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Plan browser, app, screenshot, or UI checks before visual claims. Use when a task includes app shots, visual QA, generated assets, or runtime UI proof.

日本語の概要は準備中です。原文の説明を表示しています。

Map repository structure, likely tests, git state, and write scope before edits. Use when asked for repo mapping, blast radius, file inventory, or change planning.

日本語の概要は準備中です。原文の説明を表示しています。

Verify SIPS proof surfaces before reporting completion. Use when asked to scan, verify, validate, prove, audit, or check whether a repo or SIPS install is coherent.

日本語の概要は準備中です。原文の説明を表示しています。

Execute a previously created implementation plan — implement, test, document, and close out. Use when a plan file exists and is ready for implementation.

日本語の概要は準備中です。原文の説明を表示しています。

Deployless delivery-model audit. Use first when adapting any repository toward single-mainline development, automatic deployment from main, runtime release controls, production-trace-driven iteration, AI PR governance, or multi-agent delivery workflows.

日本語の概要は準備中です。原文の説明を表示しています。

Use when a website needs rendered screenshot review, Playwright visual regression, multi-viewport checks, horizontal overflow detection, console-error checks, focus/state inspection, or a repeatable visual QA evidence set.

日本語の概要は準備中です。原文の説明を表示しています。

Submission-grade remote-sensing Nature/high-impact journal figure workflow for Python or R. Use whenever the user asks to create, revise, audit, or polish manuscript figures, multi-panel scientific plots, map-led composites, remote-sensing image plates, sensor/product workflow figures, validation/error/uncertainty panels, or journal-ready SVG/PDF/TIFF outputs, especially for Nature-family, Remote Sensing of Environment, ISPRS, IEEE TGRS, or other high-impact venues. Before plotting, define the figure's conclusion, evidence logic, export needs, and review risks. If the user has not chosen Python or R, ask "Python or R?" and stop. Use only the selected backend for figure generation, previewing, exporting, and QA. Supports matplotlib/seaborn and ggplot2/patchwork/ComplexHeatmap. Not for dashboards or Illustrator/Figma-first infographics. Also trigger on general academic-writing figure needs even without the word "Nature", such as making figures/plots for a paper, scientific/academic plotting, data visualization for a manuscript, and Chinese phrasings like 遥感论文配图、学术写作配图、科研绘图、科研作图、地图出图、论文图表、可视化.

日本語の概要は準備中です。原文の説明を表示しています。

Record provenance for an Agentic MIKE+ step via the mike-plus MCP server — a manifest.json tying the model copy, inputs, edits, run QA status, result files and figures together, each file with a sha256. Use at the end of every run/compare/plot task (successful or failed) so the work can be audited, re-compared or reproduced later. No license required.

日本語の概要は準備中です。原文の説明を表示しています。

Standard operating procedure for an auditable, headless MIKE+ workflow via the mike-plus MCP server — how to plan, copy, run, QA-gate, compare, plot, audit, and safely stop. Use FIRST whenever an agent is handed a MIKE+ model (.sqlite) or result (.res1d) plus a plain-language goal; it picks the operating mode and tells the agent which mike-* skill to open next and in what order.

日本語の概要は準備中です。原文の説明を表示しています。

Analyze GTmetrix (and PageSpeed) reports for WordPress sites and produce a prioritized optimization plan, a custom WPCode-ready PHP optimization snippet, and a self-contained HTML summary report. Covers PDF report extraction with pypdf, live-page cross-referencing, WordPress-specific fix mapping (Elementor, WooCommerce, Breeze, reCAPTCHA, Google-tag duplication, WebP conversion), and staging-test discipline. Use when asked to review GTmetrix reports, optimize page speed or Core Web Vitals, create a custom performance optimization snippet, or produce an optimization report for a WordPress site.

日本語の概要は準備中です。原文の説明を表示しています。

Run AltoRank through its hosted MCP server: readiness audits, Search Console, keyword research, and SEO drafts into a review queue.

