自然語言處理

Gemini mega-context patterns for very large prompts and retrieval planning.

Use the aissist CLI tool for personal goal tracking, todo management, daily history logging, context-specific notes, guided reflections, and AI-powered semantic recall. Activate when users mention goals, tasks, todos, progress tracking, journaling, work history, personal assistant, meal planning, fitness tracking, or want to search their past activities and reflections.

PDF document processing and manipulation. Tools: Python (PyPDF2, pdfplumber, reportlab), CLI tools. Capabilities: text extraction, table extraction, form filling, merge/split documents, create PDFs, add annotations, watermarks, page manipulation. Actions: extract, create, merge, split, fill, annotate PDFs. Keywords: PDF, text extraction, table extraction, form fill, PDF form, merge PDF, split PDF, create PDF, reportlab, PyPDF2, pdfplumber, annotation, watermark, page rotation, PDF metadata, bookmarks, OCR. Use when: extracting text/tables from PDFs, filling PDF forms, merging/splitting documents, creating PDFs programmatically, adding annotations/watermarks, processing PDFs at scale.

Write clear, emotionally resonant, and well-structured content that readers remember and act upon. Use when writing or editing any text—Twitter posts, articles, documentation, emails, comments, updates—for maximum clarity, engagement, and impact.

Expert in .faf (Foundational AI-context Format) files for persistent project context. Use when working with .faf files, project DNA, CLAUDE.md bi-sync, faf-cli commands, MCP server configuration, or AI-readiness scoring (0-100%). Updated for v2.8.0 Tool Visibility System.

Comprehensive guide for using Editor UI Drawers (ButtonDrawer, ModalDrawer, TableDrawer, TreeDrawer, LayoutDrawer, TextDrawer, DragDropDrawer). Use when implementing any UI in editor panels to ensure consistency.

Search past conversations by keywords, timeframe, or ID. Triggers on "search sessions", "find that conversation", "what did we work on", "look up past discussion about X", "where were we", "what did I learn", "knowledge gaps", "retrospective". Also trigger on: "what did we discuss...", "you mentioned...", past tense verbs referring to prior work, possessives without context ("my project", "my auth system"), and assumptive questions that reference unshared context. Extracts clean conversation data and applies analytical lenses for structured insights.

Comprehensive frontend design system for creating distinctive, production-grade interfaces that avoid generic AI aesthetics. Use when users request web components, pages, applications, or any frontend interface. Provides design workflows, aesthetic guidelines, code patterns, animation libraries, typography systems, color theory, and anti-patterns to create memorable, context-specific designs that feel genuinely crafted rather than generated.

Technical documentation discovery via context7 and web search. Capabilities: library/framework docs lookup, topic-specific search. Keywords: llms.txt, context7, documentation, library docs, API docs. Use when: searching library documentation, finding framework guides, looking up API references.

Use this skill when working in the CPython repository. It provides essential context about the CPython codebase structure, recommended tools, source code navigation, and best practices for maintaining engineering notebooks while working on Python runtime and standard library development.

Use this skill to start work on a GitHub issue. It synthesizes all relevant context (specs, retrospective, issue details) using the Gemini CLI to generate a step-by-step implementation plan, then creates a feature branch to begin work. Triggers include "start work on issue

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.

Generate and edit images using the Gemini API (Nano Banana). Use this skill when creating images from text prompts, editing existing images, applying style transfers, generating logos with text, creating stickers, product mockups, or any image generation/manipulation task. Supports text-to-image, image editing, multi-turn refinement, and composition from multiple reference images.

DaisyUI v5 design system. Use for backgrounds, borders, text sizes, opacity, semantic colors, and spacing.

Native Fabric pattern execution for Claude Code. USE WHEN processing content with Fabric patterns (extract_wisdom, summarize, analyze_claims, threat modeling, etc.). Patterns run natively in Claude's context - no CLI spawning needed. Only use fabric CLI for YouTube transcripts (-y) or pattern updates (-U).

Core Python development concepts, idioms, best practices, and language features.Covers Python 3.10+ features, type hints, async/await, and Pythonic patterns.For running scripts, see uv-run. For project setup, see uv-project-management.Use when user mentions Python, type hints, async Python, decorators, context managers,or writing Pythonic code.

Create Claude Code rule files for .claude/rules/. Writes conventions and shared guidelines that auto-inject into context. Use for path-specific coding conventions or shared project guidelines. NOT for constitution/laws (use <law> in CLAUDE.md instead).

Use this skill when documenting significant architectural decisions. Provides ADR templates following the Nygard format with sections for context, decision, consequences, and alternatives. Helps teams maintain architectural memory and rationale for backend systems, API designs, database choices, and infrastructure decisions.

Track complex, multi-session work with dependency graphs using bd (beads) issue tracker. Use when work spans multiple sessions, has complex dependencies, or requires persistent context across compaction cycles. For simple single-session linear tasks, TodoWrite remains appropriate.

DaisyUI v5 form patterns. Use for inputs, selects, textareas, validation, and form structure with fieldset/legend.