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Dflow

Organization
sendaifun
dflow

Complete DFlow trading protocol SDK - the single source of truth for integrating DFlow on Solana. Covers spot trading, prediction markets, Swap API, Metadata API, WebSocket streaming, and all DFlow tools.

Overview

Publishersendaifun
Repositoryskills
Skill namedflow
Stars
128
Forks
81
Bundled files
15
LicenseApache-2.0
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 15 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by sendaifun on GitHub. Read the source before you install it.

Installation

Install the Dflow AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/sendaifun/skills.git /tmp/skills
mkdir -p .claude/skills
cp -r /tmp/skills/skills/dflow .claude/skills/dflow
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Dflow in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Dflow on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Dflow is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

DFlow - Complete Integration Guide

The definitive guide for integrating DFlow - a trading protocol that enables traders to exchange value across spot and prediction markets natively on Solana.

What is DFlow?

DFlow is a comprehensive trading infrastructure that provides:

  • Trading Applications & Wallets - Token swaps with intelligent routing and 99.9% token coverage
  • Exchanges & Aggregators - Access to billions in monthly routed volume across DEXes and Prop AMMs
  • Financial Institutions & Market Makers - Programmable execution layers with CLPs and async trades
  • Prediction Market Platforms - Discovery, pricing, routing, and settlement infrastructure

Key Capabilities

FeatureDescription
Token Coverage99.9% with millisecond detection
InfrastructureGlobally distributed, high-throughput optimization
ExecutionAdvanced algorithms with JIT routing for best-price execution
MarketsSupport for both spot and prediction market trading
MEV ProtectionEnhanced sandwich protection with Jito bundles

API Overview

DFlow provides two main API categories:

1. Swap API (Trading)

Base URL: https://quote-api.dflow.net

For executing trades:

  • Imperative Swaps - Full control over route selection at signature time
  • Declarative Swaps - Intent-based swaps with deferred route optimization
  • Trade API - Unified interface for spot and prediction market trading
  • Order API - Quote and transaction generation

2. Prediction Market Metadata API

Base URL: https://api.prod.dflow.net

For querying prediction market data:

  • Events API - Query prediction events and forecasts
  • Markets API - Get market details, orderbooks, outcome mints
  • Trades API - Historical trade data
  • Live Data API - Real-time milestones and updates
  • WebSocket - Streaming price and orderbook updates

Authentication

Most endpoints require an API key via the x-api-key header. Contact hello@dflow.net to obtain credentials.

Quick Start

Imperative Swap (3 Steps)

typescript
import { Connection, Keypair, VersionedTransaction } from "@solana/web3.js";

const API_BASE = "https://quote-api.dflow.net";
const API_KEY = process.env.DFLOW_API_KEY; // Optional but recommended

// Token addresses
const SOL = "So11111111111111111111111111111111111111112";
const USDC = "EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v";

async function imperativeSwap(keypair: Keypair, connection: Connection) {
  // Step 1: Get Quote
  const quoteParams = new URLSearchParams({
    inputMint: SOL,
    outputMint: USDC,
    amount: "1000000000", // 1 SOL
    slippageBps: "50",    // 0.5%
  });

  const quote = await fetch(`${API_BASE}/quote?${quoteParams}`, {
    headers: API_KEY ? { "x-api-key": API_KEY } : {},
  }).then(r => r.json());

  // Step 2: Get Swap Transaction
  const swapResponse = await fetch(`${API_BASE}/swap`, {
    method: "POST",
    headers: {
      "content-type": "application/json",
      ...(API_KEY && { "x-api-key": API_KEY }),
    },
    body: JSON.stringify({
      userPublicKey: keypair.publicKey.toBase58(),
      quoteResponse: quote,
      dynamicComputeUnitLimit: true,
      prioritizationFeeLamports: 150000,
    }),
  }).then(r => r.json());

