Aspire MCP עבור תוכן שנמצא מחוץ ל-learn.microsoft.com.
• microsoft-docs by microsoft. Updated March 7, 2026. Microsoft-ന്റെ ഔദ്യോഗിക ഡോക്യുമെന്റേഷൻ അന്വേഷിച്ച് Azure, .NET, Agent Framework, Aspire, VS Code, GitHub എന്നിവ ഉൾപ്പെടെയുള്ള മേഖലയിലെ ആശയങ്ങൾ, ട്യൂട്ടോറിയലുകൾ, കോഡ് ഉദാഹരണങ്ങൾ എന്നിവ കണ്ടെത്തുക. ഡിഫോൾട്ട് ആയി Microsoft Learn MCP ഉപയോഗിക്കുന്നു; learn.microsoft.com-ന്റെ പുറത്തുള്ള ഉള്ളടക്കങ്ങൾക്ക് Context7യും Aspire MCPയും ഉപയോഗിക്കുന്നു.
• microsoft-docs by microsoft. Updated February 20, 2026. Azure, .NET, Agent Framework, Aspire, VS Code, GitHub आणि इतर यंत्रणांमधील संकल्पना, ट्यूटोरियल आणि कोड उदाहरणे शोधण्यासाठी अधिकृत Microsoft दस्तऐवजीकरण क्वेरी करा. डिफॉल्ट म्हणून Microsoft Learn MCP वापरते, तर learn.microsoft.com च्या बाहेरील सामग्रीसाठी Context7 आणि Aspire MCP वापरले जातात.
• microsoft-docs by microsoft. Updated February 19, 2026. Azure, .NET, Agent Framework, Aspire, VS Code, GitHub နှင့် အခြားများအပါအဝင် တရားဝင် Microsoft အထောက်အထားများကို မေးမြန်း၍ အယူအဆများ၊ သင်ခန်းစာများနှင့် ကုဒ် ဥပမာများကို ရှာဖွေပါ။ Microsoft Learn MCP ကို ပုံမှန် အဖြစ် အသုံးပြု၍ learn.microsoft.com ပြင်ပတွင် တည်ရှိသော အကြောင်းအရာများအတွက် Context7 နှင့် Aspire MCP ကို အသုံးပြုသည်။
• microsoft-docs by microsoft. Updated February 19, 2026. Fanya uchunguzi kwenye nyaraka rasmi za Microsoft ili upate dhana, mafunzo, na mifano ya msimbo katika Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, na zaidi. Inatumia Microsoft Learn MCP kama chaguo-msingi, na Context7 na Aspire MCP kwa maudhui yanayopatikana nje ya learn.microsoft.com.
• microsoft-docs by microsoft. Updated February 20, 2026. Azure, .NET, Agent Framework, Aspire, VS Code, GitHub மற்றும் மேலும் பலவற்றை சார்ந்த கருத்துகள், பயிற்சிகள் மற்றும் குறியீட்டு எடுத்துக்காட்டுகளை கண்டறிய அதிகாரப்பூர்வ Microsoft ஆவணங்களை விசாரணை செய்க. இயல்புநிலையாக Microsoft Learn MCP-ஐ பயன்படுத்துகிறது; learn.microsoft.com-க்கு வெளியிலுள்ள உள்ளடக்கத்திற்காக Context7 மற்றும் Aspire MCP-ஐப் பயன்படுத்துகிறது.
• model-usage by openclaw. Updated July 21, 2026. Summarize CodexBar local cost logs by model for Codex or Claude, including current or full breakdowns.
• monitor-energy-disruptions by koala73. Updated September 5, 2026. Retrieve the curated energy disruption event log for pipelines and storage facilities. Use when the user asks what energy assets are disrupted, sanctioned, offline, or under watch.
• monitor-energy-disruptions by koala73. Updated September 5, 2026. Retrieve the curated energy disruption event log for pipelines and storage facilities. Use when the user asks what energy assets are disrupted, sanctioned, offline, or under watch.
• monitor-internet-outages by koala73. Updated September 5, 2026. Retrieve detected internet outages (Cloudflare Radar) with country, cause, severity, and time bounds. Use when the user asks whether a country's internet is down, throttled, or experiencing a shutdown.
• monitor-internet-outages by koala73. Updated September 5, 2026. Retrieve detected internet outages (Cloudflare Radar) with country, cause, severity, and time bounds. Use when the user asks whether a country's internet is down, throttled, or experiencing a shutdown.
• monitor-supply-chain-stress by koala73. Updated September 5, 2026. Retrieve current shipping market stress from carrier and freight indicators. Use when the user asks whether supply chains or container shipping are under pressure right now.
• monitor-supply-chain-stress by koala73. Updated September 5, 2026. Retrieve current shipping market stress from carrier and freight indicators. Use when the user asks whether supply chains or container shipping are under pressure right now.
• monitor-webcams by koala73. Updated September 5, 2026. Discover live webcams in a map viewport and resolve thumbnails or player URLs. Use when the user asks for visual context near a location, route, border, port, or city.
• monitor-webcams by koala73. Updated September 5, 2026. Discover live webcams in a map viewport and resolve thumbnails or player URLs. Use when the user asks for visual context near a location, route, border, port, or city.
• multiline-description by earendil-works. Updated January 15, 2026. This is a multiline description. It spans multiple lines. And should be normalized.
• n8n-community-pr-readiness-check by n8n-io. Updated July 20, 2026. Checks if a community pull request is ready for human review. Verifies CLA signature, PR title format, description completeness, test coverage, and cubic-dev-ai issues, then triages to the right Linear team or recommends a close. Use when given a PR number or branch name to review, or when the user says /community-pr-readiness-check, or asks to check if a PR is ready for review.
• n8n-linear-issue by n8n-io. Updated June 16, 2026. Fetch and analyze Linear issue with all related context. Use when starting work on a Linear ticket, analyzing issues, or gathering context about a Linear issue.
• nanoclaw-repl by affaan-m. Updated September 27, 2026. Operate and extend NanoClaw, ECC's zero-dependency session-aware REPL, with persistent markdown-backed sessions and slash commands for model switching, skill loading, session branching, cross-session search, history compaction, and export. Use when running or extending scripts/claw.js, or when resuming, branching, compacting, searching, or exporting a NanoClaw session.
