[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-sui-walrus-memory":3,"mdc--4p4e7o-key":34,"related-org-sui-walrus-memory":1807,"related-repo-sui-walrus-memory":1977},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":12,"stars":25,"repoUrl":26,"updatedAt":27,"license":28,"forks":25,"topics":29,"repo":30,"sourceUrl":32,"mdContent":33},"walrus-memory","integrate persistent memory with Walrus","Walrus Memory (MemWal) — persistent, portable, encrypted memory for AI agents. Use when the user needs to give an AI agent persistent memory across sessions and apps, integrate the @mysten-incubation\u002Fmemwal TypeScript SDK or Python memwal SDK, set up the Walrus Memory MCP server for Cursor\u002FClaude\u002FCodex, configure remember\u002Frecall\u002Fanalyze\u002Frestore operations, manage memory spaces and namespaces, set up delegate keys and accounts, self-host the relayer, or use withMemWal AI middleware (Vercel AI SDK, LangChain, OpenAI SDK). Also use when the user asks about MemWal, Walrus Memory, agent memory, memory spaces, or the memwal-mcp package.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},"sui","Sui (Mysten Labs)","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fsui.png","MystenLabs",[13,16,19,22],{"name":14,"slug":8,"type":15},"Sui","tag",{"name":17,"slug":18,"type":15},"Encryption","encryption",{"name":20,"slug":21,"type":15},"Memory","memory",{"name":23,"slug":24,"type":15},"Agents","agents",1,"https:\u002F\u002Fgithub.com\u002FMystenLabs\u002Fwalrus-skills","2026-07-29T05:39:21.825246",null,[],{"repoUrl":26,"stars":25,"forks":25,"topics":31,"description":28},[],"https:\u002F\u002Fgithub.com\u002FMystenLabs\u002Fwalrus-skills\u002Ftree\u002FHEAD\u002Fwalrus-memory","---\nname: walrus-memory\ndescription: >\n  Walrus Memory (MemWal) — persistent, portable, encrypted memory for AI agents.\n  Use when the user needs to give an AI agent persistent memory across sessions\n  and apps, integrate the @mysten-incubation\u002Fmemwal TypeScript SDK or Python\n  memwal SDK, set up the Walrus Memory MCP server for Cursor\u002FClaude\u002FCodex,\n  configure remember\u002Frecall\u002Fanalyze\u002Frestore operations, manage memory spaces\n  and namespaces, set up delegate keys and accounts, self-host the relayer,\n  or use withMemWal AI middleware (Vercel AI SDK, LangChain, OpenAI SDK).\n  Also use when the user asks about MemWal, Walrus Memory, agent memory,\n  memory spaces, or the memwal-mcp package.\n---\n\n# Walrus Memory\n\n> **Source constraint:** All information in this skill is sourced from the\n> [Walrus Memory documentation](https:\u002F\u002Fdocs.wal.app\u002Fwalrus-memory) and the\n> [MystenLabs\u002FMemWal repository](https:\u002F\u002Fgithub.com\u002FMystenLabs\u002FMemWal).\n> When extending this skill, only pull from these sources.\n\nWalrus Memory gives AI agents persistent, portable memory built on Walrus (decentralized storage) and Sui (onchain access control). The relayer (or the client, in the manual flow) encrypts each memory with Seal, stores it as a blob on Walrus, and indexes it with vector embeddings for semantic search. The owner controls who can read and write, with delegate keys enabling shared agent access.\n\nCommon integration mistakes:\n\n1. **Forgetting to generate an account ID and delegate key.** You need both before the SDK works. Generate them at [memory.walrus.xyz](https:\u002F\u002Fmemory.walrus.xyz).\n2. **Not awaiting async remember jobs.** `remember()` returns immediately with a job ID. The upload runs in the background. Use `waitForRememberJob()` or `rememberAndWait()` to confirm storage.\n3. **Omitting the namespace.** Without it, everything goes to `\"default\"`. Set a namespace per product surface to isolate memories.\n4. **Using the wrong relayer URL.** Production (mainnet) is `https:\u002F\u002Frelayer.memory.walrus.xyz`. Staging (testnet) is `https:\u002F\u002Frelayer-staging.memory.walrus.xyz`.\n\n---\n\n## Reference files\n\n### ts-sdk — TypeScript SDK Reference\n**Path:** `ts-sdk.md`\n**Load when:** writing TypeScript code with `@mysten-incubation\u002Fmemwal`, using `MemWal`, `MemWalManual`, or `withMemWal`, calling `remember`\u002F`recall`\u002F`analyze`\u002F`restore`, or debugging SDK errors.\n**Covers:** Installation, three entry points (MemWal, MemWalManual, withMemWal), configuration, full API (remember, rememberAndWait, rememberBulk, recall with RecallParams, analyze, restore, health), lower-level methods, account management, AI middleware integration with Vercel AI SDK.\n\n### python-sdk — Python SDK Reference\n**Path:** `python-sdk.md`\n**Load when:** writing Python code with the `memwal` PyPI package, using `MemWal`, `MemWalSync`, or `with_memwal_langchain`\u002F`with_memwal_openai` middleware.\n**Covers:** Installation, async vs sync clients, `env` presets (prod\u002Fstaging), `RecallParams`, `ask` method, LangChain and OpenAI middleware, Colab notebook.