  // Step 3: Sign and Send
  const tx = VersionedTransaction.deserialize(
    Buffer.from(swapResponse.swapTransaction, "base64")
  );
  tx.sign([keypair]);

  const signature = await connection.sendTransaction(tx);
  await connection.confirmTransaction(signature);

  return signature;
}

Trade API (Unified - Recommended)

The Trade API provides a single endpoint that handles both sync and async execution:

typescript
async function tradeTokens(keypair: Keypair, connection: Connection) {
  // Step 1: Get Order (quote + transaction in one call)
  const orderParams = new URLSearchParams({
    inputMint: SOL,
    outputMint: USDC,
    amount: "1000000000",
    slippageBps: "50",
    userPublicKey: keypair.publicKey.toBase58(),
  });

  const order = await fetch(`${API_BASE}/order?${orderParams}`, {
    headers: API_KEY ? { "x-api-key": API_KEY } : {},
  }).then(r => r.json());

  // Step 2: Sign and Send
  const tx = VersionedTransaction.deserialize(
    Buffer.from(order.transaction, "base64")
  );
  tx.sign([keypair]);
  const signature = await connection.sendTransaction(tx);

  // Step 3: Monitor (based on execution mode)
  if (order.executionMode === "async") {
    // Poll order status for async trades
    let status = "pending";
    while (status !== "closed" && status !== "failed") {
      await new Promise(r => setTimeout(r, 2000));
      const statusRes = await fetch(
        `${API_BASE}/order-status?signature=${signature}`,
        { headers: API_KEY ? { "x-api-key": API_KEY } : {} }
      ).then(r => r.json());
      status = statusRes.status;
    }
  } else {
    // Sync trades complete atomically
    await connection.confirmTransaction(signature);
  }

  return signature;
}

API Reference

Order API Endpoints

GET /order

Returns a quote and optionally a transaction for spot or prediction market trades.

ParameterRequiredDescription
inputMintYesBase58 input token mint
outputMintYesBase58 output token mint
amountYesAmount as scaled integer (1 SOL = 1000000000)
userPublicKeyNoInclude to receive signable transaction
slippageBpsNoMax slippage in basis points or "auto"
platformFeeBpsNoPlatform fee in basis points
prioritizationFeeLamportsNo"auto", "medium", "high", "veryHigh", or lamport amount

Response:

json
{
  "outAmount": "150000000",
  "minOutAmount": "149250000",
  "priceImpactPct": "0.05",
  "executionMode": "sync",
  "transaction": "base64...",
  "computeUnitLimit": 200000,
  "lastValidBlockHeight": 123456789,
  "routePlan": [...]
}
GET /order-status

Check status of async orders.

ParameterRequiredDescription
signatureYesBase58 transaction signature
lastValidBlockHeightNoBlock height for expiry check

Status Values:

  • pending - Order submitted, awaiting processing
  • open - Order opened, awaiting fill
  • pendingClose - Filled, closing transaction pending
  • closed - Order completed successfully
  • expired - Transaction expired before landing
  • failed - Order execution failed

Imperative Swap Endpoints

GET /quote

Get a quote for an imperative swap.

ParameterRequiredDescription
inputMintYesBase58 input mint
outputMintYesBase58 output mint
amountYesInput amount (scaled integer)
slippageBpsNoSlippage tolerance or "auto"
dexesNoComma-separated DEXes to include
excludeDexesNoComma-separated DEXes to exclude
onlyDirectRoutesNoSingle-leg routes only
maxRouteLengthNoMax number of route legs
forJitoBundleNoJito bundle compatible routes
platformFeeBpsNoPlatform fee in basis points
POST /swap

Generate swap transaction from quote.

