{"id":"79189b1a-74e2-4451-a990-d29e27c88eed","entityType":"agent","slug":"clawhub-skills-24601-surrealdb","name":"surrealdb","canonicalUrl":"https://www.xpersona.co/agent/clawhub-skills-24601-surrealdb","canonicalPath":"/agent/clawhub-skills-24601-surrealdb","generatedAt":"2026-10-10T04:23:20.904Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":null},"description":"Expert SurrealDB 3 architect and developer skill. SurrealQL mastery, multi-model data modeling (document, graph, vector, time-series, geospatial), schema design, security, deployment, performance tuning, SDK integration (JS, Python, Go, Rust), Surrealism WASM extensions, and full ecosystem (Surrealist, Surreal-Sync, SurrealFS). Universal skill for 30+ AI agents. --- name: surrealdb description: \"Expert SurrealDB 3 architect and developer skill. 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SurrealQL mastery, multi-model data modeling (document, graph, vector, time-series, geospatial), schema design, security, deployment, performance tuning, SDK integration (JS, Python, Go, Rust), Surrealism WASM extensions, and full ecosystem (Surrealist, Surreal-Sync, SurrealFS). Universal skill for 30+ AI agents.\"\nlicense: MIT\nmetadata:\n  version: \"1.0.2\"\n  author: \"24601\"\n  snapshot_date: \"2026-02-19\"\n---\n\n# SurrealDB 3 Skill\n\nExpert-level SurrealDB 3 architecture, development, and operations. Covers SurrealQL, multi-model data modeling, graph traversal, vector search, security, deployment, performance tuning, SDK integration, and the full SurrealDB ecosystem.\n\n## For AI Agents\n\nGet a full capabilities manifest, decision trees, and output contracts:\n\n```bash\nuv run {baseDir}/scripts/onboard.py --agent\n```\n\nSee [AGENTS.md]({baseDir}/AGENTS.md) for the complete structured briefing.\n\n| Command | What It Does |\n|---------|-------------|\n| `uv run {baseDir}/scripts/doctor.py` | Health check: verify surreal CLI, connectivity, versions |\n| `uv run {baseDir}/scripts/doctor.py --check` | Quick pass/fail check (exit code only) |\n| `uv run {baseDir}/scripts/schema.py introspect` | Dump full schema of a running SurrealDB instance |\n| `uv run {baseDir}/scripts/schema.py tables` | List all tables with field counts and indexes |\n| `uv run {baseDir}/scripts/onboard.py --agent` | JSON capabilities manifest for agent integration |\n\n## Prerequisites\n\n- **surreal CLI** -- Install via `curl -sSf https://install.surrealdb.com | sh` or `brew install surrealdb/tap/surreal`\n- **Python 3.10+** -- Required for skill scripts\n- **uv** -- Python package runner (`curl -LsSf https://astral.sh/uv/install.sh | sh`)\n\nOptional:\n\n- **Docker** -- For containerized SurrealDB instances (`docker run surrealdb/surrealdb:v3`)\n- **SDK of choice** -- JavaScript, Python, Go, Rust, Java, .NET, C, PHP, or Dart\n\n## Quick Start\n\n```bash\n# Start SurrealDB in-memory for development\nsurreal start memory --user root --pass root --bind 0.0.0.0:8000\n\n# Start with persistent RocksDB storage\nsurreal start rocksdb://data/mydb.db --user root --pass root\n\n# Start with SurrealKV (time-travel queries supported)\nsurreal start surrealkv://data/mydb --user root --pass root\n\n# Connect via CLI REPL\nsurreal sql --endpoint http://localhost:8000 --user root --pass root --ns test --db test\n\n# Import a SurrealQL file\nsurreal import --endpoint http://localhost:8000 --user root --pass root --ns test --db test schema.surql\n\n# Export the database\nsurreal export --endpoint http://localhost:8000 --user root --pass root --ns test --db test backup.surql\n\n# Check version\nsurreal version\n\n# Run the skill health check\nuv run {baseDir}/scripts/doctor.py\n```\n\n## Environment Variables\n\n| Variable | Description | Default |\n|----------|-------------|---------|\n| `SURREAL_ENDPOINT` | SurrealDB server URL | `http://localhost:8000` |\n| `SURREAL_USER` | Root or namespace username | `root` |\n| `SURREAL_PASS` | Root or namespace password | `root` |\n| `SURREAL_NS` | Default namespace | `test` |\n| `SURREAL_DB` | Default database | `test` |\n\nThese map directly to the `surreal sql` CLI flags (`--endpoint`, `--user`, `--pass`, `--ns`, `--db`) and are recognized by official SurrealDB SDKs.