\n\n### mcp — MCP Server Reference\n**Path:** `mcp.md`\n**Load when:** setting up Walrus Memory in Cursor, Claude Desktop, Claude Code, Codex, or another MCP client. Also when configuring the memwal-mcp package, debugging login\u002Fauth issues, or using Streamable HTTP transport.\n**Covers:** Installation via npx, login flow, client configs (Cursor, Claude Desktop, Claude Code, Codex), eight MCP tools, auth-required mode, default namespace, environment switching, Streamable HTTP setup.\n\n---\n\n## Related skills\n\n| Topic | Skill | Load when |\n|-------|-------|-----------|\n| Walrus blob storage | `walrus-overview` | Understanding Walrus itself |\n| Seal encryption | `walrus-data-security` | How Seal encryption works under the hood |\n| Sui Move contracts | `sui-move` | Understanding the MemWal Move module |\n| Troubleshooting | `walrus-troubleshooting` | General Walrus error messages |\n\n---\n\n## Routing guide\n\n| Task | Load |\n|------|------|\n| Integrate memory in a TypeScript app | `ts-sdk.md` |\n| Integrate memory in a Python app | `python-sdk.md` |\n| Set up MCP for Cursor \u002F Claude \u002F Codex | `mcp.md` |\n| Understand what Walrus Memory is | Skill Content below |\n| Choose an integration path | Skill Content below |\n| Manage accounts and delegate keys | `ts-sdk.md` (account management section) |\n| Self-host the relayer | Skill Content below + relayer docs |\n| Use AI middleware (Vercel AI SDK) | `ts-sdk.md` (withMemWal section) |\n| Use AI middleware (LangChain \u002F OpenAI) | `python-sdk.md` |\n\n---\n\n## Skill Content\n\n### Key concepts\n\n- **Memory space.** The isolated unit of storage, uniquely defined by `owner address + namespace + app ID (package ID)`. Memories in one space never mix with another. Use namespaces to separate concerns (for example, `personal`, `work`, `research`).\n\n- **Four core operations.**\n  - **Remember** — store a memory with semantic embedding. Async: returns a job ID immediately.\n  - **Recall** — search for memories by natural language query. Returns matches ranked by cosine distance.\n  - **Analyze** — extract structured facts from text using an LLM. Each fact is stored as a separate memory.\n  - **Ask** — recall + LLM reasoning. Query your memories and get an AI-generated answer. Available through the Python SDK, the relayer HTTP API (`POST \u002Fapi\u002Fask`), and not yet wrapped by the TypeScript SDK.\n\n- **Owner and delegates.** The owner is the Sui wallet that created the account. Delegates are Ed25519 keypairs granted access by the owner. Delegates can store, recall, and decrypt, but cannot manage keys or transfer ownership. Access is enforced by a Move smart contract on Sui.\n\n- **Encryption.** The relayer encrypts all memory content with Seal before it reaches Walrus; in the manual client flow the client encrypts instead, so the relayer never sees plaintext. Only the owner and authorized delegates can decrypt.\n\n- **Forget and delete.** `POST \u002Fapi\u002Fforget` deletes the vector index rows for a namespace; the encrypted Walrus blobs persist, so `restore` can re-index them later. For permanent blob deletion, deployments with the Security Delete API enabled offer a wallet-authenticated flow that prepares sponsored Sui deletion transactions; see [Delete memories programmatically](https:\u002F\u002Fdocs.wal.app\u002Fwalrus-memory\u002Fguides\u002Fdelete-memories-programmatically) and the dashboard guide [Delete old memories](https:\u002F\u002Fdocs.wal.app\u002Fwalrus-memory\u002Fguides\u002Fdelete-old-memories).\n\n- **Relayer.** A backend service (Rust + TypeScript sidecar) that handles embedding, encryption, Walrus upload, and vector search behind a REST API. The managed relayer is provided by Walrus Foundation. You can also self-host.\n\n- **Restore.** If the vector database is lost, the restore flow rebuilds it from Walrus by rediscovering blobs on-chain, decrypting, re-embedding, and re-indexing. Walrus is the permanent source of truth.\n\n### Architecture\n\n```\nYour App → SDK → Relayer → { Seal encrypt, Walrus upload, pgvector index }\n                         ← { pgvector search, Walrus download, Seal decrypt }\n```\n\nSix components:\n1. **SDK** (TypeScript or Python) — signs requests, calls relayer\n2. **Relayer** (Rust + TS sidecar) — embedding, encryption, storage, search\n3. **Smart contract** (`memwal::account` on Sui) — ownership, delegate keys, Seal access\n4. **Indexer** — syncs contract events to PostgreSQL for fast lookups\n5. **Walrus** — decentralized storage for encrypted blobs\n6. **PostgreSQL + pgvector** — vector embeddings for semantic search\n\n### Choose your integration path\n\n| Path | When to use |\n|------|-------------|\n| **MemWal (default SDK)** | Most teams. Relayer handles everything. |\n| **MemWalManual** | You need client-side encryption. Relayer never sees plaintext. |\n| **withMemWal (AI middleware)** | You use Vercel AI SDK and want auto-recall + auto-save. |\n| **Python SDK** | Python apps. Same relayer, same auth, mirrors TypeScript API. |\n| **MCP server** | Give Cursor\u002FClaude\u002FCodex memory via MCP tools. No custom