extract-errors
Use when adding new error messages to React, or seeing "unknown error code" warnings.
⌘K Publish Data modeling
Schema design, migrations · 468 skills
Filter and sort468 results
n8n:db-migrations
Authors n8n database migrations.
agent-architecture-audit
Full-stack diagnostic for agent and LLM applications.
agentic-os
Build persistent multi-agent operating systems on Claude Code.
docx
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files).
Use this skill whenever the user wants to do anything with PDF files.
pptx
Use this skill any time a .pptx file is involved in any way — as input, output, or both.
xlsx
Use this skill any time a spreadsheet file is the primary input or output.
component-refactoring
Refactor high-complexity React components in Langflow frontend.
wpf-to-winui3-migration
Guide for migrating PowerToys modules from WPF to WinUI 3 (Windows App SDK).
migrate-to-shoehorn
Migrate test files from `as` type assertions to @total-typescript/shoehorn.
Skill Development
This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description"…
data-analyst
| You are an expert data analyst with expertise in SQL, Python (pandas), and statistical analysis.
investigate
Systematic debugging with root cause investigation.
sync-gbrain
Keep gbrain current with this repo's code and refresh agent search guidance in CLAUDE.md.
browser-use
Automates browser interactions for web testing, form filling, screenshots, and data extraction.
mem-search
Search claude-mem's persistent cross-session memory database.
agent-tracing
Agent tracing CLI for inspecting agent execution snapshots.
agent-data-ml-model
Agent skill for data-ml-model - invoke with $agent-data-ml-model name: "ml-developer" description: "Specialized agent for machine learning m…
agent-migration-plan
Agent skill for migration-plan - invoke with $agent-migration-plan name: migration-planner description: Comprehensive migration plan for con…
AgentDB Advanced Features
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and dist…
interview-me
Extracts what the user actually wants instead of what they think they should want.
playwright-mcp-metabase
Drive Metabase's UI with the Playwright MCP browser tools (mcp__playwright__browser_*).
analyzing-financial-statements
This skill calculates key financial ratios and metrics from financial statement data for investment analysis This skill provides comprehensi…
resume-builder
Generate professional resumes that conform to the Reactive Resume schema.
presentations
Create, edit, inspect, or convert PowerPoint decks and PPTX slide presentations with practical layout and verification steps.
agent-browser
Browser automation CLI for AI agents.
code-review-excellence
Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining te…
data-storytelling
Transform data into compelling narratives using visualization, context, and persuasive structure.
postgresql-table-design
Use this skill when designing or reviewing a PostgreSQL-specific schema.
sql-optimization-patterns
Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow que…
unity-ecs-patterns
Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development.
skill
Manage local skills - list, add, remove, search, edit, setup wizard Meta-skill for managing oh-my-claudecode skills via CLI-like commands.
ai-seo
When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers.
seo-audit
When the user wants to audit, review, or diagnose SEO issues on their site.
xlsx-author
Produce a .xlsx file on disk (headless) instead of driving a live Excel workbook — for managed-agent sessions with no open Office app.
agent-browser
Browser automation via agent-browser CLI.
skill-creation-guide
Guide for creating effective skills.
gpt-researcher
GPT Researcher is an autonomous deep research agent that conducts web and local research, producing detailed reports with citations.
markitdown
Convert files and office documents to Markdown.
csv-workbench
Analyze CSV files in /mnt/data and return concise numeric summaries.
deep-research
Universal deep research tool — a domain-agnostic 13-agent team for rigorous academic research on any topic.
skill-development
This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description"…
agent-browser
Automates browser interactions for web testing, form filling, screenshots, and data extraction.
baoyu-electron-extract
Extracts resources and code from an installed Electron app's app.asar.
market-intel
Read AI-Trader financial event snapshots and market-intel endpoints.
polymarket-public-data
Read Polymarket public market metadata and orderbook prices directly from Polymarket APIs without routing traffic through AI-Trader.
comp-analysis
Analyze compensation — benchmarking, band placement, and equity modeling.
compliance-check
Run a compliance check on a proposed action, product feature, or business initiative, surfacing applicable regulations, required approvals,…
legal-response
Generate a response to a common legal inquiry using configured templates, with built-in escalation checks for situations that shouldn't use…
statistical-analysis
Apply statistical methods including descriptive stats, trend analysis, outlier detection, and hypothesis testing.
skillpack-check
| Running gbrain skillpack-check returns a JSON report with: Exit code alone tells you if anything is wrong;
a0-create-agent
Create a new Agent Zero agent profile (subordinate).
data-analyst
Data analysis expert for statistics, visualization, pandas, and exploration You are a data analysis specialist.
pdf-reader
PDF content extraction and analysis specialist You are a PDF analysis specialist.
trader-hand-skill
Expert knowledge for autonomous market intelligence and trading — technical analysis, risk management, Alpaca API, financial data sources Fo…
nature-data
>- This skill is split into two layers: Do not try to apply the data-availability logic from memory or from this router.
nature-reader
This skill is split into two layers: Do not try to apply the reading logic from memory or from this router.
skill-security-auditor
> Scan and audit AI agent skills for security risks before installation.
literature-search
Systematic literature review methodology including search strategy, screening, and synthesis.
systematic-review
Structured methodology for comprehensive literature review following PRISMA guidelines.
character-scene-extractor
提取的角色信息包含： 姓名：角色全名 角色定位：主角/配角/龙套 外貌描写：性别、年龄、体型、面部特征、发型、着装（300-500字） 性格特点：核心性格标签 角色描述：背景故事和关系 提取的场景/背景信息包含： 地点：具体场所名称 时间：时间段和光线条件 氛围：环境氛围描述 提…
minimax-pdf
> Three tasks.
minimax-xlsx
Open, create, read, analyze, edit, or validate Excel/spreadsheet files (.xlsx, .xlsm, .csv, .tsv).
ppt-orchestra-skill
Plan and orchestrate multi-slide PowerPoint creation from scratch.
pptx-generator
Generate, edit, and read PowerPoint presentations.
unity-mcp-orchestrator
Orchestrate Unity Editor via MCP (Model Context Protocol) tools and resources.
openspec-verify-change
验证实现是否与变更产出物（规范、任务、设计）匹配。
data-analysis
Summarize structured outputs and highlight regressions.