Request Body:

json
{
  "userPublicKey": "Base58...",
  "quoteResponse": { /* from /quote */ },
  "dynamicComputeUnitLimit": true,
  "prioritizationFeeLamports": 150000,
  "wrapAndUnwrapSol": true
}

Response:

json
{
  "swapTransaction": "base64...",
  "computeUnitLimit": 200000,
  "lastValidBlockHeight": 123456789,
  "prioritizationFeeLamports": 150000
}
POST /swap-instructions

Returns individual instructions instead of a full transaction (for custom transaction building).

Declarative Swap Endpoints

Declarative swaps use intent-based execution with deferred route optimization.

GET /intent

Get an intent quote for a declarative swap.

ParameterRequiredDescription
inputMintYesBase58 input mint
outputMintYesBase58 output mint
amountYesInput amount (scaled integer)
slippageBpsNoSlippage tolerance
userPublicKeyYesUser's wallet address
POST /submit-intent

Submit a signed intent transaction for execution.

Request Body:

json
{
  "signedTransaction": "base64...",
  "intentResponse": { /* from /intent */ }
}

Token API Endpoints

GET /tokens

Returns list of supported token mints.

GET /tokens-with-decimals

Returns tokens with decimal information for proper amount scaling.

Venue API Endpoints

GET /venues

Returns list of supported DEX venues (Raydium, Orca, Phoenix, Lifinity, etc.).

Swap Modes Comparison

FeatureImperativeDeclarative
Route ControlFull control at sign timeOptimized at execution
LatencyHigher (two API calls)Lower (deferred calc)
SlippageFixed at quote timeMinimized at execution
Sandwich ProtectionStandardEnhanced
Use CasePrecise route requirementsBest execution priority

When to Use Imperative

  • Need to review exact route before signing
  • Building order books or specific DEX routing
  • Complex multi-step transactions
  • Need deterministic execution paths

When to Use Declarative

  • Prioritize best execution
  • Lower slippage requirements
  • Simple token swaps
  • MEV protection is important

Execution Modes

Synchronous (Atomic)

  • Single transaction execution
  • All-or-nothing settlement
  • Standard confirmation flow
  • Use connection.confirmTransaction()

Asynchronous (Multi-Transaction)

  • Uses Jito bundles
  • Open → Fill → Close transaction flow
  • Poll /order-status for completion
  • Better for complex routes or prediction markets
typescript
// Async order monitoring
async function monitorAsyncOrder(signature: string) {
  const statuses = ["pending", "open", "pendingClose"];
  let currentStatus = "pending";

  while (statuses.includes(currentStatus)) {
    await new Promise(r => setTimeout(r, 2000));

    const res = await fetch(
      `${API_BASE}/order-status?signature=${signature}`,
      { headers: { "x-api-key": API_KEY } }
    ).then(r => r.json());

    currentStatus = res.status;

    if (currentStatus === "closed") {
      return { success: true, fills: res.fills };
    }
    if (currentStatus === "failed" || currentStatus === "expired") {
      return { success: false, status: currentStatus };
    }
  }
}

Prediction Markets

DFlow provides infrastructure for trading prediction market outcome tokens.

Market Structure

Series (Collection)
  └── Event (Occurrence)
        └── Market (Outcome Trade)

Market Lifecycle

  1. Initialized - Market created
  2. Active - Trading enabled
  3. Inactive - Trading paused
  4. Closed - No more trading
  5. Determined - Outcome known
  6. Finalized - Payouts available

Trading Prediction Markets

typescript
// Use the Trade API with prediction market token mints
const order = await fetch(`${API_BASE}/order?${new URLSearchParams({
  inputMint: USDC,
  outputMint: OUTCOME_TOKEN_MINT, // Prediction market token
  amount: "10000000", // 10 USDC
  slippageBps: "100",
  userPublicKey: keypair.publicKey.toBase58(),
  predictionMarketSlippageBps: "200", // Separate slippage for PM
})}`, { headers: { "x-api-key": API_KEY } }).then(r => r.json());