\n\n## Core Capabilities\n\n### SurrealQL Mastery\n\nFull coverage of the SurrealQL query language: `CREATE`, `SELECT`, `UPDATE`, `UPSERT`, `DELETE`, `RELATE`, `INSERT`, `LIVE SELECT`, `DEFINE`, `REMOVE`, `INFO`, subqueries, transactions, futures, and all built-in functions (array, crypto, duration, geo, math, meta, object, parse, rand, string, time, type, vector).\n\nSee: `rules/surrealql.md`\n\n### Multi-Model Data Modeling\n\nDesign schemas that leverage SurrealDB's multi-model capabilities -- document collections, graph edges, relational references, vector embeddings, time-series data, and geospatial coordinates -- all in a single database with a single query language.\n\nSee: `rules/data-modeling.md`\n\n### Graph Queries\n\nFirst-class graph traversal without JOINs. `RELATE` creates typed edges between records. Traverse with `->` (outgoing), `<-` (incoming), and `<->` (bidirectional) operators. Filter, aggregate, and recurse at any depth.\n\nSee: `rules/graph-queries.md`\n\n### Vector Search\n\nBuilt-in vector similarity search using HNSW and brute-force indexes. Define vector fields, create indexes with configurable distance metrics (cosine, euclidean, manhattan, minkowski), and query with `vector::similarity::*` functions. Build RAG pipelines and semantic search directly in SurrealQL.\n\nSee: `rules/vector-search.md`\n\n### Security and Permissions\n\nRow-level security via `DEFINE TABLE ... PERMISSIONS`, namespace/database/record-level access control, `DEFINE ACCESS` for JWT/token-based auth, `DEFINE USER` for system users, and `$auth`/`$session` runtime variables for permission predicates.\n\nSee: `rules/security.md`\n\n### Deployment and Operations\n\nSingle-binary deployment, Docker, Kubernetes (Helm charts), storage engine selection (memory, RocksDB, SurrealKV, TiKV for distributed), backup/restore, monitoring, and production hardening.\n\nSee: `rules/deployment.md`\n\n### Performance Tuning\n\nIndex strategies (unique, search, vector HNSW, MTree), query optimization with `EXPLAIN`, connection pooling, storage engine trade-offs, batch operations, and resource limits.\n\nSee: `rules/performance.md`\n\n### SDK Integration\n\nOfficial SDKs for JavaScript/TypeScript (Node.js, Deno, Bun, browser), Python, Go, Rust, Java, .NET, C, PHP, and Dart. Connection protocols (HTTP, WebSocket), authentication flows, live query subscriptions, and typed record handling.\n\nSee: `rules/sdks.md`\n\n### Surrealism WASM Extensions\n\nNew in SurrealDB 3: extend the database with custom functions, analyzers, and logic written in Rust and compiled to WASM. Define, deploy, and manage Surrealism modules.\n\nSee: `rules/surrealism.md`\n\n### Ecosystem Tools\n\n- **Surrealist** -- Official IDE and GUI for SurrealDB (schema designer, query editor, graph visualizer)\n- **Surreal-Sync** -- Change Data Capture (CDC) for migrations from other databases\n- **SurrealFS** -- AI agent filesystem built on SurrealDB\n- **SurrealML** -- Machine learning model management and inference within SurrealDB\n\nSee: `rules/surrealist.md`, `rules/surreal-sync.md`, `rules/surrealfs.md`\n\n## Doctor / Health Check\n\n```bash\n# Full diagnostic (Rich output on stderr, JSON on stdout)\nuv run {baseDir}/scripts/doctor.py\n\n# Quick check (exit code 0 = healthy, 1 = issues found)\nuv run {baseDir}/scripts/doctor.py --check\n\n# Check a specific endpoint\nuv run {baseDir}/scripts/doctor.py --endpoint http://my-server:8000\n```\n\nThe doctor script verifies: surreal CLI installed and on PATH, server reachable, authentication succeeds, namespace and database exist, version compatibility, and storage engine status.\n\n## Schema Introspection\n\n```bash\n# Full schema dump (all tables, fields, indexes, events, accesses)\nuv run {baseDir}/scripts/schema.py introspect\n\n# List tables with summary\nuv run {baseDir}/scripts/schema.py tables\n\n# Inspect a specific table\nuv run {baseDir}/scripts/schema.py table <table_name>\n\n# Export schema as SurrealQL (reproducible DEFINE statements)\nuv run {baseDir}/scripts/schema.py export --format surql\n\n# Export schema as JSON\nuv run {baseDir}/scripts/schema.py export --format json\n```\n\nIntrospection uses `INFO FOR DB`, `INFO FOR TABLE`, and `INFO FOR NS` to reconstruct the full schema.