code. |\n| **Self-hosted relayer** | Full control of the trust boundary. Your infra, your credentials. |\n\n### Account setup\n\n1. Go to [memory.walrus.xyz](https:\u002F\u002Fmemory.walrus.xyz) (mainnet) or [staging.memory.walrus.xyz](https:\u002F\u002Fstaging.memory.walrus.xyz) (testnet)\n2. Connect your Sui wallet\n3. Create a Walrus Memory account (one per Sui address)\n4. Generate a delegate key (Ed25519 keypair)\n5. Use the `key` (private key hex) and `accountId` (Sui object ID) in the SDK\n\n### Relayer endpoints\n\n| Network | Relayer URL | Dashboard |\n|---------|-------------|-----------|\n| **Production** (Mainnet) | `https:\u002F\u002Frelayer.memory.walrus.xyz` | `https:\u002F\u002Fmemory.walrus.xyz` |\n| **Staging** (Testnet) | `https:\u002F\u002Frelayer-staging.memory.walrus.xyz` | `https:\u002F\u002Fstaging.memory.walrus.xyz` |\n\n### Contract IDs\n\n| Network | Package ID | Registry ID |\n|---------|-----------|-------------|\n| **Mainnet** | `0xcee7a6fd8de52ce645c38332bde23d4a30fd9426bc4681409733dd50958a24c6` | `0x0da982cefa26864ae834a8a0504b904233d49e20fcc17c373c8bed99c75a7edd` |\n| **Testnet** | `0xcf6ad755a1cdff7217865c796778fabe5aa399cb0cf2eba986f4b582047229c6` | `0xe80f2feec1c139616a86c9f71210152e2a7ca552b20841f2e192f99f75864437` |\n\n### Rate limits (managed relayer)\n\n| Scope | Limit |\n|-------|-------|\n| Per account (burst) | 60 points\u002Fminute |\n| Per account (sustained) | 500 points\u002Fhour |\n| Per delegate key | 30 points\u002Fminute |\n| Storage quota | 1 GB per account |\n\nPoint costs: `remember\u002Fbulk` = 10, `analyze` = 5, `remember` = 5, `restore` \u002F `remember\u002Fmanual` = 3, `ask` = 2, everything else (`recall`, `recall\u002Fmanual`, and so on) = 1.\n\n### Rules\n\n1. **Generate account ID and delegate key first.** The SDK will not work without them. Use the dashboard at `memory.walrus.xyz`.\n2. **Set a namespace explicitly.** Without one, all memories go to `\"default\"`. Separate by product surface, environment, or domain.\n3. **`remember()` is async.** It returns a job ID immediately. Use `rememberAndWait()` or poll with `waitForRememberJob()` to confirm storage.\n4. **Use the correct relayer URL for your network.** Mainnet: `relayer.memory.walrus.xyz`. Testnet: `relayer-staging.memory.walrus.xyz`.\n5. **Delegate keys are not wallets.** They are Ed25519 keypairs authorized by the owner. They can store and recall but cannot manage the account.\n6. **All content is encrypted.** The relayer encrypts with Seal by default. Use `MemWalManual` if you need the relayer to never see plaintext.\n7. **Walrus is the source of truth.** If the database is lost, `restore()` rebuilds it from Walrus. The database is an operational cache.\n8. **Max 20 delegate keys per account.**\n\n### Common mistakes\n\n- **Calling `recall` immediately after `remember` without waiting.** The remember job is async. Wait for it to complete before recalling, or the memory will not appear in results.\n- **Using `remember` for many small facts from a paragraph.** Use `analyze` instead. It extracts individual facts and stores each one separately for more precise recall.\n- **Hardcoding the relayer URL without matching the network.** Mainnet accounts do not work on the staging relayer and vice versa.\n- **Not closing the Python client.** Call `await memwal.close()` when done to clean up the HTTP client.\n- **Running MCP login in a non-interactive shell.** The `login` command opens a browser. Run it in a real terminal with TTY, not inside an IDE's embedded terminal.\n- **Expecting `restore()` to process all blobs at once.** It has a configurable `limit` (default: 10). Call it multiple times to restore a large memory space.\n",{"data":35,"body":36},{"name":4,"description":6},{"type":37,"children":38},"root",[39,47,83,88,93,195,199,206,213,304,310,395,401,427,430,436,557,560,566,726,729,735,741,925,931,943,948,1019,1025,1142,1148,1208,1214,1299,1305,1389,1395,1469,1531,1537,1679,1685],{"type":40,"tag":41,"props":42,"children":43},"element","h1",{"id":4},[44],{"type":45,"value":46},"text","Walrus Memory",{"type":40,"tag":48,"props":49,"children":50},"blockquote",{},[51],{"type":40,"tag":52,"props":53,"children":54},"p",{},[55,61,63,72,74,81],{"type":40,"tag":56,"props":57,"children":58},"strong",{},[59],{"type":45,"value":60},"Source constraint:",{"type":45,"value":62}," All information in this skill is sourced from the\n",{"type":40,"tag":64,"props":65,"children":69},"a",{"href":66,"rel":67},"https:\u002F\u002Fdocs.wal.app\u002Fwalrus-memory",[68],"nofollow",[70],{"type":45,"value":71},"Walrus Memory documentation",{"type":45,"value":73}," and the\n",{"type":40,"tag":64,"props":75,"children":78},{"href":76,"rel":77},"https:\u002F\u002Fgithub.com\u002FMystenLabs\u002FMemWal",[68],[79],{"type":45,"value":80},"MystenLabs\u002FMemWal repository",{"type":45,"value":82},".\nWhen extending this skill, only pull from these sources.",{"type":40,"tag":52,"props":84,"children":85},{},[86],{"type":45,"value":87},"Walrus Memory gives AI agents persistent, portable memory built on Walrus (decentralized storage) and Sui (onchain access control). 