akshare
AKShare financial data aggregator (18k+ stars).
nestjs-expert
Creates and configures NestJS modules, controllers, services, DTOs, guards, and interceptors for enterprise-grade TypeScript backend applica…
pandas-pro
Performs pandas DataFrame operations for data analysis, manipulation, and transformation.
shopify-expert
Builds and debugs Shopify themes (.liquid files, theme.json, sections), develops custom Shopify apps (shopify.app.toml, OAuth, webhooks), an…
paper-interpreter
将学术论文转化为通俗易懂、图文并茂的深度解读文档。
ppt-maker
从文稿内容生成专业 .pptx 演示文稿。支持： pip install python-pptx pillow 本脚本依赖 python-pptx；建议安装 pillow 以便生成时保持图片比例。若 python-pptx 未安装，脚本会提示安装命令。
Learn
Create, extract, or update a skill.
skill-template-generator
Generate properly-formatted SKILL.md files from extracted architectural patterns.
agent-browser
Browser automation CLI for AI agents.
fp-check
Systematically verifies suspected security bugs to eliminate false positives.
interpreting-culture-index
Interprets Culture Index (CI) surveys, behavioral profiles, and personality assessment data.
sharp-edges
Identifies error-prone APIs, dangerous configurations, and footgun designs that enable security mistakes.
dbs-agent-migration
| 你是 dontbesilent 的 Agent 工作台迁移工具。你的任务不是直接“帮用户改几个文件”，而是把一个项目从混乱、半迁移、不可维护的状态，整理成一套可长期维护的 Agent 工作台。
agent-device-evidence
Records iOS/Android native MP4 evidence for test/repro flows extracted from an Expensify GitHub PR or issue.
markdown-converter
Markdown conversion: PDF, Office, HTML, data, OCR, audio, ZIP, YouTube.
agentica-infrastructure
Reference guide for Agentica multi-agent infrastructure APIs Complete API specification for Agentica multi-agent coordination infrastructure…
youtube-shorts-generator
Generate viral 9:16 YouTube Shorts (or TikTok/Reels clips) from a long-form YouTube URL or local video.
agent-browser
Browser automation CLI for AI agents.
agent-task-handoff
Use this skill when delegating a subtask to a sub-agent, spawning a parallel worker, or handing off work across sessions.
skill-content-pipeline
Extract patterns and anatomy from URLs — use to reverse-engineer content strategies from live pages Multi-stage pipeline for deep content an…
skill-parallel-agents
Decompose large tasks across parallel agents — use for migrations, multi-file refactors, or batch work DISCOVER DEFINE DEVELOP DELIVER (prob…
skill-task-management
Manage tasks with Claude Code native tools — use to track TODOs, delegate work, and monitor progress Systematic task orchestration for multi…
sexp
How the Zig S-expression engine and typed KiCad models work, how they are exposed to Python (pyzig_sexp), and the invariants around parsing,…
sn-da-excel-workflow
End-to-end workflow for structured Excel analysis.
sn-da-image-caption
Analyze, extract data from, or understand image files (.png, .jpg, .jpeg, .gif, .webp, .bmp).
skill-improver
Trigger: improve skills, audit skills, refactor skills, skill quality.
bc-check
Analyze a qlty pull request (or the current branch) for backwards-incompatible behavior changes.
agent-academy-report
Generate a full Agent Academy feedback report — extracting feedback from Excel files and GitHub issues, analyzing sentiment, generating char…
agent-browser
Browser automation CLI for AI agents.
anysearch
Real-time search engine supporting web search, vertical domain search, parallel batch search, and URL content extraction.
ctf-ai-ml
Provides AI and machine learning techniques for CTF challenges.
agent-creator
'Create production-grade agent .md files aligned with the Anthropic 2026 Creates spec-compliant agent .md files following the Anthropic 2026…
skill-adapter
'Execute analyzes existing plugins to extract their capabilities, then Analyzes existing plugins in the repository to extract their capabili…
agent-device
Automates Apple-platform apps (iOS, tvOS, macOS) and Android devices.
markitdown
Convert files and office documents to Markdown.
supabase-postgres-best-practices
Postgres performance optimization and best practices from Supabase.
html-to-ugui
你是一个专业的 UI 原型开发专家。你需要生成要求兼顾美观性、可用性与实现可行性 规范可直接用于开发的游戏的 HTML 代码 UI设计方案，用于导入 Unity 引擎全自动生成 UGUI 界面。
drawio-skill
Use when the user requests diagrams, flowcharts, architecture diagrams, ER diagrams, UML / sequence / class diagrams, network topology, ML/D…
nsfc-roadmap
隐藏中间产物位于 output_dir/.nsfc-roadmap/： Nano Banana 模式仅交付： python3 nsfc-roadmap/scripts/generate_roadmap.py \ python3 nsfc-roadmap/scripts/nanob…
systematic-literature-review
python3 scripts/run_pipeline.py --topic "{主题}" --runs-root runs python3 scripts/pipelinerunner.py --topic "{主题}" --domain general --work-dir…
skill-tuning
Universal skill diagnosis and optimization tool.
salary-market-scanner
Scan live job boards and salary databases to find real-time compensation data for any role and location.
skill-idea-miner
Mine Claude Code session logs for skill idea candidates.
skill-integration-tester
Validate multi-skill workflows defined in CLAUDE.md by checking skill existence, inter-skill data contracts (JSON schema compatibility), fil…
skill-test
Testing framework for evaluating Databricks skills.
file-manager
本技能提供文件和文件夹管理能力。
video-claw
video-claw/ ← OpenClaw 调用的 skill 根目录 ├── video-claw/ ← 前后端项目代码 │ ├── backend/ ← FastAPI 后端（端口 8000） │ │ ├── api/ ← API 路由、Schema 和服务 │ │ ├──…
research-ideation
Generate structured research questions, testable hypotheses, and candidate empirical strategies from a topic, phenomenon, or dataset descrip…
continue-claude-work
Recover actionable context from local `.claude` session artifacts and continue interrupted work without running `claude --resume`.
excel-automation
Create, parse, and control Excel files on macOS.
