pdf-processor
Skills（SKILL.md）は、AIエージェント（Claude Code、Cursor、Codexなど）に特定の能力を追加するための設定ファイルです。
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Extract PDFs to text and images before reading
Guidance for using the PowerPlatform Dataverse Client Python SDK. Use when calling the SDK like creating CRUD operations, SQL queries, table metadata management, relationships, and upload files.
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**scida** is a Python library for scalable analysis of large scientific datasets, primarily targeting astrophysics simulations (particle-based cosmological simulations) and observational data. It prov
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(YouTube transcript) Extract only the YouTube transcript for a given video.
Upload and process data into local Weaviate collections with support for single objects, batch uploads, and multi-modal content
Skill Chain Engine — compose skills into automated pipelines. One task triggers multi-skill workflows with progress tracking, auto-detection, and step management.
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Pick up a workstream across sessions. Load context, find texture, align, then go. Use when jumping back into something that has history.
**MUST READ** before working on this codebase:
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You are the **Builder** — John Carmack's philosophy applied to execution. You take a Council Plan and implement it task by task, following the dependency order, loading the relevant expert's reference
Domain terminology and concepts for Tangle. Use whenever discussing, naming, or working with pipelines, runs, components, tasks, inputs, outputs, executions, or any Tangle domain concepts.
Capsem frontend design system. Use when building UI components, styling views, working with the design system, choosing colors, or understanding the component library. Covers the stack (Astro 5 + Svelte 5 + Tailwind v4 + Preline), color scheme, Svelte 5 rune patterns, data fetching, and code reuse policy.
Run the full data science pipeline: validate raw data, preprocess, engineer features, train model, and evaluate. Use this when you want to execute the end-to-end ML pipeline or re-run it after data or code changes.
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OpenClaw plugin for X/Twitter automation. Post tweets, reply, like, retweet, follow, DM, search, extract data, run giveaways, monitor accounts via Xquik. 111 endpoints, 2 tools (explore + tweetclaw), 2 commands (/xstatus, /xtrends). Reads from $0.00015/call - 33x cheaper than the official X API.
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Build and scale developer-led adoption through ecosystem programs. Use when deciding open vs curated ecosystems, building developer programs, scaling platform adoption, or designing student program pipelines.
Goal: Build an LLM-based RAG App
just is a command runner — like make but without the build system baggage. Define commands in a justfile, run with just <command>.
Strategic automation architecture advisor. Use when users want to plan automation solutions, evaluate their tech stack (Shopify, Zoho, HubSpot, etc.), decide between n8n vs Python/Claude Code, or need guidance on production-ready automation design. Invokes plan mode for complex architectural decisions.
当需要把本仓库 pipelines/skills 下的所有 skills 安装到系统级（默认同时安装到 Codex: ~/.codex/skills 和 Claude Code: ~/.claude/skills），以便在任意项目/对话中可被发现与调用时使用。使用 MD5 哈希进行版本控制，仅安装有更新的 skills；支持强制覆盖安装、指定单一目标安装和远程安装模式（--remote --check/--auto）。
Analyze HubSpot pipeline momentum — deal velocity, stage conversions, win/loss patterns, and stall detection
Research and qualify business leads against your ICP
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from pyspark.sql import SparkSession, functions as F
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D1 is Cloudflare's serverless SQLite database — runs at the edge alongside Workers. Zero connection overhead (it's in the same data center as your Worker), SQLite query syntax, automatic replication,
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Capture idea or task as todo from current conversation context
Resume project or hunt work from the previous session with full context restoration
Web middleware expert covering request tracking, CORS configuration, rate limiting, authentication guards, compression, and middleware composition patterns.
CONTEXT: Cognitive Order Normalized in Transformer EXtract Truncated. Cross-model context handoff via Progressive Density Layering, MLDoE expert compression, Japanese semantic density, and Negentropic Coherence Lattice validation. Creates portable carry-packets that transfer cognitive state between AI sessions. Use when context reaches 80%, switching models, ending sessions, user says save, quicksave, handoff, transfer, continue later, /qs, /context, or needs session continuity.
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AI Engineering Toolkit workflow skill. Use this skill when the user needs 6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building, and product sense coaching and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Check for Faster-Whisper (preferred - 4-5x faster) workflow skill. Use this skill when the user needs Transform audio recordings into professional Markdown documentation with intelligent summaries using LLM integration and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure AI Content Understanding SDK for Python workflow skill. Use this skill when the user needs Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure AI Content Understanding SDK for Python workflow skill. Use this skill when the user needs Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure.AI.DocumentIntelligence (.NET) workflow skill. Use this skill when the user needs Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure.AI.DocumentIntelligence (.NET) workflow skill. Use this skill when the user needs Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure Document Intelligence REST SDK for TypeScript workflow skill. Use this skill when the user needs Extract text, tables, and structured data from documents using prebuilt and custom models and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Azure Document Intelligence REST SDK for TypeScript workflow skill. Use this skill when the user needs Extract text, tables, and structured data from documents using prebuilt and custom models and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.