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(sustained)",{"type":40,"tag":472,"props":1439,"children":1440},{},[1441],{"type":45,"value":1442},"500 points\u002Fhour",{"type":40,"tag":445,"props":1444,"children":1445},{},[1446,1451],{"type":40,"tag":472,"props":1447,"children":1448},{},[1449],{"type":45,"value":1450},"Per delegate key",{"type":40,"tag":472,"props":1452,"children":1453},{},[1454],{"type":45,"value":1455},"30 points\u002Fminute",{"type":40,"tag":445,"props":1457,"children":1458},{},[1459,1464],{"type":40,"tag":472,"props":1460,"children":1461},{},[1462],{"type":45,"value":1463},"Storage quota",{"type":40,"tag":472,"props":1465,"children":1466},{},[1467],{"type":45,"value":1468},"1 GB per account",{"type":40,"tag":52,"props":1470,"children":1471},{},[1472,1474,1480,1482,1487,1489,1494,1495,1500,1502,1508,1510,1515,1517,1522,1523,1529],{"type":45,"value":1473},"Point costs: ",{"type":40,"tag":128,"props":1475,"children":1477},{"className":1476},[],[1478],{"type":45,"value":1479},"remember\u002Fbulk",{"type":45,"value":1481}," = 10, ",{"type":40,"tag":128,"props":1483,"children":1485},{"className":1484},[],[1486],{"type":45,"value":287},{"type":45,"value":1488}," = 5, ",{"type":40,"tag":128,"props":1490,"children":1492},{"className":1491},[],[1493],{"type":45,"value":272},{"type":45,"value":1488},{"type":40,"tag":128,"props":1496,"children":1498},{"className":1497},[],[1499],{"type":45,"value":294},{"type":45,"value":1501}," \u002F ",{"type":40,"tag":128,"props":1503,"children":1505},{"className":1504},[],[1506],{"type":45,"value":1507},"remember\u002Fmanual",{"type":45,"value":1509}," = 3, ",{"type":40,"tag":128,"props":1511,"children":1513},{"className":1512},[],[1514],{"type":45,"value":392},{"type":45,"value":1516}," = 2, everything else (",{"type":40,"tag":128,"props":1518,"children":1520},{"className":1519},[],[1521],{"type":45,"value":280},{"type":45,"value":250},{"type":40,"tag":128,"props":1524,"children":1526},{"className":1525},[],[1527],{"type":45,"value":1528},"recall\u002Fmanual",{"type":45,"value":1530},", and so on) = 1.",{"type":40,"tag":207,"props":1532,"children":1534},{"id":1533},"rules",[1535],{"type":45,"value":1536},"Rules",{"type":40,"tag":94,"props":1538,"children":1539},{},[1540,1556,1573,1601,1626,1636,1653,1671],{"type":40,"tag":98,"props":1541,"children":1542},{},[1543,1548,1550,1555],{"type":40,"tag":56,"props":1544,"children":1545},{},[1546],{"type":45,"value":1547},"Generate account ID and delegate key first.",{"type":45,"value":1549}," The SDK will not work without them. Use the dashboard at ",{"type":40,"tag":128,"props":1551,"children":1553},{"className":1552},[],[1554],{"type":45,"value":114},{"type":45,"value":116},{"type":40,"tag":98,"props":1557,"children":1558},{},[1559,1564,1566,1571],{"type":40,"tag":56,"props":1560,"children":1561},{},[1562],{"type":45,"value":1563},"Set a namespace explicitly.",{"type":45,"value":1565}," Without one, all memories go to ",{"type":40,"tag":128,"props":1567,"children":1569},{"className":1568},[],[1570],{"type":45,"value":167},{"type":45,"value":1572},". Separate by product surface, environment, or domain.",{"type":40,"tag":98,"props":1574,"children":1575},{},[1576,1586,1588,1593,1595,1600],{"type":40,"tag":56,"props":1577,"children":1578},{},[1579,1584],{"type":40,"tag":128,"props":1580,"children":1582},{"className":1581},[],[1583],{"type":45,"value":133},{"type":45,"value":1585}," is async.",{"type":45,"value":1587}," It returns a job ID immediately. Use ",{"type":40,"tag":128,"props":1589,"children":1591},{"className":1590},[],[1592],{"type":45,"value":149},{"type":45,"value":1594}," or poll with ",{"type":40,"tag":128,"props":1596,"children":1598},{"className":1597},[],[1599],{"type":45,"value":141},{"type":45,"value":151},{"type":40,"tag":98,"props":1602,"children":1603},{},[1604,1609,1611,1617,1619,1625],{"type":40,"tag":56,"props":1605,"children":1606},{},[1607],{"type":45,"value":1608},"Use the correct relayer URL for your network.",{"type":45,"value":1610}," Mainnet: ",{"type":40,"tag":128,"props":1612,"children":1614},{"className":1613},[],[1615],{"type":45,"value":1616},"relayer.memory.walrus.xyz",{"type":45,"value":1618},". Testnet: ",{"type":40,"tag":128,"props":1620,"children":1622},{"className":1621},[],[1623],{"type":45,"value":1624},"relayer-staging.memory.walrus.xyz",{"type":45,"value":116},{"type":40,"tag":98,"props":1627,"children":1628},{},[1629,1634],{"type":40,"tag":56,"props":1630,"children":1631},{},[1632],{"type":45,"value":1633},"Delegate keys are not wallets.",{"type":45,"value":1635}," They are Ed25519 keypairs authorized by the owner. They can store and recall but cannot manage the account.",{"type":40,"tag":98,"props":1637,"children":1638},{},[1639,1644,1646,1651],{"type":40,"tag":56,"props":1640,"children":1641},{},[1642],{"type":45,"value":1643},"All content is encrypted.",{"type":45,"value":1645}," The relayer encrypts with Seal by