llm-wiki-setup
帮用户搭一个金融投研专用 LLM Wiki（Karpathy 模式）：纯 markdown 文件 + [[wikilink]] 互联 + LLM 维护，知识随用复利。
ppt-creator
Create professional slide decks from topics or documents.
transcript-fixer
Corrects speech-to-text transcription errors using dictionary rules and AI-powered analysis.
ppt-generator
python-pptx>=0.6.21 python scripts/generatepptx.py --input ./pptdata.json --output ./presentation.pptx 当用户仅需要主题生成和大纲规划：; runs on Python.
e-commerce
Navigate e-commerce sites to extract products, pricing, categories, and inventory.
skill-evolver
Analyze skill execution traces to identify issues and automatically evolve/improve skills.
powerpoint
PowerPoint slide deck generation and management using python-pptx with YAML-driven content and styling - Brought to you by microsoft/hve-cor…
moai-domain-database
> Enterprise Database Expertise - Comprehensive database patterns and implementations covering PostgreSQL, MongoDB, Redis, Oracle, and advan…
efcore-patterns
Entity Framework Core best practices including NoTracking by default, query splitting for navigation collections, migration management, dedi…
serialization
Choose the right serialization format for .NET applications.
testcontainers-integration-tests
Write integration tests using TestContainers for .NET with xUnit.
axiom-audit-core-data
Use when the user mentions Core Data review, schema migration, production crashes, or data safety checking.
axiom-audit-database-schema
Use when the user mentions database schema review, migration safety, GRDB migration audit, or SQLite schema checking.
axiom-audit-grdb-performance
Use when the user mentions GRDB performance review, slow GRDB queries, app-group database setup audit, or pre-release GRDB scan.
axiom-audit-liquid-glass
Use when the user mentions Liquid Glass review, iOS 26 UI updates, toolbar improvements, or visual effect migration.
axiom-audit-swiftdata
Use when the user mentions SwiftData review, @Model issues, SwiftData migration safety, or SwiftData performance checking.
axiom-audit-testing
Use when the user wants to audit test quality, find flaky test patterns, speed up test execution, or prepare for Swift Testing migration.
axiom-concurrency
Use when writing ANY async code, actors, threads, or seeing ANY concurrency error.
axiom-data
Use when working with ANY data persistence, database, storage, CloudKit, migration, or serialization.
axiom-design
Use when making design decisions, implementing HIG patterns, Liquid Glass, SF Symbols, typography, or structuring app entry points and authe…
axiom-graphics
Use when working with ANY GPU rendering, Metal, OpenGL migration, shaders, 3D content, RealityKit, AR, USD/USDZ files, or display performanc…
axiom-modernize
Use when the user wants to modernize iOS code to iOS 17/18 patterns, migrate from ObservableObject to @Observable, update @StateObject to @S…
axiom-networking
Use when implementing or debugging ANY network connection, API call, or socket.
axiom-watchos
Use when building ANY watchOS app — app structure, independent apps, Watch Connectivity, Smart Stack widgets, complications, controls, Relev…
video-forge
> | | 路径 B：先脚本后素材 | 路径 A：先素材后配音 | | 触发 | "做个 showcase/教程视频" | "这段录屏帮我配个音" | | 人的输入 | 分镜脚本 + 素材 + 粗标 | 原始视频 + 风格关键词 | | spec 来源 | 人写 | 模型生成（P…
aris-arxiv
Search, download, and summarize academic papers from arXiv.
huashu-data-pro
| 拿到数据呈现需求时，先判断格式：; runs on Node.js.
skill-creator-doctor
Create, repair, maintain, and consolidate skills.
skills-wizard
Generate CodMate skill drafts from requirements.
Missed Digest Items
当用户敲 /missed 或自然语言问「digest 没推什么」时,调 missed_events 工具捞回 event-engine 的 delivery_log,把被主动筛掉的事件用人话报给用户。
Skill Management
Design, inspect, create, and update Hone skills using the Claude Code-style runtime contract.
dbt-troubleshoot
Debug dbt errors — compilation failures, runtime database errors, test failures, wrong data, and performance issues.
database-mysql
MySQL/MariaDB database inspection and queries.
skill-creator-2
Guide for creating effective skills.
crawl4ai
This skill should be used when users need to scrape websites, extract structured data, handle JavaScript-heavy pages, crawl multiple URLs, o…
zod-patterns
MX Space project Zod schema patterns.
skillgrade-setup
Sets up and runs skillgrade evaluation pipelines for Agent Skills.
skill-evolve
Meta-skill for evolving other skills.
datasheets
Extract structured specifications from electronic component datasheet PDFs — pinouts, electrical characteristics, peripherals, topology, and…
kicad
>- Use when the user says things like "compare designs", "what changed", "diff my schematic", "show changes from main", or "diff base vs hea…
skill-budget
Grant budget spreadsheet generation with forcing questions.
skill-docx-edit
In-place DOCX editing routing to docx-edit-agent Thin wrapper that routes in-place DOCX editing requests to the docx-edit-agent, which edits…
skill-epi-implement
Implementation skill for R-based epidemiology analysis.
skill-epi-research
Research skill for epidemiology study design and analysis planning.
skill-filetypes-spreadsheet
Spreadsheet to table conversion routing Thin wrapper that routes spreadsheet-to-table operations to the filetypes-spreadsheet-agent.
skill-financial-analysis
Financial analysis with forcing questions and spreadsheet generation Thin wrapper that routes financial analysis research requests to the fi…
skill-formal-research
Coordinate formal reasoning research across logic, math, and physics domains.
skill-founder-spreadsheet
Cost breakdown spreadsheet generation with forcing questions Thin wrapper that routes cost breakdown spreadsheet requests to the founder-spr…
skill-funds
Funding landscape analysis with funder portfolio mapping.
skill-grant
Grant proposal research and drafting with funder analysis.
skill-implementer
Execute general implementation tasks following a plan.
skill-logic-research
Research mathematical logic tasks using domain context and codebase exploration.
skill-math-research
Research mathematical tasks using domain context and codebase exploration.
skill-meeting
Investor meeting note processing and CSV tracking Thin wrapper that routes investor meeting note processing requests to the meeting-agent.
skill-meta
Interactive system builder.