\n\n## Rules Reference\n\n| Rule File | Coverage |\n|-----------|----------|\n| `rules/surrealql.md` | SurrealQL syntax, statements, functions, operators, idioms |\n| `rules/data-modeling.md` | Schema design, record IDs, field types, relations, normalization |\n| `rules/graph-queries.md` | RELATE, graph traversal operators, path expressions, recursive queries |\n| `rules/vector-search.md` | Vector fields, HNSW/brute-force indexes, similarity functions, RAG patterns |\n| `rules/security.md` | Permissions, access control, authentication, JWT, row-level security |\n| `rules/deployment.md` | Installation, storage engines, Docker, Kubernetes, production config |\n| `rules/performance.md` | Indexes, EXPLAIN, query optimization, batch ops, resource tuning |\n| `rules/sdks.md` | JavaScript, Python, Go, Rust SDK usage, connection patterns, live queries |\n| `rules/surrealism.md` | WASM extensions, custom functions, Surrealism module authoring |\n| `rules/surrealist.md` | Surrealist IDE/GUI usage, schema designer, query editor |\n| `rules/surreal-sync.md` | CDC migration tool, source/target connectors, migration workflows |\n| `rules/surrealfs.md` | AI agent filesystem, file storage, metadata, retrieval patterns |\n\n## Workflow Examples\n\n### New Project Setup\n\n```bash\n# 1. Verify environment\nuv run {baseDir}/scripts/doctor.py\n\n# 2. Start SurrealDB\nsurreal start rocksdb://data/myproject.db --user root --pass root\n\n# 3. Design schema (use rules/data-modeling.md for guidance)\n# 4. Import initial schema\nsurreal import --endpoint http://localhost:8000 --user root --pass root \\\n  --ns myapp --db production schema.surql\n\n# 5. Introspect to verify\nuv run {baseDir}/scripts/schema.py introspect\n```\n\n### Migration from SurrealDB v2\n\n```bash\n# 1. Export v2 data\nsurreal export --endpoint http://old-server:8000 --user root --pass root \\\n  --ns myapp --db production v2-backup.surql\n\n# 2. Review breaking changes (see rules/surrealql.md v2->v3 migration section)\n# Key changes: range syntax 1..4 is now exclusive of end, new WASM extension system\n\n# 3. Import into v3\nsurreal import --endpoint http://localhost:8000 --user root --pass root \\\n  --ns myapp --db production v2-backup.surql\n\n# 4. Verify schema\nuv run {baseDir}/scripts/schema.py introspect\n```\n\n### Data Modeling for a New Domain\n\n```bash\n# 1. Read rules/data-modeling.md for schema design patterns\n# 2. Read rules/graph-queries.md if your domain has relationships\n# 3. Read rules/vector-search.md if you need semantic search\n# 4. Draft schema.surql with DEFINE TABLE, DEFINE FIELD, DEFINE INDEX\n# 5. Import and test\nsurreal import --endpoint http://localhost:8000 --user root --pass root \\\n  --ns dev --db test schema.surql\nuv run {baseDir}/scripts/schema.py introspect\n```\n\n### Deploying to Production\n\n```bash\n# 1. Read rules/deployment.md for storage engine selection and hardening\n# 2. Read rules/security.md for access control setup\n# 3. Read rules/performance.md for index strategy\n# 4. Run doctor against production endpoint\nuv run {baseDir}/scripts/doctor.py --endpoint https://prod-surreal:8000\n# 5. Verify schema matches expectations\nuv run {baseDir}/scripts/schema.py introspect --endpoint https://prod-surreal:8000\n```\n\n## Upstream Source Check\n\n```bash\n# Check if upstream SurrealDB repos have changed since this skill was built\nuv run {baseDir}/scripts/check_upstream.py\n\n# JSON-only output for agents\nuv run {baseDir}/scripts/check_upstream.py --json\n\n# Only show repos that have new commits\nuv run {baseDir}/scripts/check_upstream.py --stale\n```\n\nCompares current HEAD SHAs and release tags of all tracked repos against the\nbaselines in `SOURCES.json`. Use this to plan incremental skill updates.