• network-bgp-diagnostics by affaan-m. Updated August 12, 2026. Diagnostics-only BGP troubleshooting patterns for neighbor state, route exchange, prefix policy, AS path inspection, and safe evidence collection. Use when a BGP neighbor is down, routes are missing, or prefix policy and AS path need inspection.
• network-interface-health by affaan-m. Updated May 17, 2026. ルーター、スイッチ、Linuxホスト上のインターフェースエラー、ドロップ、CRC、デュプレックス不一致、フラッピング、速度ネゴシエーション問題、カウンタートレンドを診断する。
• network-interface-health by affaan-m. Updated August 12, 2026. Diagnose interface errors, drops, CRCs, duplex mismatches, flapping, speed negotiation issues, and counter trends on routers, switches, and Linux hosts. Use when an interface shows errors, drops, CRCs, flapping, or a duplex or speed mismatch.
• next-cache-components-adoption by vercel. Updated September 28, 2026. Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the `cacheComponents` flag, work through a flood of blocking-prerender / instant validation errors, run the `cache-components-instant-false` codemod, or decide between opting routes out with `export const instant = false` and fixing them in place.
• next-dev-loop by vercel. Updated September 28, 2026. Verify Next.js runtime behavior after editing app code. Use this skill to confirm a change actually works in a running app — not just that it compiles or type-checks. Combines /_next/mcp (Next.js's view) with agent-browser (the browser's view). Requires a running `next dev`.
• next-partial-prefetching-adoption by vercel. Updated September 28, 2026. Turn on Partial Prefetching in a Next.js app and work through the insights it surfaces. Use when the user wants to enable or adopt Partial Prefetching, flip the `partialPrefetching` flag, opt routes in with `export const prefetch = 'partial'`, audit `Link prefetch={true}` behavior, preserve existing prefetched UI with `instant()` tests, or resolve the instant-link-prefetch-partial and instant-shell-url-data insights.
• nextjs-turbopack by affaan-m. Updated September 27, 2026. Next.js 16+ and Turbopack guidance — incremental Rust bundling, file-system caching, faster dev startup and HMR, Turbopack vs webpack tradeoffs, and the middleware.ts to proxy.ts filename change. Use when developing or debugging Next.js 16+ apps, diagnosing slow dev startup or hot reload, choosing between bundlers, or reviewing middleware/proxy file naming.
• node-connect by openclaw. Updated August 14, 2026. Diagnose OpenClaw Control UI browser and native Android, iOS, or macOS node connection failures across route, auth, pairing, QR/setup-code, and reconnect states.
• node-inspect-debugger by NousResearch. Updated September 19, 2026. Debug Node.js via --inspect + Chrome DevTools Protocol CLI.
• node-inspect-debugger by openclaw. Updated May 17, 2026. Debug Node.js with node inspect, --inspect, breakpoints, CDP, heap, and CPU profiles.
• notcrawl by openclaw. Updated May 17, 2026. Notion archive: search, sync freshness, pages/databases, Markdown exports, SQL counts, and Notcrawl repo work.
• nuxt4-patterns by affaan-m. Updated August 12, 2026. Nuxt 4 app patterns for hydration safety, performance, route rules, lazy loading, and SSR-safe data fetching with useFetch and useAsyncData. Use when building or reviewing a Nuxt 4 app, or debugging hydration mismatches and SSR-safe data fetching.
• openclaw-debugging by openclaw. Updated August 16, 2026. Debug OpenClaw model, provider, tool-surface, code-mode, streaming, and live/Crabbox behavior by choosing the right logs, probes, and proof path before changing code, including fetching stored sessions, transcripts, and attachments as evidence.
• openclaw-qa-testing by openclaw. Updated August 15, 2026. Run, watch, debug, extend, or explain OpenClaw qa-lab and qa-channel scenarios, artifacts, and live lanes.
• openclaw-test-heap-leaks by openclaw. Updated August 9, 2026. Investigate OpenClaw pnpm test memory growth, Vitest OOMs, RSS spikes, and heap snapshot deltas.
• openclaw-test-performance by openclaw. Updated August 16, 2026. Benchmark, diagnose, and optimize OpenClaw test and plugin-suite runtime, import hotspots, CPU/RSS, heap growth, and slow coverage paths.
• oracle by openclaw. Updated May 17, 2026. Oracle CLI second-model review/debug/refactor/design with selected files, dry-run token checks, API or browser engine.
• oss-forensics by NousResearch. Updated August 12, 2026. GitHub supply-chain forensics: recovery, IOCs, reporting.
• pair-programming by ruvnet. Updated January 13, 2026. AI-assisted pair programming with multiple modes (driver/navigator/switch), real-time verification, quality monitoring, and comprehensive testing. Supports TDD, debugging, refactoring, and learning sessions. Features automatic role switching, continuous code review, security scanning, and performance optimization with truth-score verification.
• parallel-execution-optimizer by affaan-m. Updated September 27, 2026. Speed up a task by turning it into a dependency graph of parallel lanes with a lane matrix, batched reads and checks, write surfaces isolated by file, worktree, branch, or service, and a final verification table. Use when the user wants a task done much faster through parallel work, concurrent agents, batched tool calls, isolated worktrees, or many independent verification lanes without losing correctness.
• pathfinder by thedotmack. Updated April 25, 2026. Map a codebase into feature-grouped flowcharts, identify duplicated concerns across features, and propose a unified architecture. Use when asked to "find the ideal path," unify duplicated systems, or audit architecture before a refactor. Emits a proposed unified flowchart plus per-system /make-plan prompts.
• performance by rtk-ai. Updated March 30, 2026. RTK CLI performance analysis and optimization. Startup time (<10ms), binary size (<5MB), regex compilation, memory usage. Use when adding dependencies, changing initialization, or suspecting regressions.
• performance-optimization by addyosmani. Updated August 28, 2026. Optimizes application performance across frontend, backend, queries, and databases. Use when performance requirements exist, when you suspect performance regressions, when Core Web Vitals or load times need improvement, when N+1 query patterns need fixing, or when profiling reveals bottlenecks.