default. Use ",{"type":40,"tag":128,"props":1647,"children":1649},{"className":1648},[],[1650],{"type":45,"value":256},{"type":45,"value":1652}," if you need the relayer to never see plaintext.",{"type":40,"tag":98,"props":1654,"children":1655},{},[1656,1661,1663,1669],{"type":40,"tag":56,"props":1657,"children":1658},{},[1659],{"type":45,"value":1660},"Walrus is the source of truth.",{"type":45,"value":1662}," If the database is lost, ",{"type":40,"tag":128,"props":1664,"children":1666},{"className":1665},[],[1667],{"type":45,"value":1668},"restore()",{"type":45,"value":1670}," rebuilds it from Walrus. The database is an operational cache.",{"type":40,"tag":98,"props":1672,"children":1673},{},[1674],{"type":40,"tag":56,"props":1675,"children":1676},{},[1677],{"type":45,"value":1678},"Max 20 delegate keys per account.",{"type":40,"tag":207,"props":1680,"children":1682},{"id":1681},"common-mistakes",[1683],{"type":45,"value":1684},"Common mistakes",{"type":40,"tag":742,"props":1686,"children":1687},{},[1688,1712,1736,1746,1764,1782],{"type":40,"tag":98,"props":1689,"children":1690},{},[1691,1710],{"type":40,"tag":56,"props":1692,"children":1693},{},[1694,1696,1701,1703,1708],{"type":45,"value":1695},"Calling ",{"type":40,"tag":128,"props":1697,"children":1699},{"className":1698},[],[1700],{"type":45,"value":280},{"type":45,"value":1702}," immediately after ",{"type":40,"tag":128,"props":1704,"children":1706},{"className":1705},[],[1707],{"type":45,"value":272},{"type":45,"value":1709}," without waiting.",{"type":45,"value":1711}," The remember job is async. Wait for it to complete before recalling, or the memory will not appear in results.",{"type":40,"tag":98,"props":1713,"children":1714},{},[1715,1727,1729,1734],{"type":40,"tag":56,"props":1716,"children":1717},{},[1718,1720,1725],{"type":45,"value":1719},"Using ",{"type":40,"tag":128,"props":1721,"children":1723},{"className":1722},[],[1724],{"type":45,"value":272},{"type":45,"value":1726}," for many small facts from a paragraph.",{"type":45,"value":1728}," Use ",{"type":40,"tag":128,"props":1730,"children":1732},{"className":1731},[],[1733],{"type":45,"value":287},{"type":45,"value":1735}," instead. It extracts individual facts and stores each one separately for more precise recall.",{"type":40,"tag":98,"props":1737,"children":1738},{},[1739,1744],{"type":40,"tag":56,"props":1740,"children":1741},{},[1742],{"type":45,"value":1743},"Hardcoding the relayer URL without matching the network.",{"type":45,"value":1745}," Mainnet accounts do not work on the staging relayer and vice versa.",{"type":40,"tag":98,"props":1747,"children":1748},{},[1749,1754,1756,1762],{"type":40,"tag":56,"props":1750,"children":1751},{},[1752],{"type":45,"value":1753},"Not closing the Python client.",{"type":45,"value":1755}," Call ",{"type":40,"tag":128,"props":1757,"children":1759},{"className":1758},[],[1760],{"type":45,"value":1761},"await memwal.close()",{"type":45,"value":1763}," when done to clean up the HTTP client.",{"type":40,"tag":98,"props":1765,"children":1766},{},[1767,1772,1774,1780],{"type":40,"tag":56,"props":1768,"children":1769},{},[1770],{"type":45,"value":1771},"Running MCP login in a non-interactive shell.",{"type":45,"value":1773}," The ",{"type":40,"tag":128,"props":1775,"children":1777},{"className":1776},[],[1778],{"type":45,"value":1779},"login",{"type":45,"value":1781}," command opens a browser. Run it in a real terminal with TTY, not inside an IDE's embedded terminal.",{"type":40,"tag":98,"props":1783,"children":1784},{},[1785,1797,1799,1805],{"type":40,"tag":56,"props":1786,"children":1787},{},[1788,1790,1795],{"type":45,"value":1789},"Expecting ",{"type":40,"tag":128,"props":1791,"children":1793},{"className":1792},[],[1794],{"type":45,"value":1668},{"type":45,"value":1796}," to process all blobs at once.",{"type":45,"value":1798}," It has a configurable ",{"type":40,"tag":128,"props":1800,"children":1802},{"className":1801},[],[1803],{"type":45,"value":1804},"limit",{"type":45,"value":1806}," (default: 10). Call it multiple times to restore a large memory space.",{"items":1808,"total":1976},[1809,1825,1836,1846,1863,1874,1890,1903,1924,1936,1947,1963],{"slug":1810,"name":1810,"fn":1811,"description":1812,"org":1813,"tags":1814,"stars":1822,"repoUrl":1823,"updatedAt":1824},"move-bytecode-comprehension","analyze and disassemble Move bytecode","Use when reading or reasoning about compiled Move bytecode or `sui move disassemble` output. Mental model for the binary format, what survives compilation (and what's lost), and how to read disassembly soundly. Trigger on \"what does this package do?\", \"read this .mv module\", \"interpret this disassembly\", or whenever an analysis needs to interpret bytecode faithfully.