Pick up a workstream across sessions. Load context, find texture, align, then go. Use when jumping back into something that has history.
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。
詳しく見る →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
Skill for using Fabro, the open source AI coding workflow orchestrator that lets you define agent pipelines as Graphviz DOT graphs with human gates, multi-model routing, and cloud sandboxes.
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.
UI primitive components for this project (BlockStack, InlineStack, Text, Heading, Paragraph, Button, Icon). Use when writing JSX, creating components, or working with layout and typography.
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.
Helm 包管理
代理服务器配置
Systemd 服务管理
Systematic research engine with anti-hallucination safeguards and source quality tiering.
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.
Build and scale partner ecosystems that drive revenue and platform adoption. Use when building partner programs from scratch, tiering partnerships, managing co-marketing, making build-vs-partner decisions, or structuring crawl-walk-run partner deployment.
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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Add phase to end of current milestone in huntmap
Capture idea or task as todo from current conversation context
List pending todos and select one to work on
Interactive command center for managing multiple project or hunt phases from one terminal
Resume project or hunt work from the previous session with full context restoration
Display project statistics — phases, plans, requirements, git metrics, and timeline
* [Using LLM Agents with Llama 3, LangGraph and Milvus](https://www.youtube.com/watch?v=zULKPrekNhQ)
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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> Agent guidance for the `9_OTHER/TheBrain/TheBrain_export/15199dd2-fe05-4f0c-9841-72106f52f556/.data` directory within the Active InferAnts framework.
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.
Universal Web Scraper workflow skill. Use this skill when the user needs AI-driven data extraction from 55+ Actors across all major platforms. This skill automatically selects the best Actor for your task and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Attack Tree Construction workflow skill. Use this skill when the user needs Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders 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.