Common Token Mints

TokenMint Address
SOL (Wrapped)So11111111111111111111111111111111111111112
USDCEPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v
USDTEs9vMFrzaCERmJfrF4H2FYD4KCoNkY11McCe8BenwNYB
BONKDezXAZ8z7PnrnRJjz3wXBoRgixCa6xjnB7YaB1pPB263
JUPJUPyiwrYJFskUPiHa7hkeR8VUtAeFoSYbKedZNsDvCN
WIFEKpQGSJtjMFqKZ9KQanSqYXRcF8fBopzLHYxdM65zcjm

Priority Fees

Configure transaction priority:

typescript
// Option 1: Auto (recommended)
prioritizationFeeLamports: "auto"

// Option 2: Priority level
prioritizationFeeLamports: {
  priorityLevel: "high" // "medium", "high", "veryHigh"
}

// Option 3: Exact amount
prioritizationFeeLamports: 150000

// Option 4: Max with auto-adjust
prioritizationFeeLamports: {
  autoMultiplier: 2,
  maxLamports: 500000
}

Error Handling

typescript
async function safeSwap(params: SwapParams) {
  try {
    const quote = await getQuote(params);

    if (!quote.routePlan?.length) {
      throw new Error("No route found");
    }

    const swap = await getSwapTransaction(quote, params.userPublicKey);
    const tx = deserializeTransaction(swap.swapTransaction);
    tx.sign([params.keypair]);

    const signature = await connection.sendTransaction(tx, {
      skipPreflight: false,
      maxRetries: 3,
    });

    return { success: true, signature };
  } catch (error) {
    if (error.message.includes("insufficient")) {
      return { success: false, error: "Insufficient balance" };
    }
    if (error.message.includes("slippage")) {
      return { success: false, error: "Slippage exceeded" };
    }
    return { success: false, error: error.message };
  }
}

Platform Fees

Collect platform fees on swaps:

typescript
const quote = await fetch(`${API_BASE}/quote?${new URLSearchParams({
  inputMint: SOL,
  outputMint: USDC,
  amount: "1000000000",
  platformFeeBps: "50", // 0.5% fee
  platformFeeMode: "outputMint", // Collect in output token
})}`, { headers: { "x-api-key": API_KEY } }).then(r => r.json());

// In swap request, specify fee account
const swap = await fetch(`${API_BASE}/swap`, {
  method: "POST",
  headers: { "content-type": "application/json", "x-api-key": API_KEY },
  body: JSON.stringify({
    userPublicKey: user.toBase58(),
    quoteResponse: quote,
    feeAccount: platformFeeAccount.toBase58(), // Your fee recipient
  }),
}).then(r => r.json());

Jito Integration

For MEV protection and bundle submission:

typescript
// Request Jito-compatible routes
const quote = await fetch(`${API_BASE}/quote?${new URLSearchParams({
  inputMint: SOL,
  outputMint: USDC,
  amount: "1000000000",
  forJitoBundle: "true",
})}`, { headers: { "x-api-key": API_KEY } }).then(r => r.json());

// Include Jito sandwich mitigation
const swap = await fetch(`${API_BASE}/swap`, {
  method: "POST",
  body: JSON.stringify({
    userPublicKey: user.toBase58(),
    quoteResponse: quote,
    includeJitoSandwichMitigationAccount: true,
  }),
}).then(r => r.json());

DFlow Swap Orchestrator

The DFlow Swap Orchestrator contract manages declarative swap execution:

Program ID: DF1ow3DqMj3HvTj8i8J9yM2hE9hCrLLXpdbaKZu4ZPnz

Prediction Market Metadata API

The Prediction Market Metadata API provides comprehensive access to prediction market information.