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1815,1818,1821],{"name":1816,"slug":1817,"type":15},"Code Analysis","code-analysis",{"name":1819,"slug":1820,"type":15},"Engineering","engineering",{"name":14,"slug":8,"type":15},7724,"https:\u002F\u002Fgithub.com\u002FMystenLabs\u002Fsui","2026-07-16T05:59:32.904886",{"slug":1826,"name":1826,"fn":1827,"description":1828,"org":1829,"tags":1830,"stars":1822,"repoUrl":1823,"updatedAt":1835},"official-sui-skills","access official Sui development resources","Pointer to the official Mysten Labs skills for building on Sui — language fundamentals, object model, PTBs, SDKs, publishing, upgrades, frontend integration, accessing on-chain data. Maintained upstream at github.com\u002FMystenLabs\u002Fskills; pinned to the same ref the audit catalog derives from (see maintenance\u002FUPSTREAMS.md). Trigger on \"build a contract\", \"publish a package\", \"upgrade a module or package\", \"use the TypeScript SDK\", \"write a PTB\", \"set up a Sui client\".\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1831,1834],{"name":1832,"slug":1833,"type":15},"Documentation","documentation",{"name":14,"slug":8,"type":15},"2026-07-16T06:00:59.641382",{"slug":1837,"name":1837,"fn":1838,"description":1839,"org":1840,"tags":1841,"stars":1822,"repoUrl":1823,"updatedAt":1845},"sui-and-move-tools","disassemble Sui Move bytecode","Use to get bytecode for a deployed Sui package and produce a disassembled working view. One GraphQL call fetches every module's raw bytecode bytes; `sui move disassemble` (already on the system, running `sui prompt`) produces `.asm` files for analysis. Trigger on \"fetch this package's bytecode\", \"get me the .mv for package X\", \"disassemble this package\", or \"I need to read a deployed Sui package\".\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1842,1843,1844],{"name":1816,"slug":1817,"type":15},{"name":1819,"slug":1820,"type":15},{"name":14,"slug":8,"type":15},"2026-07-16T06:02:25.3633",{"slug":1847,"name":1847,"fn":1848,"description":1849,"org":1850,"tags":1851,"stars":1822,"repoUrl":1823,"updatedAt":1862},"sui-move-security-review","audit Sui Move smart contracts","Use when auditing, reviewing, or hunting for vulnerabilities in Move code on Sui. Applies equally to source code (.move files) and to disassembly of compiled bytecode (on-chain packages). A checklist of invariants whose VIOLATION causes exploitable bugs: access control & capabilities, struct abilities & type safety, object lifecycle & ownership, shared-object and PTB attack surface, dynamic fields & collections, arithmetic & coins, init\u002FOTW\u002Fpackage upgrades, hot-potato composability, time & on-chain randomness, and test-only code leakage. Trigger on \"audit this Move code\", \"find vulnerabilities in this Sui contract\", \"security review\", \"is this package safe?\", \"I suspect there's a bug in X\", \"something is wrong with this contract\", or when reasoning about whether a Move function can be abused.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1852,1855,1858,1861],{"name":1853,"slug":1854,"type":15},"Code Review","code-review",{"name":1856,"slug":1857,"type":15},"Security","security",{"name":1859,"slug":1860,"type":15},"Smart Contracts","smart-contracts",{"name":14,"slug":8,"type":15},"2026-07-16T06:02:55.691149",{"slug":335,"name":335,"fn":1864,"description":1865,"org":1866,"tags":1867,"stars":1872,"repoUrl":76,"updatedAt":1873},"integrate Walrus Memory SDK","Walrus Memory SDK — portable agent memory that works across apps, sessions, and workflows.\n\nUse when users say:\n- \"add memory to my app\"\n- \"portable agent memory\"\n- \"integrate Walrus Memory\"\n- \"AI agent memory\"\n- \"memory across agents\"\n- \"Walrus memory storage\"\n- \"setup Walrus Memory\"\n- \"recall memories\"\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1868,1869,1870],{"name":23,"slug":24,"type":15},{"name":20,"slug":21,"type":15},{"name":958,"slug":1871,"type":15},"sdk",57,"2026-07-16T06:02:39.838395",{"slug":1875,"name":1875,"fn":1876,"description":1877,"org":1878,"tags":1879,"stars":1887,"repoUrl":1888,"updatedAt":1889},"accessing-data","read data from the Sui network","How to read data from the Sui network. Use when choosing or implementing a data access strategy — queries for on-chain state, indexing pipelines, historical lookups, event subscriptions, cross-chain reads, or off-chain blob storage. Covers the two live Sui APIs (gRPC and GraphQL RPC), the Archival Store, the General-Purpose Indexer, the `sui-indexer-alt` custom indexing framework, and Walrus for off-chain blobs.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1880,1883,1884],{"name":1881,"slug":1882,"type":15},"Data Analysis","data-analysis",{"name":14,"slug":8,"type":15},{"name":1885,"slug":1886,"type":15},"Web3","web3",9,"https:\u002F\u002Fgithub.com\u002FMystenLabs\u002Fskills","2026-08-01T05:44:32.775598",{"slug":1891,"name":1891,"fn":1892,"description":1893,"org":1894,"tags":1895,"stars":1887,"repoUrl":1888,"updatedAt":1902},"composable-move-functions","design composable Sui Move functions","Use when writing Move functions on Sui, especially public APIs. Applies to function visibility (public vs entry), parameter ordering, and return patterns. Use whenever designing function signatures or deciding whether functions should transfer objects or return them.