• perl-security by affaan-m. Updated March 13, 2026. 全面的Perl安全指南，涵盖污染模式、输入验证、安全进程执行、DBI参数化查询、Web安全（XSS/SQLi/CSRF）以及perlcritic安全策略。
• plan-design-review by nexu-io. Updated August 18, 2026. Senior Designer review: rates each design dimension 0-10, explains what a 10 looks like, and flags AI Slop signals. Useful as a gate before merging UI work.
• plan-update by react. Updated June 9, 2026. Use when you need to update a plan document with deep research across all compiler passes. Launches parallel subagents to analyze how a topic affects every compiler phase, then consolidates findings into the plan doc.
• playwright-trace by microsoft. Updated September 21, 2026. Inspect Playwright trace files from the command line — list actions, view requests, console, errors, snapshots and screenshots.
• playwright-triage by microsoft. Updated September 22, 2026. Triage a Playwright bug report by reproducing it from the information in the issue. Use when asked to triage, reproduce, or verify a GitHub issue (a new bug report, or an existing report with a new comment).
• ponytail-audit by DietrichGebert. Updated June 19, 2026. Audit the whole repo for over-engineering. A ranked list of what to delete, simplify, or replace with stdlib or native features.
• ponytail-audit by DietrichGebert. Updated June 19, 2026. Whole-repo audit for over-engineering. Like ponytail-review, but scans the entire codebase instead of a diff: a ranked list of what to delete, simplify, or replace with stdlib/native equivalents. Use when the user says "audit this codebase", "audit for over-engineering", "what can I delete from this repo", "find bloat", "ponytail-audit", or "/ponytail-audit". One-shot report, does not apply fixes.
• ponytail-debt by DietrichGebert. Updated June 19, 2026. Harvest every `ponytail:` comment in the codebase into a debt ledger, so the deliberate shortcuts and deferrals ponytail leaves behind get tracked instead of rotting into "later means never". Use when the user says "ponytail debt", "/ponytail-debt", "what did ponytail defer", "list the shortcuts", "ponytail ledger", or "what did we mark to do later". One-shot report, changes nothing.
• ponytail-gain by DietrichGebert. Updated June 18, 2026. Show ponytail measured impact as a scoreboard: less code, less cost, more speed, from the benchmark medians. One-shot display.
• ponytail-gain by DietrichGebert. Updated June 18, 2026. Show ponytail's measured impact as a compact scoreboard: less code, less cost, more speed, from the benchmark medians. One-shot display, not a persistent mode, and not a per-repo number. Trigger: /ponytail-gain, "ponytail gain", "what does ponytail save", "show ponytail impact", "ponytail scoreboard".
• ponytail-help by DietrichGebert. Updated July 1, 2026. Quick reference for ponytail's modes, skills, and commands. One-shot display.
• ponytail-help by DietrichGebert. Updated July 1, 2026. Quick-reference card for all ponytail modes, skills, and commands. One-shot display, not a persistent mode. Trigger: /ponytail-help, "ponytail help", "what ponytail commands", "how do I use ponytail".
• ponytail-review by DietrichGebert. Updated June 19, 2026. Review a diff for over-engineering. Finds what to delete: reinvented stdlib, needless deps, speculative abstractions. One line per finding.
• pptx-html-fidelity-audit by nexu-io. Updated August 18, 2026. Audit a python-pptx export against its source HTML deck, identify layout/content drift (footer overflow, cropped content, missing italic/em, lost styling, off-rhythm spacing), and re-export with strict footer-rail + cursor-flow layout discipline. Use this skill whenever the user has a .pptx that was generated from an HTML slide deck and asks to compare/audit/verify/fix the export — including phrases like "compare ppt with html", "fidelity audit", "fix the pptx", "ppt is cut off", "footer overlap", "italic missing in pptx", "re-export the deck", "pptx-html-fidelity-audit", or any case where a python-pptx → HTML round-trip needs verification or repair. Also trigger when the user shows you a deck.html and a deck.pptx side by side and is debugging visual differences.
• pptx-html-fidelity-audit by nexu-io. Updated August 18, 2026. Audit a python-pptx export against its source HTML deck, identify layout/content drift (footer overflow, cropped content, missing italic/em, lost styling, off-rhythm spacing), and re-export with strict footer-rail + cursor-flow layout discipline. Use this skill whenever the user has a .pptx that was generated from an HTML slide deck and asks to compare/audit/verify/fix the export — including phrases like "compare ppt with html", "fidelity audit", "fix the pptx", "ppt is cut off", "footer overlap", "italic missing in pptx", "re-export the deck", "pptx-html-fidelity-audit", or any case where a python-pptx → HTML round-trip needs verification or repair. Also trigger when the user shows you a deck.html and a deck.pptx side by side and is debugging visual differences.
• pr-address by Significant-Gravitas. Updated September 12, 2026. Address PR review comments and loop until CI green and all comments resolved. TRIGGER when user asks to address comments, fix PR feedback, respond to reviewers, or babysit/monitor a PR.
• pr-review by angular. Updated September 21, 2026. Guidelines and tools for reviewing pull requests in the Angular repository.
• pr-review-readiness by pytorch. Updated September 17, 2026. Non-interactive wrapper over pr-review that emits JSON assessing whether a PR is ready for a human maintainer's time.
• pr-status-triage by vercel. Updated September 28, 2026. Triage CI failures and PR review comments using scripts/pr-status.js. Use when investigating failing CI jobs, flaky tests, or PR review feedback. Covers blocker-first prioritization (build > lint > types > tests), CI env var matching for local reproduction, and the Known Flaky Tests distinction.
• pr-test by Significant-Gravitas. Updated September 5, 2026. E2E manual testing of PRs/branches using docker compose, agent-browser, and API calls. TRIGGER when user asks to manually test a PR, test a feature end-to-end, or run integration tests against a running system.
• preview-tour by deepseek-ai. Updated August 24, 2026. Inspect the bundled Preview workspace and its deterministic Session examples.
• project-graveyard by Shubhamsaboo. Updated July 23, 2026. Scans the developer's machine for dead side projects, autopsies each one from its git history (died at the payments wall, killed by a newer project, finished but never shipped), surfaces their personal death patterns, and picks the corpse most worth resurrecting — then helps ship it. Use when the user mentions abandoned, unfinished, or old side projects, asks "what should I finish", wants to revive or resurrect a project, says "run the graveyard", wonders why they never finish anything, or is about to start a new project that sounds like one they already built. Runs entirely locally.