skill-nix-research
Conduct Nix/NixOS/Home Manager research using MCP-NixOS, web docs, and codebase exploration.
skill-orchestrate
Autonomous state machine that drives a task through its full lifecycle (research -> plan -> implement -> complete) without user confirmation…
skill-physics-research
Research physics formalization tasks using domain context and codebase exploration.
skill-planner
Create phased implementation plans from research findings.
skill-presentation
Presentation extraction and slide generation routing Thin wrapper that routes presentation operations to the presentation-agent.
skill-researcher
Conduct general research using web search, documentation, and codebase exploration.
skill-reviser
Thin wrapper that delegates plan revision to reviser-agent subagent.
skill-scrape
PDF annotation extraction routing to scrape-agent Thin wrapper that routes PDF annotation extraction to the scrape-agent, which extracts hig…
skill-sheet
XLSX creation, editing, and analysis routing to sheet-agent Thin wrapper that routes XLSX creation, editing, and analysis requests to the sh…
skill-slide-critic
Interactive critique loop for slide presentations.
skill-slide-planning
Interactive slide planning with narrative arc review and per-slide feedback.
skill-spawn
Research blockers and spawn new tasks to overcome them, updating parent task dependencies Thin wrapper that delegates blocker analysis to sp…
skill-spreadsheet
Spreadsheet to table conversion routing Thin wrapper that routes spreadsheet-to-table operations to the spreadsheet-agent.
skill-team-implement
Orchestrate multi-agent implementation with parallel phase execution.
skill-team-plan
Orchestrate multi-agent planning with parallel plan generation.
skill-timeline
Research timeline planning for medical research projects.
discord
Discord messaging via `message_send` (channel=discord).
Skill Evals
Validate skill outputs against assertions, diff vs prior eval to flag regressions, file issues for new failures, and queue concrete fixes <!…
Skill Repair
Diagnose and fix failing or degraded skills automatically — systemic-first triage, per-category playbooks, verification plan <!-- autoresear…
skill-freshness
Audit every enabled skill's upstream file dependencies for staleness — flags chained skills about to consume yesterday's article or a long-d…
skill-update-check
Check imported skills for upstream changes and security regressions since the version in skills.lock <!-- autoresearch: variation B — sharpe…
Database Access Skills Index
| Tools and workflows for accessing public biological databases, retrieving sequencing data, querying gene/protein information, pulling proc…
skill-author
> Create new agent skills that work across Claude Code (CLI/IDE) and IBM Bob.
winforms
Build, maintain, or modernize Windows Forms applications with practical guidance on designer-driven UI, event handling, data binding, MVP se…
wpf
Build and modernize WPF applications on .NET with correct XAML, data binding, commands, threading, styling, and Windows desktop migration de…
skill-extractor
>- Extracts reusable knowledge from work sessions and saves it as a Claude Code skill.
nutritional-specialist
This skill should be used whenever users ask food-related questions, meal suggestions, nutrition advice, recipe recommendations, or dietary…
travel-planner
This skill should be used whenever users need help planning trips, creating travel itineraries, managing travel budgets, or seeking destinat…
skill-eval
Evaluate skills: trigger testing, A/B benchmarks, structure validation, head-to-head bake-offs.
skill-creator-anthropic
Guide for creating effective skills.
skill-creator-openai
Guide for creating effective skills.
skill-builder
Scaffold a new SKILL.md.
skill-monitor
Analyze skill effectiveness across sessions.
wevu-best-practices
在小程序运行时里用 wevu 写出边界清晰、更新可控、契约明确的页面、组件和 store。
about
About bitwize and this plugin I'm bitwize—a hacker who loves music and experimenting with new technology.
ai-comm
Use when collaborating with other AI assistants (Codex, Gemini, Aider, Cursor, OpenCode), delegating tasks, or requesting code review.
atris-design
Frontend aesthetics policy.
blinding
Implement blinding procedures to reduce bias in experimental studies.
blocked
Mark expedition as blocked with reason and optional unblock agent Mark an expedition as blocked with a clear reason so other agents know why…
catchup
Catch up on codebase changes by reviewing the diff from master and reading relevant spec files.
cci
Search Claude Collective Intelligence knowledge base for solutions to problems.
clean
Remove temporary artifacts Remove Claude Code artifacts.
collab
Start or resume a collab session - session management only Entry point for collab workflow.
deploy
Deploy workflow for Vercel and Supabase Edge Functions npx vercel --yes npx vercel --prod --yes supabase functions deploy [name] --project-r…
docs-list
Google Docs の一覧を取得します。
dry
Detect duplicate code and suggest DRY refactors using jscpd Detect duplicate code across your codebase using jscpd.
enable
無効化されているプラグインを有効化します。
fixup
Create a fixup commit and autosquash rebase You are assisting with fixing up an existing commit using interactive rebase.
gates
9-language quality gate validation: linting, formatting, type checking, and test execution.
get-news
Fetch news for a ticker up to a cutoff date, optionally for a specific month window Parse arguments: Calculate date range: Example with CUTO…
gh-auth
Automatically authenticate GitHub CLI using .gh-token.txt when seeing errors about "gh auth login", "GH_TOKEN environment variable", or "not…
gh-issue
Create a GitHub issue following project guidelines Create a new GitHub issue for the gittower/git-flow-next repository following project gui…
git-diff
Display git changes in GitHub-style unified diff format with colored terminal output.
gpt
Use GPT-5.2 for long-running coding tasks: large refactors, feature implementation etc.
help
Assess system state and suggest what needs attention.
issue-pr
gh pr checks <PR番号> ブランチ feature/4-ethernet-frame で実行:
kakao-up
카카오톡 이전 메시지 보기.
list
利用可能なプラグインの一覧を表示します。
list-mcp
インストール済みの MCP サーバー一覧を表示します。
local-dev
Start local development environment with backend and macOS app Start the backend server and macOS app for local development.
logs
View shella daemon and plugin logs.
mark-read
Slack チャンネルを既読にします（一括既読化）。
merge-pr
PR をマージし、worktree とローカルブランチをクリーンアップする。トリガー: /merge-pr, PRマージ, worktreeクリーンアップ PRマージとworktreeクリーンアップを一括実行。
meta
Guide for writing and improving Claude Code skills.