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1896,1899,1900,1901],{"name":1897,"slug":1898,"type":15},"API Development","api-development",{"name":1859,"slug":1860,"type":15},{"name":14,"slug":8,"type":15},{"name":1885,"slug":1886,"type":15},"2026-07-16T06:02:49.198495",{"slug":1904,"name":1904,"fn":1905,"description":1906,"org":1907,"tags":1908,"stars":1887,"repoUrl":1888,"updatedAt":1923},"frontend-apps","build Sui dApps with dapp-kit","Sui frontend \u002F dApp development with @mysten\u002Fdapp-kit-react (React) and @mysten\u002Fdapp-kit-core (Vue, vanilla JS, Svelte, Web Components, other frameworks). Use when building browser apps that connect Sui wallets, query on-chain state, or submit transactions. Covers wallet connection, network switching, transaction execution, query patterns with TanStack React Query, and the specific pitfalls of browser + wallet + async-indexer environments. Pair with the `sui-sdks` skill for @mysten\u002Fsui Transaction construction patterns and the `ptbs` skill for PTB semantics.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1909,1912,1915,1916,1919,1922],{"name":1910,"slug":1911,"type":15},"Frontend","frontend",{"name":1913,"slug":1914,"type":15},"React","react",{"name":14,"slug":8,"type":15},{"name":1917,"slug":1918,"type":15},"Svelte","svelte",{"name":1920,"slug":1921,"type":15},"Vue","vue",{"name":1885,"slug":1886,"type":15},"2026-08-01T05:44:28.958473",{"slug":1925,"name":1925,"fn":1926,"description":1927,"org":1928,"tags":1929,"stars":1887,"repoUrl":1888,"updatedAt":1935},"generate-sui-agent-config","generate configuration files for Sui projects","Generate a CLAUDE.md or AGENT.md configuration file for Sui projects. Use when setting up a new Sui project, when user mentions \"CLAUDE.md\", \"AGENT.md\", \"agent config\", or when working on a Sui project that does not already have a CLAUDE.md or AGENT.md in the project root.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1930,1933,1934],{"name":1931,"slug":1932,"type":15},"Configuration","configuration",{"name":1832,"slug":1833,"type":15},{"name":14,"slug":8,"type":15},"2026-07-16T06:00:59.981056",{"slug":1937,"name":1937,"fn":1938,"description":1939,"org":1940,"tags":1941,"stars":1887,"repoUrl":1888,"updatedAt":1946},"modern-move-syntax","write Move 2024 edition code for Sui","Use when writing Move code on Sui to ensure 2024 edition syntax is used. Applies to method calls, string literals, vector operations, option handling, loops, and struct unpacking. Use whenever writing Move code to avoid legacy function-call syntax patterns.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1942,1943,1944,1945],{"name":1819,"slug":1820,"type":15},{"name":1859,"slug":1860,"type":15},{"name":14,"slug":8,"type":15},{"name":1885,"slug":1886,"type":15},"2026-07-16T06:02:43.277596",{"slug":1948,"name":1948,"fn":1949,"description":1950,"org":1951,"tags":1952,"stars":1887,"repoUrl":1888,"updatedAt":1962},"move-unit-testing","write unit tests for Sui Move contracts","Use when writing unit tests for Move smart contracts on Sui. Applies to test function naming, assertions, test attributes, context usage, and cleanup patterns. Use whenever user asks to write tests, add tests, or test a Move module.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1953,1956,1957,1958,1961],{"name":1954,"slug":1955,"type":15},"QA","qa",{"name":1859,"slug":1860,"type":15},{"name":14,"slug":8,"type":15},{"name":1959,"slug":1960,"type":15},"Testing","testing",{"name":1885,"slug":1886,"type":15},"2026-08-01T05:44:30.788585",{"slug":1964,"name":1964,"fn":1965,"description":1966,"org":1967,"tags":1968,"stars":1887,"repoUrl":1888,"updatedAt":1975},"naming-conventions","apply Sui Move naming conventions","Use when writing or reviewing Move smart contracts on Sui. Applies to naming structs, error constants, regular constants, events, getter functions, capability types, hot potato types, and dynamic field keys. Use whenever creating new types, functions, or constants in Move code.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1969,1972,1973,1974],{"name":1970,"slug":1971,"type":15},"Best Practices","best-practices",{"name":1859,"slug":1860,"type":15},{"name":14,"slug":8,"type":15},{"name":1885,"slug":1886,"type":15},"2026-07-16T06:02:48.830052",37,{"items":1978,"total":2055},[1979,1991,2003,2016,2029,2036,2046],{"slug":1980,"name":1980,"fn":1981,"description":1982,"org":1983,"tags":1984,"stars":25,"repoUrl":26,"updatedAt":1990},"walrus-blob-lifecycle","manage Walrus blob lifecycles","Managing Walrus blob lifecycles: epochs, lifetimes, extending blobs, deleting blobs, burning blob objects, sharing blobs, setting blob attributes, and handling large uploads. Use when the user needs to extend a blob's lifetime, delete or burn blobs, create shared blobs, set\u002Fget\u002Fremove blob attributes, plan large data uploads (>1 GiB), estimate storage costs, manage concurrent upload memory, or understand epoch-based expiration. For basic store\u002Fread, see `walrus-cli`. For quilts, see `walrus-quilts`.