• project-overview by lobehub. Updated September 7, 2026. Use for the OSS repository map, code-layer lookup, apps/packages/src ownership and business stubs.
• prompt-optimizer by affaan-m. Updated August 11, 2026. 分析原始提示，识别意图和差距，匹配ECC组件（技能/命令/代理/钩子），并输出一个可直接粘贴的优化提示。仅提供咨询角色——绝不自行执行任务。触发时机：当用户说“优化提示”、“改进我的提示”、“如何编写提示”、“帮我优化这个指令”或明确要求提高提示质量时。中文等效表达同样触发：“优化prompt”、“改进prompt”、“怎么写prompt”、“帮我优化这个指令”。不触发时机：当用户希望直接执行任务，或说“直接做”时。不触发时机：当用户说“优化代码”、“优化性能”、“optimize performance”、“optimize this code”时——这些是重构/性能优化任务，而非提示优化。
• prompt-optimizer by affaan-m. Updated September 27, 2026. Analyze draft prompts, detect intent and missing context, match ECC commands, skills, and agents, and output a ready-to-paste optimized prompt with diagnosis and rationale — advisory only, never executes the task. Use when the user says 'optimize prompt', 'improve my prompt', 'rewrite this prompt', 'help me prompt', 优化prompt, 改进prompt, 怎么写prompt, or 帮我优化这个指令; not for requests to optimize code or performance.
• python-debugpy by NousResearch. Updated September 23, 2026. Debug Python: pdb REPL + debugpy remote (DAP).
• python-debugpy by openclaw. Updated May 17, 2026. Debug Python with pdb, breakpoint(), post-mortem inspection, and debugpy remote attach.
• qa by browser-use. Updated June 20, 2026. QA-test a website or web app and return a 1-5 quality score (5 = flawless, 1 = broken) with evidence. Use when the user wants to test, QA, evaluate, score, or "check how good" a site, page, flow, or app — including a local dev server (e.g. "qa test localhost:5173", "does the checkout work?", "rate this landing page"). Drives a real Browser Use cloud browser, tunneling localhost automatically.
• qa-only by garrytan. Updated September 29, 2026. Report browser/API/CLI/job/worker/webhook bugs. (gstack)
• quality by google-gemini. Updated August 7, 2026. Evaluates whether a GitHub issue is spam, empty, needs more information, or is OK to proceed.
• query-netdata-cloud by netdata. Updated September 24, 2026. Query or explain Netdata Cloud APIs for metrics, logs, topology, flows, alerts, DynCfg, Functions and discovery; review Cloud-query recipes. Use query-netdata-agents for direct Agent access.
• query-snmp-traps by netdata. Updated September 12, 2026. Query, explain or review SNMP trap logs and recipes through Cloud or an Agent, including severity, senders, dedup, decode errors and TRAP_* fields. Guide installed custom-MIB conversion; profile development belongs to collectors-snmp-trap-profiles.
• react by lobehub. Updated September 26, 2026. Use for TSX components, UI libraries, styling, state locality, layout, render performance and memoization.
• release-openclaw-ci by openclaw. Updated September 2, 2026. Run, watch, debug, and summarize OpenClaw full release CI, release checks, live provider gates, install/update proofs, and release-secret preflights.
• release-openclaw-maintainer by openclaw. Updated September 2, 2026. Prepare or verify OpenClaw stable, beta, and extended-stable releases, including backport discovery, changelogs, release notes, publish commands, and artifacts.
• repo-pr-reviews by netdata. Updated September 13, 2026. Inspect selected PR comments or perform complete PR review triage; address verified findings when authorized. Covers GitHub review threads, bot feedback, SonarCloud findings and CI. Ordinary code review without PR-comment handling uses the relevant domain skills.
• research by mattpocock. Updated August 19, 2026. Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo. Use when the user wants a topic researched, docs or API facts gathered, or reading legwork delegated to a background agent.
• research-ops by affaan-m. Updated May 17, 2026. 証拠優先のECC現状調査ワークフロー。ユーザーが現在の公開証拠と提供されたローカルコンテキストに基づいて最新の事実、比較、情報の充実、または推奨事項を求める場合に使用する。
• research-ops by affaan-m. Updated May 11, 2026. 以证据为先的ECC当前状态研究工作流程。当用户希望基于当前公开证据和提供的本地上下文获取最新事实、比较、丰富信息或建议时使用。
• rest-graphql-debug by NousResearch. Updated August 12, 2026. Debug REST/GraphQL APIs: status codes, auth, schemas, repro.
• review-duplication by google-gemini. Updated March 26, 2026. Use this skill during code reviews to proactively investigate the codebase for duplicated functionality, reinvented wheels, or failure to reuse existing project best practices and shared utilities.
• review-pr by denoland. Updated May 9, 2026. Review a Deno runtime pull request for correctness, tests, security, and conventions. Use when asked to review a PR or when a PR number/URL is provided for review.
• rss-feeds by NousResearch. Updated September 8, 2026. Read RSS, Atom, JSON feeds; discover feeds behind a page.
• rtk-triage by rtk-ai. Updated March 30, 2026. Triage complet RTK : exécute issue-triage + pr-triage en parallèle, puis croise les données pour détecter doubles couvertures, trous sécurité, P0 sans PR, et conflits internes. Sauvegarde dans claudedocs/RTK-YYYY-MM-DD.md. Args: "en"/"fr" pour la langue (défaut: fr), "save" pour forcer la sauvegarde.
• rules-distill by affaan-m. Updated May 17, 2026. スキルをスキャンしてドメイン横断的な原則を抽出し、ルールに蒸留する——既存のルールファイルへの追記、修正、または新規作成
• runtime-debug by vercel. Updated May 14, 2026. Debug and verification workflow for runtime-bundle and module-resolution regressions. Use when diagnosing unexpected module inclusions, bundle size regressions, or CI failures related to NEXT_SKIP_ISOLATE, nft.json traces, or runtime bundle selection (module.compiled.js). Covers CI env mirroring, full stack traces via __NEXT_SHOW_IGNORE_LISTED, route trace inspection, and webpack stats diffing.
• rust-port-status by react. Updated June 9, 2026. Show the status of all Rust port plan documents and recent related commits. Use when you need to understand what's been done vs what remains.