mob
Use when the user wants to set, change, or clear git commit co-authors for pair or mob programming.
new-post
date: {當前時間，格式: 2022-01-01T00:00:00+08:00} author: davidlei categories: ["{category}"]
np
Nowy projekt z pełną strukturą KFG (logs, docs).
nuke
Kill all shella processes and reset state.
op
Integracja KFG do istniejącego projektu bez logs/.
pd
创建面向 AI 智能体执行而优化的结构化产品需求文档。
plan2json
Convert feature requirements into structured end-to-end test cases as JSON.
ports
Check what's using shella ports (47100-47199).
role
Load specific role(s) for focused work.
s
Discover available skills and subagents.
safety-monitor
Safety Monitor Agent responsible for compliance and safety checks.
schemas
YAML frontmatter schemas for Claude Code agents and commands.
screen
import React from 'react'; import { StyleSheet, View, Text } from 'react-native'; import { StatusBar } from 'expo-status-bar';
shan
Dump a Claude Code session transcript as navigable Markdown.
sol-fees
Use this skill when the user asks "solana fees", "sol fees", "priority fees", "lamports per signature", or mentions checking transaction fee…
sprint
Advance to next sprint or create sprint from description Create a new sprint or advance to the next one.
startup
Run full Contextium session startup sequence with all agents Run the full startup agent pipeline to initialize this session.
status
Show sprint progress Show current sprint progress with minimal token usage.
task
Manage Contextium tasks - create, update, complete, and list tasks Manage tasks in .contextium/tasks.json.
tdd-flow
RED-GREEN-REFACTOR 워크플로우를 강제하는 TDD 개발 스킬 이 스킬은 ForkLore 프로젝트에서 TDD(Test-Driven Development) 워크플로우를 강제합니다.
thread-user-lister
スレッドの参加者一覧を取得します。
token 省流原则
核心原则：在不影响任务完成质量的前提下，减少不必要的token消耗。
ui-check
Use Playwright MCP to check UI styles and usability.
vibesafe
Uses the Vibesafe MCP server to scan, compile, test, save, diff, and report status for Vibesafe units.
voices
List, apply, or delete saved voice profiles.
watch
Launch the Karkinos TUI to monitor worker progress in a new terminal window.
web-load2
Loads and extracts all content from web URLs.
work
Find and start the next highest-priority expedition from the kanban board Find and start work on an expedition.
workers
List all active Claude workers and their git worktrees.
wps-excel
你现在是 WPS 表格智能助手，专门帮助用户解决 Excel 相关问题。你的存在是为了让那些被公式折磨的用户解脱，让他们用人话就能操作 Excel。
wps-office
你现在是 WPS Office 跨应用智能助手，能够统一管理和操控 Excel、Word、PPT 三大应用。当用户的需求涉及多个应用或需要通用功能时，你将协调各个专项助手完成任务。
skill-upstream-pr
Improve an open-source GitHub skill and open a friendly suggestion PR upstream: fork, run skill-auto-improver, attach asm eval before/after…
skills-qualitaetspruefung
Qualitaet installierter Skills prüfen: Normaktualitaet, Description-Qualitaet, Struktur-Compliance.
smart-data-analysis
>- 本 skill 是数据分析员工的唯一前门，负责编排与路由，不直接替代找表与问数子流程。
skill-manager
A Claude Code skill that allows you to search, browse, and install skills from a database of 31,767+ community skills with intelligent folde…
skill-architect
基于官方 skill-creator 的增强版技能架构师向导，内置合规检查规则，支持两种使用模式： 创建新技能时使用，遵循以下流程： 跳过此步骤的条件：技能的使用模式已经非常清晰。
solidworks-automation
所有代理在执行 SolidWorks 自动化前，先运行技能自检： python SKILLDIR/scripts/swpreflight.py import sys;
pdf-to-markdown
Converts PDF files to Markdown using Microsoft's markitdown package.
paper-reading
Use when user asks to read, summarize, or analyze a research paper (PDF or text).
echarts-visualization-guide
Guide to Apache ECharts for interactive research data dashboards Apache ECharts is a powerful, free, and open-source interactive charting an…
Skill Development
This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description"…
skill-master
| Use when the task requires a strict sequence of steps where order matters.
skill-template
| 새 스킬 작성 시 아래 구조를 따릅니다.
skill-normalizer
Convert skills in non-standard formats to the standard Agent Skills `SKILL.md` format.
skilless.ai-research
Fetch internet content or conduct deep multi-source research.
yt-dlp-downloader
Download videos from thousands of websites using yt-dlp.
efinance-data
efinance-data 是一个数据获取工具层 skill，为投研分析类 skill 提供底层数据支撑。它封装了 efinance 库的核心接口，覆盖 A 股、基金、可转债、期货四大品类。
skill-security-auditor
> Scan and audit AI agent skills for security risks before installation.
cad-to-data
Convert CAD/BIM files to structured data.
dwg-to-excel
Convert AutoCAD DWG files (1983-2026) to Excel databases using DwgExporter CLI.
generate-test-cases
从需求文档自动生成专业测试用例，具备深度解析、质量自检、自主学习能力。
scientific-drawing
|; runs on Python.
stm32-freertos-developer
当用户提出请求时，根据以下规则选择性读取文档。不要一次性读取所有文档，只读取与用户请求相关的文件。
tapd
本 skill 提供与 TAPD 平台交互的 Python 脚本工具，统一通过 tapd.py 调用。
thesis-figure-skill
| 你精通 LaTeX/TikZ 绘图和 draw.io XML 生成，擅长将论文中的系统架构、协议流程、技术方案、技术路线图转化为高质量配图。
work-report
生成周报、月报、季度报和年终总结。
literature-reader
Read tool → path: "/path/to/paper.pdf" Read 工具会自动将 PDF 转换为文本。如果 PDF 过大被截断，分段读取： pip3 install pdfplumber # 首次使用需安装
strategy-compare
Compare multiple strategies or directions (long vs short vs both) on the same symbol.
data-analysis
拿到数据后，优先弄清楚背景：数据的业务场景是什么？用户的分析目的是什么？这决定了哪些列重要、什么算"异常"、如何处理缺失值。
@skene/database-skills
Backend skills for Supabase — CRM, billing, support, and more Composable backend schemas for Supabase.