Base URL: https://api.prod.dflow.net

Market Structure

Series (Collection)
  └── Event (Occurrence)
        └── Market (Outcome Trade)
              ├── Yes Token (outcome mint)
              └── No Token (outcome mint)

Events API

GET /api/v1/event/{ticker}

Returns a single event by its ticker with optional nested markets.

typescript
const METADATA_API = "https://api.prod.dflow.net";

// Get event details
const event = await fetch(`${METADATA_API}/api/v1/event/TRUMP-2024`, {
  headers: { "x-api-key": API_KEY }
}).then(r => r.json());

// Response includes: ticker, title, status, markets, close_time, etc.
GET /api/v1/events

Returns a paginated list of all events.

typescript
const events = await fetch(`${METADATA_API}/api/v1/events?limit=50&offset=0`, {
  headers: { "x-api-key": API_KEY }
}).then(r => r.json());
GET /api/v1/event/{ticker}/forecast

Returns historical forecast percentile data.

GET /api/v1/event/{ticker}/candlesticks

Returns candlestick data from Kalshi.

Markets API

GET /api/v1/market/{ticker}

Returns a single market by ticker.

typescript
const market = await fetch(`${METADATA_API}/api/v1/market/TRUMP-2024-WIN`, {
  headers: { "x-api-key": API_KEY }
}).then(r => r.json());

// Response: ticker, yes_mint, no_mint, status, last_price, volume, etc.
GET /api/v1/market/by-mint/{mint_address}

Lookup market by any mint (ledger or outcome mints).

typescript
const market = await fetch(
  `${METADATA_API}/api/v1/market/by-mint/${outcomeMint}`,
  { headers: { "x-api-key": API_KEY } }
).then(r => r.json());
POST /api/v1/markets/batch

Batch retrieve multiple markets (max 100).

typescript
const markets = await fetch(`${METADATA_API}/api/v1/markets/batch`, {
  method: "POST",
  headers: { "content-type": "application/json", "x-api-key": API_KEY },
  body: JSON.stringify({
    tickers: ["MARKET-1", "MARKET-2"],
    mints: ["mint1...", "mint2..."]
  })
}).then(r => r.json());
GET /api/v1/outcome_mints

Returns all yes_mint and no_mint pubkeys from all supported markets.

typescript
// Get all outcome mints, optionally filter by close time
const mints = await fetch(
  `${METADATA_API}/api/v1/outcome_mints?min_close_timestamp=${Date.now()}`,
  { headers: { "x-api-key": API_KEY } }
).then(r => r.json());
POST /api/v1/filter_outcome_mints

Check if addresses are outcome mints (max 200).

typescript
const filtered = await fetch(`${METADATA_API}/api/v1/filter_outcome_mints`, {
  method: "POST",
  headers: { "content-type": "application/json", "x-api-key": API_KEY },
  body: JSON.stringify({ addresses: ["mint1...", "mint2..."] })
}).then(r => r.json());

Orderbook API

GET /api/v1/orderbook/{ticker}

Get orderbook by market ticker.

typescript
const orderbook = await fetch(
  `${METADATA_API}/api/v1/orderbook/TRUMP-2024-WIN`,
  { headers: { "x-api-key": API_KEY } }
).then(r => r.json());

// Response: bids: [{price, quantity}], asks: [{price, quantity}]
GET /api/v1/orderbook/by-mint/{mint_address}

Get orderbook using mint address lookup.

Trades API

GET /api/v1/trades

Returns paginated trade history with filtering.

typescript
const trades = await fetch(
  `${METADATA_API}/api/v1/trades?ticker=TRUMP-2024-WIN&limit=100`,
  { headers: { "x-api-key": API_KEY } }
).then(r => r.json());
GET /api/v1/trades/by-mint/{mint_address}

Get trades using mint address lookup.

Live Data API

GET /api/v1/milestones/{ticker}

Real-time milestone data from Kalshi.

typescript
const milestones = await fetch(
  `${METADATA_API}/api/v1/milestones/TRUMP-2024`,
  { headers: { "x-api-key": API_KEY } }
).then(r => r.json());

Series & Categories

GET /api/v1/series

Returns series templates for recurring events.