\n\n## Source Provenance\n\nThis skill was built on **2026-02-19** from these upstream sources:\n\n| Repository | Release | Snapshot Date |\n|------------|---------|---------------|\n| [surrealdb/surrealdb](https://github.com/surrealdb/surrealdb) | v3.0.0 | 2026-02-19 |\n| [surrealdb/surrealist](https://github.com/surrealdb/surrealist) | v3.7.1 | 2026-02-19 |\n| [surrealdb/surrealdb.js](https://github.com/surrealdb/surrealdb.js) | v1.3.2 | 2026-02-18 |\n| [surrealdb/surrealdb.js](https://github.com/surrealdb/surrealdb.js) (v2 beta) | v2.0.0-beta.1 | 2026-02-17 |\n| [surrealdb/surrealdb.py](https://github.com/surrealdb/surrealdb.py) | v1.0.8 | 2026-02-03 |\n| [surrealdb/surrealdb.go](https://github.com/surrealdb/surrealdb.go) | v1.3.0 | 2026-02-12 |\n| [surrealdb/surreal-sync](https://github.com/surrealdb/surreal-sync) | v0.3.4 | 2026-02-12 |\n| [surrealdb/surrealfs](https://github.com/surrealdb/surrealfs) | -- | 2026-01-29 |\n\nDocumentation: [surrealdb.com/docs](https://surrealdb.com/docs) snapshot 2026-02-19.\n\nMachine-readable provenance: `SOURCES.json`.\n\n## Output Convention\n\nAll Python scripts in this skill follow a dual-output pattern:\n\n- **stderr**: Rich-formatted human-readable output (tables, panels, status indicators)\n- **stdout**: Machine-readable JSON for programmatic consumption by AI agents\n\nThis means `2>/dev/null` hides the human output, and piping stdout gives clean JSON for downstream processing.\n","readmeExcerpt":"--- name: surrealdb description: \"Expert SurrealDB 3 architect and developer skill. SurrealQL mastery, multi-model data modeling (document, graph, vector, time-series, geospatial), schema design, security, deployment, performance tuning, SDK integration (JS, Python, Go, Rust), Surrealism WASM extensions, and full ecosystem (Surrealist, Surreal-Sync, SurrealFS). Universal skill for 30+ AI agents.\" license: MIT metadat","codeSnippets":[],"executableExamples":[{"language":"bash","snippet":"uv run {baseDir}/scripts/onboard.py --agent"},{"language":"bash","snippet":"# Start SurrealDB in-memory for development\nsurreal start memory --user root --pass root --bind 0.0.0.0:8000\n\n# Start with persistent RocksDB storage\nsurreal start rocksdb://data/mydb.db --user root --pass root\n\n# Start with SurrealKV (time-travel queries supported)\nsurreal start surrealkv://data/mydb --user root --pass root\n\n# Connect via CLI REPL\nsurreal sql --endpoint http://localhost:8000 --user root --pass root --ns test --db test\n\n# Import a SurrealQL file\nsurreal import --endpoint http://localhost:8000 --user root --pass root --ns test --db test schema.surql\n\n# Export the database\nsurreal export --endpoint http://localhost:8000 --user root --pass root --ns test --db test backup.surql\n\n# Check version\nsurreal version\n\n# Run the skill health check\nuv run {baseDir}/scripts/doctor.py"},{"language":"bash","snippet":"# Full diagnostic (Rich output on stderr, JSON on stdout)\nuv run {baseDir}/scripts/doctor.py\n\n# Quick check (exit code 0 = healthy, 1 = issues found)\nuv run {baseDir}/scripts/doctor.py --check\n\n# Check a specific endpoint\nuv run {baseDir}/scripts/doctor.py --endpoint http://my-server:8000"},{"language":"bash","snippet":"# Full schema dump (all tables, fields, indexes, events, accesses)\nuv run {baseDir}/scripts/schema.py introspect\n\n# List tables with summary\nuv run {baseDir}/scripts/schema.py tables\n\n# Inspect a specific table\nuv run {baseDir}/scripts/schema.py table <table_name>\n\n# Export schema as SurrealQL (reproducible DEFINE statements)\nuv run {baseDir}/scripts/schema.py export --format surql\n\n# Export schema as JSON\nuv run {baseDir}/scripts/schema.py export --format json"},{"language":"bash","snippet":"# 1. Verify environment\nuv run {baseDir}/scripts/doctor.py\n\n# 2. Start SurrealDB\nsurreal start rocksdb://data/myproject.db --user root --pass root\n\n# 3. Design schema (use rules/data-modeling.md for guidance)\n# 4. Import initial schema\nsurreal import --endpoint http://localhost:8000 --user root --pass root \\\n  --ns myapp --db production schema.surql\n\n# 5. Introspect to verify\nuv run {baseDir}/scripts/schema.py introspect"},{"language":"bash","snippet":"# 1. Export v2 data\nsurreal export --endpoint http://old-server:8000 --user root --pass root \\\n  --ns myapp --db production v2-backup.surql\n\n# 2. Review breaking changes (see rules/surrealql.md v2->v3 migration section)\n# Key changes: range syntax 1..4 is now exclusive of end, new WASM extension system\n\n# 3. Import into v3\nsurreal import --endpoint http://localhost:8000 --user root --pass root \\\n  --ns myapp --db production v2-backup.surql\n\n# 4. 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