dingtalk-ai-table
mcporter call '<DINGTALKMCPURL>' .list_bases limit=5 python3 scripts/importrecords.py basexxx tbl_xxx data.csv makes outbound network calls;…
easyeda-api
>- Control EasyEDA Pro (嘉立创EDA专业版) programmatically through AI.
recall
Fan-out search across all memory sources when context is unclear or vaguely referenced.
dimcli
Query the Dimensions Analytics API using the dimcli CLI tool.
postgresql
PostgreSQL Table Design workflow skill.
hm-fetch-skill
Fetch HarmonyOS docs through API first, then fallback to generic fetch.
paper-fulltext-harvest
Pipeline for downloading academic paper full-text at scale.
openapi-generator
Generates OpenAPI 3.0/3.1 specifications from Express, Next.js, Fastify, Hono, or NestJS routes.
browser
Control a Chrome session via Stagehand to browse, act, extract, and screenshot on demand inside the Factory CLI.
fullstack-feature
Load PROACTIVELY when task involves building a complete feature across multiple layers.
nano-pdf
PDF processing: extraction, text mining, form filling, manipulation, OCR integration This skill provides tools for PDF processing, including…
ontopo
Search Israeli restaurants, check table availability, view menus, and get booking links on Ontopo.
setup-asdlc
Initialize a repository for ASDLC adoption with AGENTS.md and directory structure Enable teams to quickly adopt ASDLC patterns by automating…
wprdc
Query Pittsburgh's Western PA Regional Data Center (WPRDC) — 363+ datasets covering property assessments, air quality, 311 requests, jail ce…
erne-learn
ERNE — Manual skill generation — runs continuous-learning-v2 scripts to extract patterns from session You are executing the /erne-learn comm…
agent-teams
Configure Claude Code agent teams (TeamCreate, SendMessage, TaskUpdate).
handoff
Prepare a clean handoff for continuing complex work in a fresh Claude Code session.
scientific-eda
Defensive exploratory data analysis for scientific data (CSV, FASTA, etc.).
global-health-data
> This skill provides tools for accessing and analyzing global health data from major open sources: the WHO Global Health Observatory API, I…
ctf-rev
Solve CTF reverse engineering challenges using systematic analysis to find flags, keys, or passwords.
ttal-comment
How agents use ttal comment for review workflows - plan reviews, PR reviews, triage reports, and verdicts.
anysite-market-research
Conduct comprehensive market research using Y Combinator data, SEC filings, social media insights, and web scraping via anysite MCP server.
eda-sim
Offline EDA simulation workflow for ASIC DV projects using Synopsys VCS/Verdi.
metabase-full-app-to-modular-embedding-upgrade
Migrates a project from Metabase Full App / Interactive (iframe-based) embedding to Modular (web-component-based) embedding.
metabase-modular-embedding-version-upgrade
Upgrades a project's Metabase Modular embedding SDK (@metabase/embedding-sdk-react) or Modular embedding (embed.js) version.
ms-access-vcs
Working with Microsoft Access databases exported via VCS (Version Control System for Access).
resume-helper
帮助用户完成简历相关的全套工作：写简历，改简历、导出PDF、准备面试问答。
tooyoung:frontend-slides
Create beautiful, single-file HTML slide presentations.
backend-nestjs
NestJS backend development patterns.
lovable
| This skill enables Claude Code to work effectively with Lovable.dev projects while respecting Lovable's deployment requirements.
ruoyi-vue-plus-code-patterns
| 前端请求 → Bo/DTO（Controller接收） → Entity（Service处理） → Vo（Controller返回） → 前端展示 package com.ruoyi.web.controller.system;
ppt-master
cd "技能目录\assets" if not exist node_modules npm install ├── assets/ ← PPTX 相关（需要 npm install） │ ├── package.json ← 依赖配置 │ ├── node_modules/ ←…
agent-browser
Automates browser interactions for web testing, form filling, screenshots, and data extraction.
agentera
> One install, one entry point, one query interface to all project state.
pocketbase
Comprehensive PocketBase development and deployment skill providing setup guides, schema templates, security patterns, API examples, data ma…
sci-hub-download
通过 DOI 自动尝试三条下载路线，成功率高于单一 Sci-Hub。
web-search
Fast, free web search using DuckDuckGo.
youtube-transcript
Extract transcripts, captions, or subtitles from YouTube videos.
adr
Anton ADR lifecycle — author new architectural decision records, list existing ones by status or affects-category, and mark old decisions su…
planner
Anton planner skill — author, update, and close multi-session initiatives (migrations, rollouts, long-running refactors) in `context/plans/`…
api-contract-builder
Design and document API contracts including routes, request and response schemas, validation rules, error envelopes, auth expectations, nami…
api-regression-guard
Check whether code changes silently broke API contracts, behavior, schemas, or compatibility expectations.
app-store-metadata-builder
Draft app titles, descriptions, changelogs, and keyword sets for app-store releases.
bag-replay-debugger
Check rosbag or recorded data replay issues involving topic names, clocks, remaps, timing, and consumer mismatch.
data-analyst-workflow
Clean and inspect datasets, check assumptions, compute summary statistics, find anomalies, and translate results into plain-English takeaway…
datasheet-diff-reader
Compare two part datasheet revisions and flag electrical, timing, package, or lifecycle changes that matter.
dependency-upgrade-scout
Plan safe dependency upgrades by identifying version jumps, breaking changes, migration steps, and validation needs.
eastmoney-data
Access A-share (中国A股) market data via East Money's public HTTP APIs.
experiment-analysis-assistant
Interpret A/B test outcomes, edge cases, segmentation effects, and decision confidence.
finance-data-retrieval
> 根据用户的自然语言需求，自动检索金融数据。
log-pattern-triager
Cluster large log sets into likely issue groups, repeated signatures, and probable root-cause buckets.
migration-assistant
Plan and carry out technical migrations such as dependency upgrades, framework changes, runtime version bumps, routing changes, schema moves…
pr-review-enforcer
Review diffs like a senior engineer by checking correctness, architectural fit, style, missing tests, security smells, and migration or oper…
query-optimizer
Review SQL queries, execution plans, schema usage, and indexes to propose safer faster alternatives.
