「apply」の検索結果

Apply the Minimum Sufficient Language (MSL) principle through the MSL Kernel to write anything a reader must act on. Bind the reader and what they already know, partition facts from the machinery that produced them, emit each admitted fact as an action, a verification, a judgment, or a state, and stop when every claim is checkable and the reader can act. Use for status updates, work-in-progress reports to your own user, closeout and convergence comments, tickets, pull request and review write-ups, incident and postmortem notes, emails, memos, and any draft for readers outside the work. Also use when the user says MSL, Minimum Sufficient Language, write this for stakeholders, drop the jargon, make this readable, or asks for a paste-ready draft.

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。

Before committing any non-trivial change, dispatch the diff to a reviewer runtime via ATO (`ato dispatch <reviewer> --session <id>`), parse the numbered/severity-tagged findings, apply or defer each one with a recorded justification, then commit. Fights the "build passes therefore ship it" failure mode — what Garry Tan calls the AI agent complexity ratchet. Place in the v2.16 stack: this skill is the LAST gate. `ato-warroom` decides the design; `ato-mission` runs the multi-step work and produces the diff; `ato-review` checks the diff before commit. When the review is part of a Mission, dispatch the review with `--require-tools read_file,grep,git_diff,git_log` so the reviewer can walk the source itself instead of reasoning from a paraphrase (PR-1.5 tool surface). Receipts land in `execution_logs` and the Mission narrative. Fires automatically before commits touching public surface (CLI subcommands, Tauri commands, MCP tools, schema migrations, security boundaries) or whenever a diff exceeds ~50 LOC of behavior 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。

Apply product-grounded visual quality constraints during user-visible UI changes. Use for layout, styling, content hierarchy, theming, responsive behavior, or interaction affordances. Stay inactive for logic-only changes that preserve the rendered interface.

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。

最强经理之争——把四位风格迥异的中国权益基金经理（易方达郑希、易方达张坤、易方达武阳、财通金梓才）放进同一个擂台， 用他们各自的全部公开观点原文 + 全部在管基金真实数据（季度持仓/净值/回撤/规模），做可溯源的对比与应用。能做： (1) 经理之争擂台——同口径比收益/最大回撤/回撤恢复/波动/Calmar/换手/规模，给"分场景谁更强、各自长短板"； (2) 行业/个股透视——给一个行业或股票，看四人谁持有/谁加减/谁更早布局，再用各自框架给"四个镜头"的综合看法； (3) 持仓/调仓追踪——逐季还原谁加仓、减仓、新进、清仓（季度颗粒度，公开数据能到的最细）； (4) 多视角参考——用四人的方法和真实操作，多角度帮你理解一只基金/一个行业、校准自己的判断（只呈现不同视角，不替你做决定、不构成建议）； (5) 溯源问答/方法讲解/风格化点评——引用某位经理本人原话答其观点，讲其投资框架，或用其口吻点评； (6) 言行对照——用真实持仓核对某位经理"说的"和"买的"。 (7) 进阶玩法——风格雷达+人设卡、本季调仓快报(共识/分歧)、言行一致性打分、观点时间机器(谁最早看到)、四人会诊(四种视角点评)、自定义擂台(把任意基金/经理拉进来比)。 When the user mentions 最强经理之争 / 经理对比 / 谁更强 / 回撤谁控得好 / 张坤/郑希/武阳/金梓才 / 景气轮动 vs 买入持有 / 风格雷达 / 人设 / 谁最早布局 / 言行一致 / 四人会诊 / 把某基金加进来比， asks who holds a sector or stock, wants 调仓追踪/调仓快报, a 风格化点评, words-vs-holdings, a style radar/persona, an opinion timeline, or to apply their methods to a fund/sector ——use this skill, even without the word "skill", even if the topic isn't in a corpus (fall back to that manager's method). 引用忠于原文、不杜撰；原话/推演/需核实分清；季度颗粒度非逐笔；研究学习辅助，非投资建议。

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 writing, reviewing, refactoring, or modernizing CSS/Tailwind. Apply a policy-first approach: semantic tokens, explicit cascade order, static CSS, intrinsic component layouts, accessible state, measured performance, and progressive enhancement backed by current sources.

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。

Apply LaReine's quality bar when judging an answer, an artifact or a method.

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。

Clean up a diff for reuse, simplicity and efficiency, then apply the fixes.

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。

对 DiT（扩散/多模态生成）模型执行 W8A8 动态（data-free）或 W8A8 MXFP8（data-free）量化。覆盖 HunyuanVideo、Wan2.2-T2V/I2V/TI2V、FLUX.1-dev（已迁移）、SD3、Sana、HunyuanDiT、CogViewX 等。YAML apiversion 固定 multimodal_sd_modelslim_v1，统一 MultimodalPipelineInterface 重构路径（不再保留 LegacyMultimodalPipelineInterface）。模板与字段以 msmodelslim/model/hunyuan_video/model_adapter.py（唯一已迁移到重构路径且 lab_practice YAML 已 validated 的 DiT）为参考；其它 DiT 需按各自推理仓的 `parse_args` 调整字段集合。data-free 指不引入外部激活校准数据，spec.dataset（校准集短名，短名如 wan2_2_t2v；enable_dump: false 时不参与 dump）仍必填；精度调优通过下游经验库 L2 §7 + 直接调 `quantization-expert-experience-tuning-rules/scripts/apply_rollback.py`（整层回退）扩展 exclude 列表，闭环由 `quantization-accuracy-tuning-orchestrator` 调度。