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1985,1988,1989],{"name":1986,"slug":1987,"type":15},"Storage","storage",{"name":14,"slug":8,"type":15},{"name":1885,"slug":1886,"type":15},"2026-07-16T06:01:49.056917",{"slug":1992,"name":1992,"fn":1993,"description":1994,"org":1995,"tags":1996,"stars":25,"repoUrl":26,"updatedAt":2002},"walrus-cli","manage Walrus blobs via CLI","Walrus CLI client for storing, reading, and managing blobs from the command line. Use when the user needs to run walrus store, walrus read, walrus blob-status, walrus extend, walrus delete, walrus share, or any other walrus CLI command. Also use for CLI installation, configuration (client_config.yaml), JSON mode for scripting, gas budgets, wallet configuration, and logging. For blob lifecycle management details, see `walrus-blob-lifecycle`. For quilts, see `walrus-quilts`.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1997,2000,2001],{"name":1998,"slug":1999,"type":15},"CLI","cli",{"name":1986,"slug":1987,"type":15},{"name":14,"slug":8,"type":15},"2026-07-16T06:02:52.586222",{"slug":507,"name":507,"fn":2004,"description":2005,"org":2006,"tags":2007,"stars":25,"repoUrl":26,"updatedAt":2015},"encrypt and store data on Walrus","Encrypting data before storing on Walrus using Seal (threshold encryption with onchain access control). Use when the user needs to store private or sensitive data on Walrus, implement access control for blob content, encrypt blobs before uploading, use @mysten\u002Fseal for threshold encryption, or understand Walrus data security guarantees (availability, integrity, confidentiality). Also use when the user asks about Nautilus (TEE-based off-chain computation) in the context of Walrus data. All blobs on Walrus are public by default.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2008,2011,2012,2013,2014],{"name":2009,"slug":2010,"type":15},"Access Control","access-control",{"name":17,"slug":18,"type":15},{"name":1856,"slug":1857,"type":15},{"name":1986,"slug":1987,"type":15},{"name":14,"slug":8,"type":15},"2026-07-16T06:01:48.700594",{"slug":2017,"name":2017,"fn":2018,"description":2019,"org":2020,"tags":2021,"stars":25,"repoUrl":26,"updatedAt":2028},"walrus-http-api","store and read Walrus blobs via HTTP","Walrus publisher and aggregator REST API for storing and reading blobs over HTTP. Use when the user needs to store or read Walrus blobs using HTTP PUT\u002FGET requests, integrate Walrus from any programming language, configure storage options (epochs, deletable, permanent, send_object_to), or parse store\u002Fread API responses. Also use when troubleshooting HTTP API errors or CDN caching issues after upload. For quilt HTTP endpoints, see the `walrus-quilts` skill. For CLI usage, see `walrus-cli`.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2022,2025,2026,2027],{"name":2023,"slug":2024,"type":15},"REST API","rest-api",{"name":1986,"slug":1987,"type":15},{"name":14,"slug":8,"type":15},{"name":1885,"slug":1886,"type":15},"2026-07-16T06:01:48.340552",{"slug":4,"name":4,"fn":5,"description":6,"org":2030,"tags":2031,"stars":25,"repoUrl":26,"updatedAt":27},{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2032,2033,2034,2035],{"name":23,"slug":24,"type":15},{"name":17,"slug":18,"type":15},{"name":20,"slug":21,"type":15},{"name":14,"slug":8,"type":15},{"slug":2037,"name":2037,"fn":2038,"description":2039,"org":2040,"tags":2041,"stars":25,"repoUrl":26,"updatedAt":2045},"walrus-move-integration","integrate Walrus blobs in Sui Move","Referencing and wrapping Walrus blobs in Sui Move smart contracts. Use when the user needs to wrap a Walrus Blob object in a custom Move struct, add Walrus as a Move dependency, build a contract that depends on the Walrus package, or integrate on-chain logic with Walrus blob storage. Also use when the user asks about wrapped_blob.move, the Walrus Move package, or how to reference blobs from Move code.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2042,2043,2044],{"name":1859,"slug":1860,"type":15},{"name":1986,"slug":1987,"type":15},{"name":14,"slug":8,"type":15},"2026-07-16T06:02:53.633159",{"slug":485,"name":485,"fn":2047,"description":2048,"org":2049,"tags":2050,"stars":25,"repoUrl":26,"updatedAt":2054},"provide overview of Walrus storage","High-level overview of Walrus: what it is, how it works, and which tool to use. Use when the user is new to Walrus, asks \"what is Walrus\", \"how does Walrus work\", \"what is a blob\", or needs to choose between CLI, HTTP API, TypeScript SDK, and Move integration. Also use when explaining Walrus architecture, comparing Walrus to AWS S3 or IPFS, explaining the publisher\u002Faggregator\u002Fupload relay distinction, or clarifying blob ID vs Sui object ID. This is the entry-point skill for Walrus newcomers.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2051,2052,2053],{"name":1832,"slug":1833,"type":15},{"name":1986,"slug":1987,"type":15},{"name":14,"slug":8,"type":15},"2026-07-16T06:02:52.247749",11]