• ruview-hardware-setup by ruvnet. Updated July 18, 2026. ESP32-S3 / ESP32-C6 firmware build, flash, WiFi provisioning, and serial monitoring for RuView CSI sensing nodes. Use when setting up physical hardware, reflashing a node, or debugging a device that isn't streaming CSI.
• ruview-quickstart by ruvnet. Updated May 11, 2026. Onboarding and first-run for RuView (WiFi-DensePose) — Docker demo with simulated data, repo build, and the fastest path to a live sensing dashboard. Use when someone is new to RuView or wants the shortest path to "it works on my machine".
• sandbox-bench by vercel. Updated August 5, 2026. Benchmark React or Next.js changes on Vercel Sandbox VMs with paired A/B statistics: react PR/commit vs base, or Next.js PR/commit vs base, measured end-to-end through the bench/render-pipeline app (rps, latency, p95; TTFB, RSS and document/Flight bytes when the Next side captures them) and, for React changes, through the react repo's flight-ssr-bench fixture (Node AND Edge web-streams paths, Fizz and Flight+Fizz). Use whenever the user asks to bench, perf test, or A/B a React PR, a react-server-dom / Flight / vendored React change, or a Next.js PR ("is this PR faster", "does this regress RSC?", "measure the perf impact of <commit>"), even if they don't say "benchmark" — any request to quantify a server-side performance difference between two revisions belongs here. Runs remotely (laptop-free), applies correctness gates before measuring, and reports boot-level confidence intervals.
• scan-cyber-threats by koala73. Updated September 5, 2026. Retrieve active cyber-threat intelligence — malware IOCs, C2 infrastructure, and CISA known-exploited vulnerabilities — filterable by type, source, and severity. Use when the user asks about current cyber threats, IOCs, or actively exploited CVEs.
• scan-cyber-threats by koala73. Updated September 5, 2026. Retrieve active cyber-threat intelligence — malware IOCs, C2 infrastructure, and CISA known-exploited vulnerabilities — filterable by type, source, and severity. Use when the user asks about current cyber threats, IOCs, or actively exploited CVEs.
• scope-creep-detector by Shubhamsaboo. Updated July 22, 2026. Analyzes git diffs against a stated intent to detect scope creep, unrelated files, broad pull requests, changes that grew beyond a fix, dependency additions, public API renames, config or CI edits, oversized hunks, and formatting-only files. Use when the user asks whether a change grew beyond the fix, a PR is too broad, or what unrelated stuff they touched, and wants keep, split, or justify guidance. Operates locally and offline.
• scrape by garrytan. Updated September 29, 2026. Pull data from a web page through the Aside browser — your real, already signed-in sessions. (gstack)
• scrapling by NousResearch. Updated July 24, 2026. Scrape sites with stealth browsing and Cloudflare bypass.
• scrapling-official by D4Vinci. Updated August 23, 2026. Scrape web pages using Scrapling with anti-bot bypass (like Cloudflare Turnstile), stealth headless browsing, spiders framework, adaptive scraping, and JavaScript rendering. Use when asked to scrape, crawl, or extract data from websites; web_fetch fails; the site has anti-bot protections; write Python code to scrape/crawl; or write spiders.
• screenshot by nexu-io. Updated August 18, 2026. Capture desktop, app windows, or pixel regions across OS platforms. Useful for marketing screenshots, design reviews, and bug reports.
• scrub-issue by pytorch. Updated July 22, 2026. Fetch, analyze, reproduce, and minimize GitHub issue reproductions. Use only when the user asks to check whether a GitHub issue reproduces, minimize a GitHub issue's repro, analyze a GitHub bug report, or scrub/triage a GitHub issue for reproducibility. Do not use for standalone reproduction requests without a GitHub issue.
• searxng-search by NousResearch. Updated September 11, 2026. Free keyless meta-search aggregating 70+ engines.
• security-bounty-hunter by affaan-m. Updated May 17, 2026. リポジトリ内の悪用可能なバウンティ対象のセキュリティ問題を発見します。ノイズの多いローカルのみの発見ではなく、実際のレポートに適格なリモートから到達可能な脆弱性に焦点を当てます。
• security-bounty-hunter by affaan-m. Updated August 12, 2026. Hunt for exploitable, bounty-worthy security issues in repositories. Focuses on remotely reachable vulnerabilities that qualify for real reports instead of noisy local-only findings. Use when hunting reportable, remotely reachable vulnerabilities in a repository.
• security-triage by openclaw. Updated May 28, 2026. Triage OpenClaw security advisories, drafts, and GHSA reports with shipped-tag and trust-model proof.
• sentry-triage by koala73. Updated September 13, 2026. Triage WorldMonitor Sentry issues — classify unresolved events as noise, already-fixed, product bugs, or needs-human; optionally ship a tested fix. Use when the user says triage Sentry, pastes a WORLDMONITOR-* ID or sentry.io URL, or asks to investigate production errors.
• seo by affaan-m. Updated May 11, 2026. 审计、规划并实施SEO改进，涵盖技术SEO、页面优化、结构化数据、核心网页指标和内容策略。当用户希望提升搜索可见性、进行SEO修复、使用架构标记、处理站点地图/robots文件或进行关键词映射时使用。
• session-logs by openclaw. Updated July 1, 2026. Search and analyze your own session logs (older/parent conversations) using jq.
• skill-comply by affaan-m. Updated May 11, 2026. 可视化技能、规则和代理定义是否被实际遵循——自动生成3种提示严格级别的场景，运行代理，分类行为序列，并报告完整工具调用时间线的合规率
• skill-comply by affaan-m. Updated September 21, 2026. Visualize whether skills, rules, and agent definitions are actually followed — auto-generates scenarios at 3 prompt strictness levels, runs agents, classifies behavioral sequences, and reports compliance rates with full tool call timelines. Use when checking whether agents actually follow the skills, rules, and definitions they were given, rather than assuming they do.
• skill-stocktake by affaan-m. Updated May 17, 2026. Claudeのスキルとコマンドの品質を監査するためのツール。変更されたスキルのみを対象とした高速スキャンと、順次サブエージェントバッチ評価を使用した完全棚卸しモードをサポートする。
• skill-stocktake by affaan-m. Updated May 11, 2026. 用于审计Claude技能和命令的质量。支持快速扫描（仅变更技能）和全面盘点模式，采用顺序子代理批量评估。
• slacrawl by openclaw. Updated May 17, 2026. Slack archive: search, sync freshness, threads/DMs, SQL counts, and Slacrawl repo work.