日本語の概要は準備中です。原文の説明を表示しています。

Audit a pytest suite: surviving mutants and untested code, flaky, order-dependent and slow tests, and removal candidates checked on held-out mutants. Report-only.

日本語の概要は準備中です。原文の説明を表示しています。

Check that a Python change is caught by tests: run every mutant of the changed lines and write tests until they catch them. Reports evidence instead of a diff to read.

日本語の概要は準備中です。原文の説明を表示しています。

Run all tests. Codex equivalent of the Claude /test command.

日本語の概要は準備中です。原文の説明を表示しています。

Design and review API contract tests across providers and consumers. Use for schema changes, compatibility regressions and client integration failures.

日本語の概要は準備中です。原文の説明を表示しています。

Implements and reviews mobile identity and session flows across Flutter, Android, iOS, React Native and Kotlin Multiplatform. Use for sign-in, passkeys, account recovery, provider linking, reauthentication, logout and concurrent refresh. Security audits belong to mobile-security; account deletion belongs to mobile-privacy.

日本語の概要は準備中です。原文の説明を表示しています。

Implements and reviews mobile data privacy across Flutter, Android, iOS, React Native and Kotlin Multiplatform. Use for consent withdrawal, SDK collection controls, account and data deletion, retention, privacy manifests or store data disclosures. Covers the app and backend handoff; security exploits belong to mobile-security.

日本語の概要は準備中です。原文の説明を表示しています。

Use when contributing to the CopilotKit open-source project — forking, cloning, setting up the monorepo, creating branches, running tests, and submitting pull requests against CopilotKit/CopilotKit.

日本語の概要は準備中です。原文の説明を表示しています。

テスト駆動開発で機能追加・バグ修正を実装する。テストリストから 1件ずつRed、最小のGreen、Refactorを回す。ユーザーがTDD・テスト駆動・ Red-Green-Refactorを指定したときに使う。テストの後付けだけの依頼には使わない。

機能追加や仕様変更の要件を確認し、設計・テスト・実装順を含むプランを作る。プラン作成や実装前の設計を依頼されたときに使う。

実装が一段落したら、PR本文を課題・解決策・テスト結果・レビュー観点の 形に整形して下書きし、承認を取ってからGitHubへ投稿する。「PRを作って」と 頼まれたときに使う。

Ask real executives and domain experts a question through Instant Expert for a written answer or short call: practitioner knowledge, customer discovery. Free test mode; live sends need approval.

日本語の概要は準備中です。原文の説明を表示しています。

Repair and triage guide for the NV oOS PHPUnit test suite — Docker test environment (incl. cross-worktree one-off runners), CI log triage, and 71 recurring root-cause patterns (hook resets, singleton interference, WP_Error envelope drift, coverage-manifest drift, preset-accounting gaps, and more — see the patterns section). Covers the cluster-by-cluster PR workflow against alpha-working and validation gates. Use when fixing failing PHPUnit tests, triaging CI logs, repairing test drift, deciding between a production fix and a test fix, or starting a new fix cluster.

日本語の概要は準備中です。原文の説明を表示しています。

Programmatically clear WP Rocket cache from a third-party plugin / theme when data changes — the public rocket_clean_* function family (rocket_clean_post, rocket_clean_files, rocket_clean_term, rocket_clean_user, rocket_clean_home, rocket_clean_minify, rocket_clean_cache_busting, rocket_clean_domain, rocket_clean_cache_dir). Critical detection rule — WP Rocket is a PAID plugin not on Packagist; always feature-detect via function_exists('rocket_clean_post') OR defined('WP_ROCKET_VERSION') before calling, since not every site has it. Never raw-unlink the cache directory or call wp_cache_flush() expecting it to clear WP Rocket — wp_cache_flush is WP object cache, WP Rocket is FILE cache. The before_*_clean_* / after_*_clean_* action lifecycle hooks fire around every clean — useful for audit logging, monitoring, custom invalidation chains. Use when integrating cache invalidation in a companion plugin, WC integration, custom data plugin. Triggers on rocket_clean_, before_rocket_clean, af...

日本語の概要は準備中です。原文の説明を表示しています。