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。

ACTIVATE THIS SKILL FOR ANY SHELL COMMAND OR FILE READ. Check curl, wget, rm, sudo, apt, dpkg, chmod, dd, format, powershell, bash, sh. Check pipe patterns like | sh or | bash. Check shell wrappers like bash -c, xargs, find -exec. Check cloud CLI (aws, gcloud, kubectl, terraform). Check when user says sysadmin told me, Stack Overflow says, is this safe, can I run. Block reading of .env, .ssh, .aws, and credential files. This skill blocks dangerous commands and warns on risky ones. ALWAYS apply the safety protocol from this document before responding about any 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。

Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.

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。

Apply StyleKit visual styles and public assets when building, restyling, or reviewing UI. Use for named StyleKit styles, visual direction, mobile interface patterns, and component-library selection; preserve the target platform and existing product 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。

Knowledge skill that applies behavioral psychology and persuasion principles to any marketing asset. Covers Cialdini's 6 principles, cognitive biases, and ethical persuasion frameworks. This skill is invoked BY other skills to enhance their output. Use it whenever copy needs more psychological weight, when a landing page feels flat, when email sequences lack urgency, or when any marketing asset needs to be more persuasive. Also use when someone says 'make this more convincing', 'add urgency', 'psychological triggers', 'persuasion framework', 'behavioral psychology', 'conversion optimization', 'nudge', 'influence tactics', or 'why isn't this converting'. Make sure to use this whenever ANY marketing copy needs to be more persuasive, even if the user just says 'this feels weak' or 'how do I get more signups', psychology principles likely apply.

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。

Invoke only when the user explicitly asks to review code through the "single level of abstraction / layered error handling" lens — a function does only its own layer's business logic while errors are handled above or below. The agent reports detections, raw-count measurements, and move directions. Apply only when the user explicitly requests this lens.

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。

Apply an approved sub-skill grouping by moving user-specified skills into a parent bundle, with timestamped backups of every modified directory.

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。

Apply AI to market research. TRIGGERS - Use when user needs help with ai-market-research related tasks.

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 this skill for one-command Obsidian workflow orchestration across the existing six domain skills. This skill owns named workflow command IDs and preview/apply execution policy, while delegating all direct official CLI command execution to the appropriate domain skill.

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 adding cross-cutting concerns to durable functions — structured logging or tracing across all functions, error tracking with Sentry, payload encryption for sensitive data, dependency injection of clients (DB, Stripe, etc.) into function handlers, custom telemetry, or behavior that should apply uniformly across many functions. Covers Inngest middleware lifecycle, creating custom middleware, dependencyInjectionMiddleware, @inngest/middleware-encryption, @inngest/middleware-sentry, and custom middleware patterns.

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。

Web (CSS/JS/React + GSAP/Motion): classify UI motion as communicative (sequence is the content) or decorative (decorating a result), then fix or apply prefers-reduced-motion so meaning survives under reduce. Use when auditing existing animation, gating new motion, verifying both preference states, catching a dead reduced-motion branch, snapping to an end state, or collapsing a transition without nuking essential cues. Not for React Native, full WCAG encyclopedias, keyboard traps, color contrast, focus management, or ARIA pattern audits.

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 this skill when applying VCSDD to Rust projects. Provides Kani proof harness patterns, proptest strategies, cargo-fuzz integration, and cargo-mutants mutation testing guidance.

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 this skill when applying VCSDD to Python projects. Provides hypothesis property testing patterns, mutmut mutation testing, and pytest integration for the VCSDD pipeline.

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 this skill when applying VCSDD to TypeScript/JavaScript projects. Provides fast-check property testing patterns, Stryker mutation testing, and vitest/jest integration for the VCSDD pipeline.

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 the user asks "what TLP should this be?", applying TLP markings to a finished product, or the tradecraft pipeline calls for TLP determination before sharing. Covers TLP v2.0 (CLEAR / GREEN / AMBER / AMBER+STRICT / RED).

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。

Process multimedia files with FFmpeg (video/audio encoding, conversion, streaming, filtering, hardware acceleration) and ImageMagick (image manipulation, format conversion, batch processing, effects, composition). Use when converting media formats, encoding videos with specific codecs (H.264, H.265, VP9), resizing/cropping images, extracting audio from video, applying filters and effects, optimizing file sizes, creating streaming manifests (HLS/DASH), generating thumbnails, batch processing images, creating composite images, or implementing media processing pipelines. Supports 100+ formats, hardware acceleration (NVENC, QSV), and complex filtergraphs.

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, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL.md, copilot-instructions.md, AGENTS.md). Use for: saving coding preferences; troubleshooting why instructions/skills/agents are ignored or not invoked; configuring applyTo patterns; defining tool restrictions; creating custom agent modes or specialized workflows; packaging domain knowledge; fixing YAML frontmatter syntax.

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。