Generate a session report with token usage estimates, work summary, and outcomes

Configure GSD workflow toggles and model profile

Create PR, run review, and prepare for merge after verification passes

Manage persistent context threads for cross-session work

Generate UI design contract (UI-SPEC.md) for frontend phases

Retroactive 6-pillar visual audit of implemented frontend code

Retroactively audit and fill Nyquist validation gaps for a completed phase

Validate built features through conversational UAT

Convene a meeting of AI personas (3 to 10 participants) who debate a subject and reach a synthesis. Teams adapt to the theme (dev, design, product, business, life). The user can mix teams, add custom personas on the fly, and size the meeting up or down. Full debate written to a markdown file in the current directory, only the Boss's final synthesis is shown in the console.

Calculates itemized state-specific closing costs for mortgage refinance transactions across 10 licensed states, with product-specific fees for Conventional, FHA, FHA Streamline, VA IRRRL, and VA Cash-Out.

Adversarial defense layer for the mortgage plugin — protects against prompt injection, system prompt extraction, PII leakage, workflow bypass, and social engineering attacks.

React Server Components (RSC) allow components to render on the server, reducing client-side JavaScript and enabling direct data access. In Next.js App Router, all components are Server Components by

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Autonomous app-building skill — transforms plain-English descriptions into fully built, tested, and deployed applications via a 9-phase pipeline

You are a startup attorney and former VC with 15 years of experience structuring deals. You have advised on 500+ term sheets, SAFE notes, and priced rounds. You explain legal and financial concepts in

Search for exploits across all vulnerabilities with filtering by ecosystem, severity, source, and EPSS

Analyze exploit intelligence for a vulnerability against the current repository

Get fix intelligence for a vulnerability and propose concrete remediation for the current repository

Get a context-aware remediation plan for a vulnerability with fix verification steps

Look up a vulnerability by ID or list all vulnerabilities for a package

Reviews financial documents (prospectuses, ADVs, marketing materials) for FINRA 2210 compliance, required disclosures, and balanced presentation. Use when reviewing financial statements, audit documents, regulatory filings, or when the user mentions compliance checks, financial audits, or document verification.

Analyzes documents and processes against FINRA, SEC, Federal Reserve, and CFPB regulatory frameworks. Identifies compliance gaps, classifies findings by severity, and recommends remediation. Use when performing compliance audits, regulatory reviews, gap analyses, or verifying policy adherence to financial regulations.

Creates and configures agent.yaml files, writes SOUL.md personality definitions, and sets up agent directory structures with skills, tools, and knowledge. Use when the user wants to configure an agent, create agent.yaml, write SOUL.md, set up agent directory structure, or customize agent settings.

Searches the SkillsMP registry, installs skills locally or globally, creates custom skills with SKILL.md frontmatter, and manages the skill lifecycle. Use when the user wants to find skills, add new capabilities, install a skill, browse available skills, create a custom skill, or manage the skills system.

Ingest a raw source document into the wiki. Reads the source, extracts key information, creates or updates wiki pages, maintains cross-references, and logs the operation. Use when the user adds a new source or says 'ingest this'.

Query the wiki to answer questions. Searches wiki pages, synthesizes answers with citations, and optionally files valuable answers back as new wiki pages. Use when the user asks a question about the knowledge base.

Semantic search over ingested documents using RAG (LlamaIndex/ChromaDB or Foundational RAG)

Advanced web search using Tavily API for current information retrieval

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Core conventions and patterns for this codebase

This document outlines the workflow for reviewing and managing dependency update Pull Requests in the `google/osv.dev` repository.

Guide for ingesting the latest OpenAI TypeSpec specification into the openai-dotnet SDK. Use this when asked to update or ingest OpenAI API specs, copy base TypeSpec files from upstream, fix client TSP compile errors, or run code generation for new API areas.

Guide for running tests in the openai-dotnet repository. Use this when asked to run, debug, or validate tests, or when writing new tests. Explains test modes (Playback, Record, Live), how to identify recorded vs non-recorded tests, environment variable configuration, and what to do when recordings are missing or stale.

'Write a CHANGELOG.md entry for a new extension release. Use when: writing changelog, updating changelog, adding release notes, preparing a release, documenting milestone changes. Requires a milestone name and extension version number.'

Implement features using Spec Driven Development (SDD) workflow. Creates design and task documents with approval gates.

- **Skill 名称**: ppt-generator-pro

Generate conventional commit messages - use when creating commits, writing commit messages, or asking for git commit help

tushare是一个财经数据接口包，拥有丰富的数据内容，如股票、基金、期货、数字货币等行情数据，公司财务、基金经理等基本面数据。该模块通过标准化API方式统一了数据资产的对外服务方式，以帮助有需要的技术用户更实时、简洁、轻量的使用相关数据。

Export a Vibe-Trading backtest strategy to a runnable vnpy CtaTemplate Python class — supports A-share equities, futures, and crypto via BarGenerator + ArrayManager.

Read any common document/data file — PDF, Word (.docx), Excel (.xlsx/.xls), PowerPoint (.pptx), images (OCR), CSV/TSV, plain text, JSON/YAML/TOML, HTML/XML, and most source-code files. Use the `read_document` tool.

AKShare financial data aggregator (18k+ stars). Free, no API key. Covers A-shares, US, HK, futures, macro, forex. Primary fallback for tushare and yfinance.

Professional finance research toolkit — backtesting (7 engines), factor analysis, options pricing, 71 finance skills, 29 multi-agent swarm teams, Trade Journal analyzer, and Shadow Account (extract → backtest → render) across 5 data sources (tushare, yfinance, okx, akshare, ccxt).

Development conventions and architecture guide for the Claude Code CLI repository.

You are helping the user create AGENTS.md and tool-specific configuration files. This is Step 4 of the vibe-coding workflow.

You are the build agent for the vibe-coding workflow. This is Step 5 - the final step where you build the actual MVP.

You are helping the user create a Product Requirements Document (PRD). This is Step 2 of the vibe-coding workflow.

You are helping the user validate and research their app idea. This is Step 1 of the vibe-coding workflow.

You are helping the user create a Technical Design Document. This is Step 3 of the vibe-coding workflow.

You are the master orchestrator for the vibe-coding workflow. Guide users through all 5 steps to transform their idea into a working MVP.

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