GET /api/v1/categories

Returns category tags for filtering.

WebSocket Streaming

Connect for real-time updates:

typescript
const ws = new WebSocket("wss://api.prod.dflow.net/ws");

ws.onopen = () => {
  // Subscribe to market updates
  ws.send(JSON.stringify({
    action: "subscribe",
    channel: "market",
    ticker: "TRUMP-2024-WIN"
  }));
};

ws.onmessage = (event) => {
  const data = JSON.parse(event.data);
  // Handle: price_update, orderbook_update, trade, etc.
  console.log("Update:", data);
};

Market Lifecycle

StatusDescription
initializedMarket created
activeTrading enabled
inactiveTrading paused
closedNo more trading
determinedOutcome known
finalizedPayouts available

GitHub Tools & SDKs

DFlow provides several open-source tools on GitHub:

solana-agent-kit

Repository: DFlowProtocol/solana-agent-kit

Toolkit enabling AI agents to connect to Solana protocols:

typescript
// Use with AI agents for automated trading
import { SolanaAgentKit } from "@dflow/solana-agent-kit";

const agent = new SolanaAgentKit({
  rpcUrl: process.env.RPC_URL,
  privateKey: process.env.PRIVATE_KEY,
});

// Agent can execute DFlow swaps, query markets, etc.

clearpools

Repository: DFlowProtocol/clearpools

Orca Whirlpools with support for flow segmentation:

typescript
// Extends Orca protocol with DFlow routing
import { ClearPools } from "@dflow/clearpools";

const pools = new ClearPools(connection);
await pools.initializePool(/* params */);

dflow-amm-interface

Repository: DFlowProtocol/dflow-amm-interface

Rust trait definitions for DFlow's AMM implementation. Use when building custom AMMs that integrate with DFlow routing.


Skill Structure

dflow/
├── SKILL.md                           # This file - complete integration guide
├── resources/
│   ├── api-reference.md               # Swap API reference
│   ├── prediction-market-api.md       # Prediction Market Metadata API reference
│   ├── github-sdks.md                 # GitHub tools & SDKs documentation
│   ├── token-mints.md                 # Common token addresses
│   └── error-codes.md                 # Error handling guide
├── examples/
│   ├── imperative-swaps/              # Imperative swap examples
│   ├── declarative-swaps/             # Declarative swap examples
│   ├── trade-api/                     # Unified Trade API examples
│   └── prediction-markets/            # Prediction market examples
│       ├── query-markets.ts           # Query events, markets, orderbook
│       ├── trade-outcomes.ts          # Trade outcome tokens
│       └── websocket-client.ts        # Real-time data streaming
├── templates/
│   ├── swap-client.ts                 # Swap client starter
│   └── prediction-market-client.ts    # Prediction market client starter
└── docs/
    ├── advanced-patterns.md           # Complex integrations
    └── troubleshooting.md             # Common issues

Guidelines

  1. Use Trade API for most cases - Unified endpoint handles both sync/async
  2. Always handle async orders - Check executionMode and poll status
  3. Set appropriate slippage - "auto" for convenience, custom for control
  4. Include priority fees - Essential for reliable execution
  5. Handle errors gracefully - Network issues, slippage, insufficient balance
  6. Monitor rate limits - Use API key for production
  7. Test on devnet first - DFlow supports Solana devnet

Resources

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Dflow AI skill do?

Complete DFlow trading protocol SDK - the single source of truth for integrating DFlow on Solana. Covers spot trading, prediction markets, Swap API, Metadata API, WebSocket streaming, and all DFlow tools.

Why use Dflow on TypingMind?

Because you install it once and use it with any model. Dflow is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Dflow in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/sendaifun/skills/tree/main/skills/dflow. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Dflow?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Dflow?

As many as you like. As long as a model supports skills, you can use Dflow with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Dflow AI skill free?

Yes. It is published on GitHub by sendaifun under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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