• slowest-tests by oven-sh. Updated April 23, 2026. Find the top-N slowest test files in CI from a recent BuildKite run, optionally posting the results to a Slack channel as a formatted table. Use when asked to find slow CI tests, "what's making CI slow", or to post a slow-test report to Slack.
• smoke-tests by microsoft. Updated July 27, 2026. Use when running VS Code smoke tests or working on smoke-test CI steps. Covers npm run smoketest / smoketest-no-compile, grep filtering tests, and a temporary repeat-loop technique for tracking down flaky smoke tests in CI.
• social-graph-ranker by affaan-m. Updated May 17, 2026. XとLinkedInでのウォームイントロ発見、ブリッジスコアリング、ネットワークギャップ分析のための重み付きソーシャルグラフランキング。ユーザーがランキングエンジン自体を必要としている場合（より広いプロモーションやネットワーク維持ワークフローではなく）に使用する。
• social-graph-ranker by affaan-m. Updated May 11, 2026. 加权社交图谱排名，用于在X和LinkedIn上发现温暖介绍、桥梁评分和网络差距分析。当用户想要可重用的图谱排名引擎本身，而不是其上层更广泛的推广或网络维护工作流时使用。
• social-graph-ranker by affaan-m. Updated June 11, 2026. Weighted social-graph ranking for warm intro discovery, bridge scoring, and network gap analysis across X and LinkedIn. Use when the user wants the reusable graph-ranking engine itself, not the broader outreach or network-maintenance workflow layered on top of it.
• social-reddit-card by nexu-io. Updated August 18, 2026. Realistic Reddit post card with vote rail and comment count, suited to video overlays or story sharing.
• social-reddit-card by nexu-io. Updated May 22, 2026. Realistic Reddit post card with vote rail and comment count, suited to video overlays or story sharing.
• songsee by openclaw. Updated May 17, 2026. Generate spectrograms and feature-panel visualizations from audio with the songsee CLI.
• sprite-animation by nexu-io. Updated July 27, 2026. A pixel / sprite-style animated explainer slide — full-bleed cream stage, bold display year, animated pixel-art mascot (e.g. Hanafuda card, mushroom, or 8-bit console), kinetic Japanese display type, ticking timeline ribbon. Reads like a single frame of an educational motion video — looping CSS keyframes, no JS, ready to be screen-recorded into a vertical video. Use when the brief asks for a "sprite animation", "pixel-art video", "8-bit explainer", "history of X explainer", "kinetic typography history", "Nintendo-style", "精灵图动画", "像素动画", or "复古动画".
• sprite-animation by nexu-io. Updated August 18, 2026. A pixel / sprite-style animated explainer slide — full-bleed cream stage, bold display year, animated pixel-art mascot (e.g. Hanafuda card, mushroom, or 8-bit console), kinetic Japanese display type, ticking timeline ribbon. Reads like a single frame of an educational motion video — looping CSS keyframes, no JS, ready to be screen-recorded into a vertical video. Use when the brief asks for a "sprite animation", "pixel-art video", "8-bit explainer", "history of X explainer", "kinetic typography history", "Nintendo-style", "精灵图动画", "像素动画", or "复古动画".
• stocks by NousResearch. Updated August 12, 2026. Stock quotes, history, search, compare, crypto via Yahoo.
• storybook-startup-benchmark by storybookjs. Updated September 13, 2026. Measure Storybook startup time from spawning `storybook dev` until the first story renders in the browser. Use when the user asks about Storybook boot time, server-ready timing, first story render timing, startup regressions, benchmarking with repeat runs, or comparing Storybook versions or feature flags.
• studio-error-handling by supabase. Updated September 3, 2026. Error display and troubleshooting pattern for Supabase Studio. Use when showing a failed API request or query error in the UI (AlertError, toast, inline message), adding troubleshooting steps for a new error type, or wiring up the AI assistant debug button from an error state.
• swiftui-design by nexu-io. Updated August 18, 2026. SwiftUI 前端设计 skill — anti AI-slop rules, design direction advisor, brand asset protocol, and five-dimension review. Works with Claude Code, Cursor, Codex, and OpenCode.
• sync-gbrain by garrytan. Updated September 26, 2026. Keep gbrain current with this repo's code and refresh agent search guidance in CLAUDE.md. (gstack)
• systematic-debugging by NousResearch. Updated August 30, 2026. 4-phase root cause debugging: understand bugs before fixing.
• systematic-debugging by obra. Updated September 19, 2026. Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
• tests-query-corpus by netdata. Updated September 12, 2026. Run, extend or review the Netdata query contract corpus (tests/query-corpus), its fixtures, independent oracles, byte pins and harness. Use for query-engine regression cases, fix-branch validation and recording merged fixes.
• to-spec by mattpocock. Updated August 19, 2026. Turn the current conversation into a spec and publish it to the project issue tracker: no interview, just synthesis of what you've already discussed.
• track-climate-hazards by koala73. Updated September 5, 2026. Retrieve climate-relevant disaster events, anomalies, and climate news. Use when the user asks about floods, cyclones, droughts, heatwaves, wildfires, or climate disruption.
• track-climate-hazards by koala73. Updated September 5, 2026. Retrieve climate-relevant disaster events, anomalies, and climate news. Use when the user asks about floods, cyclones, droughts, heatwaves, wildfires, or climate disruption.
• track-conflict-events by koala73. Updated September 5, 2026. Retrieve geolocated armed-conflict events (UCDP) with parties, fatality estimates, and violence type, filterable by country and date range. Use when the user asks about recent fighting, attacks, or conflict activity in a country or region.
• track-conflict-events by koala73. Updated September 5, 2026. Retrieve geolocated armed-conflict events (UCDP) with parties, fatality estimates, and violence type, filterable by country and date range. Use when the user asks about recent fighting, attacks, or conflict activity in a country or region.
• track-unrest-events by koala73. Updated September 9, 2026. Retrieve seeded protest, riot, strike, and civil unrest events. Use when the user asks whether social unrest is occurring in a country or over a recent time window.
