效率提升技能

実際の作業結果を振り返り、次回に役立つ改善を提案する。作業結果に基づくworkflowやエージェント定義の改善に使う。指示ファイル自体の監査・整理は /instruction-refactor、感想の日記は /ai-diary を使う。

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長時間ジョブの監視や既存の操作セッションへの継続指示を作業者へ任せる手順を定める。判断は親が持ち、通常の事実収集や探索を委譲する依頼には使わない。

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大規模な変更を独立したサブタスクへ分割し、依存関係に沿って段階的に実装・統合する。複数サブシステムや機能をまたぎ、単一の作業単位では扱いにくい改修に使う。

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複雑な実装・設計変更を計画から受入まで一つの作業単位として進める。設計判断や影響範囲の整理、実装・独立確認まで必要な変更に使う。原因と範囲が明確な小変更は ir、独立したサブタスクへ分割する大規模作業は epic。

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Extract bounded, source-linked context from large files or many inputs. Use when context is too large, files are oversized, or a task needs concise excerpts.

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Route a task through SIPS commands, agents, scripts, MCP tools, or bounded delegation. Use when asked to route, split, fan out, escalate, or choose the right SIPS path.

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Search, inspect, and record SIPS-owned Memory Fabric lessons. Use when a task needs prior lessons, recurring-fix memory, recall health, scoped historical context, or when a just-fixed bump or error should be recorded.

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Document completed work — update task log, sync documentation, log observations. Use after finishing a task or batch of changes.

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Create a detailed implementation plan before coding. Use when starting a new feature, multi-step refactor, or complex task. Invoked by saying "plan", "create a plan", or "plan this task".

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Migrates ArcPy and ArcGIS Pro workflows to explicit, testable open-source Python geospatial workflows. Use when removing ArcPy dependencies, porting geoprocessing scripts, or documenting ArcGIS behavior that will not be migrated.

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Evaluate whether goals, outcomes, requirements, tasks, acceptance evidence, and diffs are aligned, measurable, and within scope. Use before execution or when checking a proposed change against its intended result.

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Workspace project (IDE + collaborator + starter files). Use when the project is technical and benefits from collaborator support layered between coding tasks. Not for soft-skill conversation or role-play practice; use generate-project with scene_actor roles for those.

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Customize WooCommerce transactional emails the classic PHP-template way (NOT the block email editor) — extend WC_Email, declare $id / $title / $template_html / $template_plain / $placeholders, hook trigger() to a woocommerce_order_status_*_notification action, register via the woocommerce_email_classes filter. Plus the canonical template-override pattern (copy templates/emails/*.php to your theme's /woocommerce/emails/ folder; wc_get_template resolves them automatically), and the get_default_subject / get_default_heading override pattern for admin-customizable strings. Use when adding a new transactional email (custom shipped notification, vendor split, internal alert), overriding an existing template, or customizing strings that the admin Settings cannot reach. Triggers on WC_Email, woocommerce_email_classes, woocommerce_order_status_*_notification, wc_get_template_html, template_html / template_plain in WC context, "transactional email" / "send WooCommerce email programmatically".

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Google Tasks skill for managing task lists and tasks via the gws CLI. Covers creating, listing, updating, completing, moving, and deleting tasks and task lists.

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Google Workspace workflow that generates a standup summary combining today's calendar events and open Google Tasks. Read-only — never modifies data.

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Gmail helper for sending email via the gws CLI. Handles RFC 2822 formatting and base64 encoding automatically. Supports plain text, HTML, CC, and BCC.

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Google Calendar skill for managing calendars, events, and free/busy queries via the gws CLI. Covers creating, updating, listing, and deleting events across multiple calendars.

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Gmail skill for sending, reading, searching, labelling, and managing email via the gws CLI. Covers messages, threads, labels, drafts, filters, and inbox management.

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Google Workspace cross-service productivity workflows via the gws CLI. Combines Drive, Gmail, Calendar, Sheets, Tasks, Docs, and Chat into multi-step automations.

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Google Meet skill for creating meeting spaces, reviewing conference records, and managing participants and recordings via the gws CLI.

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Control a headless browser to navigate URLs, click elements, fill forms, extract content from JavaScript-rendered pages, take screenshots, and automate end-to-end web workflows.

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Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a GIF of X doing Y for Slack."

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Automate Appsflyer tasks via Rube MCP (Composio). Always search tools first for current schemas.

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Automate Async Interview tasks via Rube MCP (Composio). Always search tools first for current schemas.

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