10x-analysis
Build (or refresh) a structured hypothesis on whether a specific company can grow 5x and 10x in valuation over the next 5 years, then track…
add-airline
Orchestrate the full add-a-program workflow on the crazy4points project (works for airlines, hotels, alliances, and credit cards — generic b…
agdmigrate-agents-md
Migrate existing agent documentation to the standardized AGENTS.md format.
agent-instruction-forge
Guide humans through creating effective instruction rules for coding agents (Copilot, Claude Code, Cursor, Windsurf, Aider, AGENTS.md, CLAUD…
ai-agent-design
> Use when this capability is needed.
ai-agent-implementation-workflow
Implement agentic behaviors safely with clear tool boundaries, deterministic contracts, and incremental verification across prompts, tools,…
ai-review
Review Gemini API agent code against mandatory rules in backend/AGENTS.md Use when this capability is needed.
aiter-reflection
This skill should be used when optimizing AMD GPU kernels on MI300 using the aiter project, including running op tests, benchmarking, iterat…
aiven-kafka-setup-avn
> Use when this capability is needed.
all-marketing
Full-spectrum marketing and SEO skill library with 160+ specialist skills.
award-winning-designer
The 'Awwwards Singularity' - Transforms websites into breathtaking Use when the user request matches this skill's domain and capabilities.
azure-database-migration
Expert knowledge for Azure Database Migration service development including troubleshooting, decision making, limits & quotas, security, int…
azure-sql
Operate Azure SQL Database, Cosmos DB, and managed database services.
azure-sql-managed-instance
Expert knowledge for Azure SQL Managed Instance development including troubleshooting, best practices, decision making, architecture & desig…
backend-dev-guidelines
Comprehensive backend development guide for Node.js/Express/TypeScript microservices.
bquery-ai-guidance-sync
Refresh bQuery AI guidance and release metadata.
brian-api
Brian API — natural language to executable Web3 transactions.
business-contact-recon
Free OSINT reconnaissance to discover, validate, and build outreach-ready contact lists for businesses by region/industry.
cli-design
Unix-composable CLI design patterns.
code-first-responder
"Guides the agent through a short, repeatable debug loop: capture Use when the user request matches this skill's domain and capabilities.
code-refactor
Refatorar código, refactoring, modernizar código legado, melhorar qualidade, atualizar padrões, converter componente Angular para standalone…
data-fair-session
How to use the @data-fair/lib session management system in services that consume sessions (not login/account management).
Database Migration Validator
Validates SQL database migrations for safety using pg_stat_statements analysis and pt-online-schema-change dry-run mode.
database-download
本技能指导 AI Agent 使用本仓库中的下载脚本获取地球科学数据。
database-migrations-sql-migrations
SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server.
database-review
**Database Design & SQL Review**: Expert guide for schema design, database migrations, query optimization, indexing strategy, and database p…
database-schema-migrations
> Use when this capability is needed.
database-sql
Design database schemas, write efficient SQL queries, create migrations, and optimize database performance.
debug
Debug nano-core agent runtime issues (Docker default, host opt-in).
directus-sql-native-headless-cms-and-internal-app-platform
Directus turns a SQL database into a headless CMS, admin app, and instant API layer without forcing a proprietary data model.
django-verification
Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before rele…
document-updater
Updates the README.md file to reflect the current state of the project.
documentation
</applicability> 文档在docs目录下，根据文档类型进行分类存放，如docs/tasks等。
docx
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extract…
dreamhost-manager
"Complete DreamHost website management via SFTP/SSH for React JS Use when the user request matches this skill's domain and capabilities.
drizzle-orm-typescript-sql-database-toolkit
Drizzle ORM is a lightweight TypeScript ORM that provides type-safe SQL schema declarations, relational and SQL-like query builders, and aut…
external-pr-review
One-shot review of an external GitHub PR.
fastapi-patterns
FastAPI patterns for async APIs, dependency injection, Pydantic request and response models, OpenAPI docs, tests, security, and production r…
flutter-mcp-toolkit-custom-tools
Use this skill when the agent exposes app-specific surfaces by registering custom MCP tools and resources inside the Flutter app (mcp_toolki…
forge-engineering
Run a complete engineering project through Forge's 8-phase autonomous pipeline.
free-image-and-video-generation
Free local AI image and video processing toolkit with cloud AI generation.
frontend_design
You are an expert frontend/UI/UX designer with deep knowledge of modern design principles, accessibility standards, and responsive design pa…
gemini
Gemini CLI for one-shot Q&A, summaries, and generation.
generate-sandbox-policy
Generate sandbox security policies from plain-language requirements and optional REST API documentation.
geniml
Machine learning toolkit for genomic interval (BED) data; use it when you need to tokenize BED collections and train embeddings for regions/…
github-pr-stats
Compute PR statistics (total, merged, closed, avg merge time, top contributor) from GitHub API data using Python or jq.
github-skill
curl -s "https://api.github.com/..." \ 以下规则具有最高优先级，适用于所有后续操作。
golang-slog
Implement structured logging in Go with log/slog, including logger setup, common attributes, context propagation, redaction, and performance…
golang-testcontainers
Write Go integration tests with testcontainers-go Use when this capability is needed.
health
Verify Codex configuration health — AGENTS.md, hooks, config.toml, agents, skills, secrets scan, and MCP reachability.
hermes-web-ui-startup
Start and troubleshoot the Hermes Agent Web UI (Vite + React frontend with Python backend) Use when this capability is needed.
hf-daily-papers
Fetch and organize Hugging Face Daily Papers for a specified date.
hf-dataset-creator
Adapted from Hugging Face's dataset creator skill for FF-Terminal, Use when another skill is a better direct match for the task.
