Crawler Summary
CLI for managing ephemeral PostgreSQL databases and multi-agent workspaces on Sprites. Use when an agent needs to provision, query, or tear down ephemeral Postgres databases, create multi-agent workspaces with coordination databases, execute SQL against databases, connect via psql, monitor LISTEN/NOTIFY channels, or manage database lifecycles (extend TTL, check status, delete). Triggers on tasks involving swarmctl, swarmdb, ephemeral databases, database provisioning, workspace coordination, or agent-to-agent communication via PostgreSQL. --- name: swarmctl description: CLI for managing ephemeral PostgreSQL databases and multi-agent workspaces on Sprites. Use when an agent needs to provision, query, or tear down ephemeral Postgres databases, create multi-agent workspaces with coordination databases, execute SQL against databases, connect via psql, monitor LISTEN/NOTIFY channels, or manage database lifecycles (extend TTL, check status, delete). Trigger Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Freshness
Last checked 4/15/2026
Best For
swarmctl is best for general automation workflows where OpenClaw compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack
CLI for managing ephemeral PostgreSQL databases and multi-agent workspaces on Sprites. Use when an agent needs to provision, query, or tear down ephemeral Postgres databases, create multi-agent workspaces with coordination databases, execute SQL against databases, connect via psql, monitor LISTEN/NOTIFY channels, or manage database lifecycles (extend TTL, check status, delete). Triggers on tasks involving swarmctl, swarmdb, ephemeral databases, database provisioning, workspace coordination, or agent-to-agent communication via PostgreSQL. --- name: swarmctl description: CLI for managing ephemeral PostgreSQL databases and multi-agent workspaces on Sprites. Use when an agent needs to provision, query, or tear down ephemeral Postgres databases, create multi-agent workspaces with coordination databases, execute SQL against databases, connect via psql, monitor LISTEN/NOTIFY channels, or manage database lifecycles (extend TTL, check status, delete). Trigger
Public facts
4
Change events
1
Artifacts
0
Freshness
Apr 15, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Apr 15, 2026
Vendor
Kylemclaren
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Setup snapshot
git clone https://github.com/kylemclaren/swarmctl-skill.gitSetup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Kylemclaren
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
3
Snippets
0
Languages
typescript
Parameters
bash
# Create with 2-hour TTL bunx swarmctl create --name my-test-db --ttl 2 # Run SQL bunx swarmctl exec --id <id> "CREATE TABLE users (id serial, name text)" bunx swarmctl exec --id <id> "SELECT * FROM users" --format json # Tear down bunx swarmctl delete --id <id>
bash
# Pipe SQL from file cat schema.sql | bunx swarmctl exec --id <id> # JSON output for programmatic use bunx swarmctl exec --id <id> "SELECT * FROM users" --format json # CSV export bunx swarmctl exec --id <id> "SELECT * FROM users" --format csv > users.csv
bash
bunx swarmctl create --name dev-db --ttl 4 --connect
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
CLI for managing ephemeral PostgreSQL databases and multi-agent workspaces on Sprites. Use when an agent needs to provision, query, or tear down ephemeral Postgres databases, create multi-agent workspaces with coordination databases, execute SQL against databases, connect via psql, monitor LISTEN/NOTIFY channels, or manage database lifecycles (extend TTL, check status, delete). Triggers on tasks involving swarmctl, swarmdb, ephemeral databases, database provisioning, workspace coordination, or agent-to-agent communication via PostgreSQL. --- name: swarmctl description: CLI for managing ephemeral PostgreSQL databases and multi-agent workspaces on Sprites. Use when an agent needs to provision, query, or tear down ephemeral Postgres databases, create multi-agent workspaces with coordination databases, execute SQL against databases, connect via psql, monitor LISTEN/NOTIFY channels, or manage database lifecycles (extend TTL, check status, delete). Trigger
CLI for managing ephemeral PostgreSQL databases and multi-agent workspaces. Run via bunx swarmctl (no install needed).
Set SWARMDB_API_KEY as an environment variable (preferred for agents), or run bunx swarmctl login for interactive device-flow auth.
API URL defaults to https://swarmstate.ai. Override with --api <url> flag or SWARMDB_API_URL env var.
| Command | Alias | Description |
|---|---|---|
| login | | Authenticate via browser device flow |
| logout | | Clear stored credentials |
| create | | Create ephemeral database |
| list | ls | List all databases |
| info | get | Show database connection details |
| connect | | Open interactive psql session |
| execute | exec | Run SQL (pipe-friendly, table/json/csv) |
| listen | | Subscribe to LISTEN/NOTIFY channels |
| status | | Check sprite + database health |
| extend | | Extend database TTL |
| delete | rm | Destroy a database |
| whoami | me | Account info and plan limits |
For full flag reference and examples, see references/commands.md.
Databases are ephemeral PostgreSQL instances running on Sprites. Each has a name (e.g., bold-star-69), a TTL, and a connection string. They auto-destroy when the TTL expires.
Workspaces bundle multiple databases under a shared TTL and scoped API key. They optionally include a coordination database with a pre-installed schema for multi-agent collaboration (task queues, messaging, artifacts).
# Create with 2-hour TTL
bunx swarmctl create --name my-test-db --ttl 2
# Run SQL
bunx swarmctl exec --id <id> "CREATE TABLE users (id serial, name text)"
bunx swarmctl exec --id <id> "SELECT * FROM users" --format json
# Tear down
bunx swarmctl delete --id <id>
# Pipe SQL from file
cat schema.sql | bunx swarmctl exec --id <id>
# JSON output for programmatic use
bunx swarmctl exec --id <id> "SELECT * FROM users" --format json
# CSV export
bunx swarmctl exec --id <id> "SELECT * FROM users" --format csv > users.csv
bunx swarmctl create --name dev-db --ttl 4 --connect
For workspace creation, coordination schema details, and agent communication patterns, see references/coordination.md.
For step-by-step guides covering integration testing, workspace setup, pipeline usage, and monitoring, see references/workflows.md.
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/kylemclaren-swarmctl-skill/snapshot"
curl -s "https://xpersona.co/api/v1/agents/kylemclaren-swarmctl-skill/contract"
curl -s "https://xpersona.co/api/v1/agents/kylemclaren-swarmctl-skill/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Do not use if
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
70
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Freshness
Updated 2d ago
Rank
70
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Updated 5d ago
Rank
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Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!
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No public download signal
Freshness
Updated 6d ago
Rank
70
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Traction
No public download signal
Freshness
Updated 23d ago
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/kylemclaren-swarmctl-skill/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/kylemclaren-swarmctl-skill/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/kylemclaren-swarmctl-skill/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/kylemclaren-swarmctl-skill/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/kylemclaren-swarmctl-skill/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/kylemclaren-swarmctl-skill/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-16T23:40:50.995Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "OPENCLEW",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Kylemclaren",
"href": "https://github.com/kylemclaren/swarmctl-skill",
"sourceUrl": "https://github.com/kylemclaren/swarmctl-skill",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T02:16:31.424Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/kylemclaren-swarmctl-skill/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/kylemclaren-swarmctl-skill/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T02:16:31.424Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/kylemclaren-swarmctl-skill/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/kylemclaren-swarmctl-skill/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
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