• track-unrest-events by koala73. Updated September 9, 2026. Retrieve seeded protest, riot, strike, and civil unrest events. Use when the user asks whether social unrest is occurring in a country or over a recent time window.
• track-vessel-traffic by koala73. Updated September 5, 2026. Retrieve a point-in-time AIS vessel-traffic snapshot with disruption candidates and optional tanker overlay, filterable by bounding box. Use when the user asks what ships are in an area, or whether maritime traffic is disrupted.
• track-vessel-traffic by koala73. Updated September 5, 2026. Retrieve a point-in-time AIS vessel-traffic snapshot with disruption candidates and optional tanker overlay, filterable by bounding box. Use when the user asks what ships are in an area, or whether maritime traffic is disrupted.
• triage-agent-events by netdata. Updated September 12, 2026. Investigate Netdata crashes, panics and fatals from agent-events captures or authorized fleet queries. Use for AE_* fields, restart/dedup timing, structured filters, version comparisons and reviews of these investigation helpers. Ordinary logs use the Agent/Cloud query skills.
• triage-codacy by netdata. Updated September 12, 2026. Inspect, analyze, troubleshoot, or review Codacy findings and local analyzer/API helpers. Use for Codacy CI failures, codacy-analysis-cli, PR issue queries, and markdownlint findings. Supplied evidence and source review need no credentials; live queries and local analysis are separate routes. Writes require user authorization.
• triage-coverity by netdata. Updated September 12, 2026. Inspect or review Coverity Scan defects and saved CID bundles; fetch live findings or apply verified triage decisions when requested. Use for Coverity triage helpers, not general scan-build or CI setup.
• triage-prs by electron. Updated August 16, 2026. Triage open electron/electron pull requests by CI check status — lists PRs that are green/passing, failing, still pending, or have no checks at all, annotated with their Status on the "PR Triage" project board and with the new-pr label. Can scope to a single named check, e.g. PRs whose "faraday/cage" check is pending. Use when asked to triage PRs or do PR triage, list green/passing or mergeable PRs, find PRs with failing or pending CI, find PRs with no checks running, check faraday/cage status, or show each PR's triage board status. Also triggers on the bare words "faraday" or "failing prs".
• triage-snmp-diagnostics by netdata. Updated September 12, 2026. Investigate captured SNMP diagnostics and support bundles, or review diagnostics-tool and evidence-interpretation changes. Covers missing topology/metrics/BGP/licensing, slow collection, and discovery/lifecycle failures through offline inspection, replay and source tracing. Live queries, traps and collector/profile implementation use separate skills.
• triage-sonarqube by netdata. Updated September 12, 2026. Inspect, review, or apply authorized triage decisions to SonarCloud issues and security hotspots; also review the Sonar helpers. Use for SonarQube/SonarCloud findings, code smells, vulnerabilities, and quality-gate evidence. Supplied evidence needs no live query; per-finding writes and project-wide policy changes have distinct scopes.
• triage-support-bundle by netdata. Updated September 20, 2026. Investigate a Netdata support bundle offline - the archive `netdata-support-bundle` produces - to explain one host's alerts, missing data, collector failures, crashes, high CPU or memory, streaming, cloud claiming, retention, dashboard reachability, permissions, install and update, container and Windows problems. Use for "analyse this support bundle", "a customer sent a bundle", "what does this bundle say", "why did this agent crash", "why is this collector showing no data", "why are alerts not firing", or when reading `MANIFEST.json`, `summary.txt`, `status-file.json`, or anything under `01-system` through `09-permissions`. Not for SNMP evidence under `06-state/snmp-diagnostics` (triage-snmp-diagnostics), not for fleet-wide crash or regression clustering (triage-agent-events), not for live queries against an Agent or Cloud (query-netdata-agents, query-netdata-cloud), and not for changing the bundle collector itself.
• troubleshoot by microsoft. Updated May 2, 2026. Investigate unexpected chat agent behavior by analyzing direct debug logs in JSONL files. Use when users ask why something happened, why a request was slow, why tools or subagents were used or skipped, or why instructions/skills/agents did not load.
• troubleshoot by microsoft. Updated August 13, 2026. Investigate unexpected behavior in the current Copilot agent session by analyzing its event log. Use when the user asks why something happened, why a request was slow, why a tool was or was not used, or why instructions/skills/agents did not load.
• ui-before-after by Stirling-Tools. Updated July 8, 2026. Analyse a branch or PR and automatically capture before/after screenshots of every UI surface its changes touch, then pixel-diff the pairs to surface what actually changed and assemble PR-ready before/after montage images. Generic and diff-driven: it derives the capture targets from the diff (changed tools/routes → URLs) instead of hand-listing screens, captures "before" from the base branch and "after" from the head, then keeps only the views that visually differ. Each comparison is auto-cropped to the region that actually changed (the bounding box of differing pixels), falling back to the full page only when the change spans most of it. Use for before/after shots, a visual diff of a branch/PR, "screenshots for the PR description", "show what changed in the UI", or a side-by-side of UI changes. Takes a PR number/URL (resolved via gh) or a branch; defaults to the current branch vs its base. Flags: --scope <selector>, --base <ref|merge-base>, --theme light|dark|both, --all (capture every route, not just change
• ui-ux-pro-max by nextlevelbuilder. Updated September 27, 2026. UI/UX design intelligence for web, mobile, and desktop. This skill should be used when designing, building, reviewing, or fixing interfaces, including pages, components, design systems, accessibility, interaction, responsive layout, typography, color, charts, and stack-specific UI implementation. Searchable local data: 79 searchable styles (50 active), 192 product palettes and reasoning profiles, 74 font pairings, 119 UX guidelines, 105 icons, 17 GSAP presets, 25 chart types, and 22 stacks.
• ui-walkthrough by Stirling-Tools. Updated July 8, 2026. Full UI investigation of the current branch's feature. Enumerates every view and state (empty, populated, loading, error, each dialog/menu/panel, responsive breakpoints, light + dark + RTL), captures them with the stubbed Playwright harness, assembles a single-image HTML walkthrough with a global light/dark toggle slider, then runs two review passes: visual/consistency (alignment, spacing, professionalism, dark/light parity, contrast, truncation) and UX/ease-of-use (flow, discoverability, affordances, empty/error states, expectations). Use when asked for a UI walkthrough, screenshot review, design or QA pass, "find anywhere to make it easier/better for users", or before merging frontend work. Pass --fix to auto-apply safe frontend fixes and re-capture; --theme to limit themes; --no-rtl to skip RTL.