Hugging Face Dataset Creator
This skill enables you to create, manage, and publish datasets on the Hugging Face Hub with a focus on agricultural and farm-related data.
hugging-face-paper-publisher
This skill enables publishing and managing research papers on the Use when the user request matches this skill's domain and capabilities.
ios-development
iOS/Swift development: SwiftUI, UIKit, Core Data, Xcode builds, simulator management, code signing, and App Store submission.
ios-swift-patterns
SwiftUI, UIKit, MVVM, Combine, async/await, Core Data, and App Store submission patterns Use when this capability is needed.
kubernetes-native
> Use when this capability is needed.
landing-page-demo-sections
>- Use when this capability is needed.
langchain-agents-langgraph-code
Use when building a custom-graph LangGraph agent — when `create_agent(...)` + middleware isn't enough and you need explicit StateGraph contr…
langchain-backup
Backup LangChain data and configuration Use when: "backup langchain, Use when this capability is needed.
langchain-export
Export data from LangChain Use when: "export langchain, langchain export, Use when this capability is needed.
langchain-import
Import data into LangChain Use when: "import langchain, langchain import, Use when this capability is needed.
langchain-migrate
Migrate data to/from LangChain Use when: "migrate langchain, langchain Use when this capability is needed.
langchain-sync
Sync data between LangChain and other services Use when: "sync langchain, Use when this capability is needed.
langextract-llm-powered-structured-text-extraction
LangExtract by Google is a Python library for extracting structured information from unstructured text using LLMs with precise source ground…
marketing-seo-audit
When the user wants to audit, review, or diagnose SEO issues on their site.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-design…
mcp-server-builder
> Use when this capability is needed.
mcp-server-go
Authoritative reference for building MCP (Model Context Protocol) servers in Go using the official Anthropic+Google SDK.
migrate-agents-to-codex
>- Use when this capability is needed.
mine-corrections
Mine the chat-arch corpus for correction patterns — moments where the user pushed back on the AI — and propose concrete upgrades to CLAUDE.m…
model-trainer
This skill enables training and fine-tuning of language models Use when the user request matches this skill's domain and capabilities.
modern-python-substrate
Modern Python toolchain substrate.
multi-lsp
This skill should be used when the user asks about "LSP", "language server", "gopls", "pyright", "rust-analyzer", "typescript-language-serve…
n8n-cli-from-mcp
Convert an MCP server or Claude Code skill into an n8n workflow.
nano-pdf
Edit PDFs with natural-language instructions using the nano-pdf CLI.
nestjs-stack
NestJS-specific implementation patterns for DDD, Hexagonal Architecture, and CQRS.
next-best-practices
Next.js best practices - file conventions, RSC boundaries, data patterns, async APIs, metadata, error handling, route handlers, image/font o…
nodejs-express
Node.js + Express backend patterns.
odoo-backend
Use when working on Odoo 19 server-side code or backend tests: Python models, ORM recordsets, fields/decorators, domains, SQL/cache, `__mani…
onefetch-git-repository-information-and-statistics-cli
onefetch is a Rust CLI tool that displays project information and code statistics for Git repositories directly in the terminal.
paper-read
脚本：爬取全量元数据（含摘要） → 输出 JSON（快，无需下载 PDF） 主 Agent（阶段 1）：读全量摘要 → 快速评分初筛 → 选出 Top N 脚本：仅下载 Top N 论文的 PDF 主 Agent：每批并行启动 5 个 Task subagent（agent=5）…
patch
Propose a code patch for a finding.
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms.
pptx
Presentation creation, editing, and analysis.
pytest-api
When the user wants to design, implement, debug, or scale Python API tests using pytest + requests/httpx.
qprisma-doc-sync
Keep QPrisma documentation, Copilot instructions, agents, skills, PR templates, and changelog synchronized with implementation and workflow…
quicktype-json-schema-to-typed-code-generator
Generate strongly-typed models and serializers from JSON, JSON Schema, TypeScript, and GraphQL queries in 20+ programming languages.
rapid-research
Lightweight research playbook optimized for the FF-Terminal agent.
re-frame2-implementor
> Use when this capability is needed.
repo-guidance-sync
Keep repository documentation, AGENTS.md, and contributor/test guidance aligned with code, design, and product changes.
responsive-web-design
Mobile-first responsive design with modern CSS Grid, Flexbox, and accessibility Use when the user request matches this skill's domain and ca…
resume-extractor
| +-- .pdf --> python parse.py --input resume.pdf --output resume.md | +-- .docx/.doc --> python parse.py --input resume.docx --output resum…
rules
Generate auto-extraction rules for AI tools.
run-other-cli-agents
Execute and orchestrate external CLI-based agents to delegate subtasks, obtain specialized outputs, or compose multi-agent workflows.
senior-backend
This skill should be used when the user asks to "design REST APIs", "optimize database queries", "implement authentication", "build microser…
setup
Run initial nano-core setup.
setup-codex-agenticapps-workflow
| Use when this capability is needed.
slack-gif-creator
Knowledge and utilities for creating animated GIFs optimized for Slack.
spinngo-databingo
When the user/agent works with SpinnGo (Spill 4 / game5 / spillorama-slug), databingo classification, the 30%-til-organisasjoner-regel, the…
sql-database-assistant
Use when the user asks to write SQL queries, optimize database performance, generate migrations, explore database schemas, or work with ORMs…
sql-database-patterns
Use this skill when the agent is designing schemas, reviewing migrations, tuning queries, modeling NoSQL access patterns, configuring replic…
sql-fundamentals
| Use when this capability is needed.
sql-load
Load a flat dataset (CSV / Parquet / JSON / Excel) into a SQL database.
sqlmodel
Build SQL database integrations with SQLModel for FastAPI projects.
supabase-mcp-server-for-database-and-project-management
Use when working with an official MCP server that connects Supabase projects to AI assistants like Claude, Cursor, and Windsurf.
template-skill
Replace with description of the skill and when Claude should use it.
terraform-search-import
**WORKFLOW SKILL** — Discover existing Azure resources and bulk import them into Terraform management.
todoist-api
Manage Todoist tasks, projects, sections, labels, and comments via the REST API v2 using curl and jq.
typescript-types
Use to generate and organize production-ready TypeScript types, interfaces, enums, DTOs, and shared utility types using strict feature-based…
veda-ui-system
World-class UI для Veda на Untitled UI React v8.
video-frames
Extract frames or short clips from videos using ffmpeg.
web-artifacts-builder
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS,…
webapp-testing
Toolkit for interacting with and testing local web applications using Playwright.
whisper-video-transcribe-workaround
When Whisper (CLI or Python) gets stuck on video files during transcription — output dir stays empty, process runs at low CPU/memory with no…