Systematic debugging workflow for errors, performance issues, and runtime problems in the portfolio.
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。
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概要と使いどころ
Systematic debugging workflow for errors, performance issues, and runtime problems in the portfolio.
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。
Write, run, and maintain tests using Vitest with proper isolation patterns and coverage targets.
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。
Create or materially revise a durable specification when the user explicitly requests a spec/new feature contract or a named ambiguity requires formal DEFINE; do not trigger for ordinary bounded edits, implementation, task breakdown alone, review, or documentation of already-settled behavior.
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。
Resolve one exact official/current documentation gap when the user requests source verification or a version-sensitive API/SDK/provider/framework question can materially change the current decision; do not trigger for every implementation decision, ordinary framework code, local business logic, or broad research.
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。
Silent failure hunting routing. Use when a change might pass while skipping work, swallowing errors, losing evidence, weakening gates, or reporting false success; do not use for broad code review.
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。
Plan and synthesize a source-grounded multi-paper literature review. Use for systematic literature reviews, survey matrices, inclusion/exclusion criteria, research gaps, or "review the literature on X" requests; do not use for reviewing one paper, ordinary web summaries, citation formatting only, or medical/legal conclusions.
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 one bounded adversarial pass when the user explicitly requests a report-style stress test or ROSE identifies a concrete material loophole in an existing strategy, spec, plan, review, or claim; do not trigger for an interactive grill/frontier interview or merely before write-back, implementation, reconciliation, or completion.
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。
Build GLSL/WebGL/ShaderToy shaders and procedural visual effects such as SDF, ray marching, particles, and fluids.
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 a bounded red-green-refactor feedback loop only when the user explicitly requests TDD, accepts reproduction-first proof for a bug, or an accepted high-risk behavior specifically requires red/green evidence; do not trigger for every logic, bug, behavior, or implementation change.
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。
Prepare an explicit production launch, staged rollout, launch-monitoring, or rollback plan; do not trigger from AILI SHIP, implementation completion, packaging, review, or release wording that lacks a concrete launch/rollout target.
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。
Generate or materially revise a repository-local test plan, QA plan, acceptance matrix, or regression checklist on explicit request or when one concrete testability gap blocks formal DEFINE; do not trigger for ordinary implementation, test execution, TDD, review, or completion claims.
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。
Create, revise, or evaluate repository Agent Skills when the user asks to write a SKILL.md, improve triggers or information hierarchy, restructure references/scripts/assets, or diagnose skill predictability; do not use for product code, AGENTS.md initialization, general prompt editing, or automatic repository-wide cleanup.
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 one concrete reproducible build, typecheck, lint, test, packaging, or CI failure with a bounded root-cause-first loop; do not trigger for runtime bugs without a failing gate, broad test strategy, dependency/toolchain migration, or generic 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。
Optional focused post-implementation review routing. Use only when the user requests review or the changed surface has a clear specialist evidence need that direct diff inspection and the smallest relevant check cannot cover. Never creates an automatic review swarm.
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。
PR test analysis routing. Use for pull request or diff test impact, changed-test review, CI failure interpretation, and focused test matrix recommendations; do not use for general code review or editing tests.
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。
Perform a bounded security design/hardening pass for explicit security or threat-model intent, or a concrete auth/authorization/secret/untrusted-input/file-upload/sensitive-data risk; do not trigger for every input, data store, third-party call, implementation, review, or release.
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。
Generate, edit, inspect, or verify editable PowerPoint/PPTX decks when a .pptx file is the deliverable; use for template-preserving edits and from-scratch slide production, but not for HTML/SVG mockups, PDF-only reports, or presentation advice that needs no PPTX artifact.
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。
Break a clear scope or accepted specification into ordered tasks/packages when the user explicitly asks for a plan, estimate, dependency order, or task breakdown; do not trigger for ordinary implementation, every multi-step task, speculative parallelism, review, or completion.
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。
Optimize a measured performance problem when the user names a latency/load/Core Web Vitals/resource target or current profiling evidence identifies a bottleneck; do not trigger from generic implementation, review, or an unsupported suspicion that code may be slow.
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。
Prefer a fresh matching specialist for a clear bounded non-trivial package when current capabilities and permissions permit it; use direct ROSE work only for accepted direct-work exceptions or a concrete block.
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 a non-destructive open-source, npm, or public release readiness checklist covering package metadata, provenance, license, internal artifact exposure, and dry-run evidence; complements security, shipping, and sanitizer reviews, and must not publish, delete, rewrite history, or mutate release state.
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。
Generate or edit a source-grounded newsletter issue, digest, or briefing from provided or researched sources. Use for weekly/monthly updates, curated links, executive digests, community newsletters, or "turn these sources into a newsletter"; do not use for UI landing pages, marketing campaign design, unsourced news claims, or long-form research reports.
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。
Create, edit, analyze, format, or validate Excel/XLSX/CSV spreadsheets with managed OfficeCLI first and pandas/XML preservation-aware fallbacks.
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。
Create, fill, or reformat print-ready PDFs with strong visual page fidelity.
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。