• understand by Egonex-AI. Updated September 11, 2026. Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships
• understand-diff by Egonex-AI. Updated July 17, 2026. Use when you need to analyze git diffs or pull requests to understand what changed, affected components, and risks
• understand-explain by Egonex-AI. Updated July 17, 2026. Use when you need a deep-dive explanation of a specific file, function, or module in the codebase
• update-screenshots by microsoft. Updated September 9, 2026. Update the committed blocks-ci screenshot hashes after the "Screenshots & Tests" check fails, or investigate a screenshot diff reported on a PR. Use when asked to update, accept, or refresh component screenshot baselines from CI. This skill should be run as a subagent.
• upgrade-browser by flutter. Updated April 14, 2026. Upgrade browser versions (Chrome or Firefox) in the Flutter Web Engine and/or Framework tests. Use when asked to roll or upgrade Chrome or Firefox to a newer version.
• ux-audit by lobehub. Updated September 26, 2026. Audit a page / surface against the Designing Interfaces pattern language + the ux skill checklists, then land findings. Three layers — static (code), visual (screenshots), dynamic (automated user journey + perf). Use to run a repeatable, standards-based UX review of one screen.
• v3-core-implementation by ruvnet. Updated January 13, 2026. Core module implementation for claude-flow v3. Implements DDD domains, clean architecture patterns, dependency injection, and modular TypeScript codebase with comprehensive testing.
• v3-mcp-optimization by ruvnet. Updated January 13, 2026. MCP server optimization and transport layer enhancement for claude-flow v3. Implements connection pooling, load balancing, tool registry optimization, and performance monitoring for sub-100ms response times.
• v3-performance-optimization by ruvnet. Updated January 13, 2026. Achieve aggressive v3 performance targets: 2.49x-7.47x Flash Attention speedup, 150x-12,500x search improvements, 50-75% memory reduction. Comprehensive benchmarking and optimization suite.
• v8-jit by vercel. Updated May 14, 2026. V8 JIT optimization patterns for writing high-performance JavaScript in Next.js server internals. Use when writing or reviewing hot-path code in app-render, stream-utils, routing, caching, or any per-request code path. Covers hidden classes / shapes, monomorphic call sites, inline caches, megamorphic deopt, closure allocation, array packing, and profiling with --trace-opt / --trace-deopt.
• validate-ui-scenario by microsoft. Updated September 9, 2026. Use when reproducing a UI bug or verifying a fix by driving a real VS Code window end to end and capturing evidence. Writes a scenario file, runs it against a dev build or installed Insiders, and produces a captioned video, per-step screenshots, a Playwright trace, and an HTML report to attach to an issue or pull request.
• vercel-react-best-practices by Significant-Gravitas. Updated January 16, 2026. React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
• verify by oven-sh. Updated August 12, 2026. Verify a Bun runtime change by driving the debug binary end-to-end.
• verify-homecore by ruvnet. Updated July 29, 2026. Run the smallest relevant core, Wasmtime, HAP, or full Homecore test profile.
• verify-release by openclaw. Updated July 23, 2026. Verify regular or extended-stable OpenClaw releases against the exact publication surfaces, workflow identities, package provenance, smoke tests, and live Gateway behavior expected for that release track.
• verify-worldmonitor by koala73. Updated September 5, 2026. Verify WorldMonitor dashboard behavior with existing browser tests or a scoped manual drive. Use for panels, map layers, settings, search, country briefs, boot, or dashboard screenshots.
• vfx-text-cursor by nexu-io. Updated August 18, 2026. Cursor light trail, chromatic rays, and directional flares for word-by-word quote reveals in video intros.
• vfx-text-cursor by nexu-io. Updated May 22, 2026. Cursor light trail, chromatic rays, and directional flares for word-by-word quote reveals in video intros.
• video-template-frame-data-chart-nyt by nexu-io. Updated July 14, 2026. Use this plugin when the user wants a "NYT-Style Data Chart Frame" HyperFrames motion video — NYT-newsroom typography, staggered reveal animation, and editorial-grade charts (line, bar, or range band).
• watchers by NousResearch. Updated June 10, 2026. Poll RSS, JSON APIs, and GitHub with watermark dedup.
• weather by openclaw. Updated June 5, 2026. Current weather and forecasts with web_fetch, falling back to wttr.in curl for locations, rain, temperature, travel planning.
• web-pentest by NousResearch. Updated August 8, 2026. Authorized web pentest: recon, proof-based exploits, report.
• webapp-testing by anthropics. Updated April 20, 2026. Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
• webgl-liquid-metal by nexu-io. Updated August 18, 2026. A real-time liquid-metal shader — a domain-warped noise field shaded as molten chrome, with a sweeping specular highlight over an iridescent thin-film (cosine-palette) sheen. No textures. Rendered as a single self-contained `index.html`. Use when the brief asks for "liquid metal", "molten chrome", "iridescent", "holographic", "metallic", "thin-film", or a reflective flowing surface. OpenDesign serves this in powered-preview mode so the GPU stack actually runs.
• webgl-raymarched-hero by nexu-io. Updated August 18, 2026. A real-time raymarched 3D hero — soft-shadowed morphing metaballs with a fresnel rim light, sphere-traced per pixel in a fragment shader with a slow camera orbit. No meshes, no textures. Rendered as a single self-contained `index.html`. Use when the brief asks for a "raymarch", "signed distance field", "SDF", "3D hero", "metaballs", "blobs", or a shader-based 3D scene. OpenDesign serves this in powered-preview mode so the GPU stack actually runs.
• workspace-surface-audit by affaan-m. Updated May 11, 2026. 审计活跃仓库、MCP服务器、插件、连接器、环境表面和工具设置，然后推荐最高价值的ECC原生技能、钩子、代理和操作员工作流。当用户希望帮助设置Claude Code或了解其环境中实际可用的功能时使用。
• xurl by NousResearch. Updated July 24, 2026. X/Twitter via xurl CLI: raw post search, posting, DM, media.