activepieces
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
Crawler Summary
Scan this OpenClaw workspace (memory, projects, heartbeats) and propose personalized automations. Groups are emergent (discovered from workspace themes) and automations are only enabled with explicit user permission. --- name: automation-discovery description: Scan this OpenClaw workspace (memory, projects, heartbeats) and propose personalized automations. Groups are emergent (discovered from workspace themes) and automations are only enabled with explicit user permission. --- automation-discovery Scan the current workspace and propose **personalized automation groups** that *emerge from the user’s actual work*. This skill is int Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
automation-discovery is best for the, output 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
Scan this OpenClaw workspace (memory, projects, heartbeats) and propose personalized automations. Groups are emergent (discovered from workspace themes) and automations are only enabled with explicit user permission. --- name: automation-discovery description: Scan this OpenClaw workspace (memory, projects, heartbeats) and propose personalized automations. Groups are emergent (discovered from workspace themes) and automations are only enabled with explicit user permission. --- automation-discovery Scan the current workspace and propose **personalized automation groups** that *emerge from the user’s actual work*. This skill is int
Public facts
4
Change events
1
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Feb 25, 2026
Vendor
Noble Shiva
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Unpublished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 2/25/2026.
Setup snapshot
git clone https://github.com/Noble-Shiva/automation-discovery.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
Noble Shiva
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
python3 skills/automation-discovery/scripts/scan-workspace.py \ --workspace /home/virus/.openclaw/workspace --pretty
bash
python3 skills/automation-discovery/scripts/scan-workspace.py --workspace /home/virus/.openclaw/workspace \ | python3 skills/automation-discovery/scripts/cluster-themes.py --stdin --pretty
text
🔍 Competitor Intelligence □ Competitor Watch: MyClaw, Team9, Antfarm [Enable?] 📦 Product Development □ open-claw-ai: Spec review reminder [Enable?] □ mission-control: Template status check [Enable?] 📊 Trading & Markets □ Market hours alert [Enable?] 🔋 System & Maintenance ✓ Battery Monitor — Already active □ Daily Briefing [Enable?] □ Memory Curator [Enable?]
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
Scan this OpenClaw workspace (memory, projects, heartbeats) and propose personalized automations. Groups are emergent (discovered from workspace themes) and automations are only enabled with explicit user permission. --- name: automation-discovery description: Scan this OpenClaw workspace (memory, projects, heartbeats) and propose personalized automations. Groups are emergent (discovered from workspace themes) and automations are only enabled with explicit user permission. --- automation-discovery Scan the current workspace and propose **personalized automation groups** that *emerge from the user’s actual work*. This skill is int
Scan the current workspace and propose personalized automation groups that emerge from the user’s actual work.
This skill is intentionally conservative:
Produce JSON findings + themes:
python3 skills/automation-discovery/scripts/scan-workspace.py \
--workspace /home/virus/.openclaw/workspace --pretty
Scanner output includes:
themes[] (recurring keywords/items buckets)Convert scan output into 3–6 natural groups:
python3 skills/automation-discovery/scripts/scan-workspace.py --workspace /home/virus/.openclaw/workspace \
| python3 skills/automation-discovery/scripts/cluster-themes.py --stdin --pretty
Notes:
Use references/detection-rules.md to map groups/signals → suggested automations.
Presentation rules:
Example format (dynamic groups):
🔍 Competitor Intelligence
□ Competitor Watch: MyClaw, Team9, Antfarm [Enable?]
📦 Product Development
□ open-claw-ai: Spec review reminder [Enable?]
□ mission-control: Template status check [Enable?]
📊 Trading & Markets
□ Market hours alert [Enable?]
🔋 System & Maintenance
✓ Battery Monitor — Already active
□ Daily Briefing [Enable?]
□ Memory Curator [Enable?]
Before enabling anything, ask explicit confirmation per automation:
Use templates in references/automation-templates.md.
Cron-based automations
cron tool with action="add".id / unique name) and do not duplicate.Heartbeat-based automations
/home/virus/.openclaw/workspace/HEARTBEAT.md.## automation-discovery.scripts/scan-workspace.pyscripts/cluster-themes.pyreferences/detection-rules.mdreferences/automation-templates.mdMachine 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://www.xpersona.co/api/v1/agents/noble-shiva-automation-discovery/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/noble-shiva-automation-discovery/contract"
curl -s "https://www.xpersona.co/api/v1/agents/noble-shiva-automation-discovery/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.
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
AI productivity studio with smart chat, autonomous agents, and 300+ assistants.
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!
The Frontend for Agents & Generative UI. React + Angular
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://www.xpersona.co/api/v1/agents/noble-shiva-automation-discovery/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/noble-shiva-automation-discovery/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/noble-shiva-automation-discovery/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/noble-shiva-automation-discovery/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/noble-shiva-automation-discovery/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/noble-shiva-automation-discovery/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-10-09T14:23:47.286Z"
}
},
"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"
},
{
"key": "the",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "output",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:the|supported|profile capability:output|supported|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": "Noble Shiva",
"href": "https://github.com/Noble-Shiva/automation-discovery",
"sourceUrl": "https://github.com/Noble-Shiva/automation-discovery",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T02:24:32.062Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/noble-shiva-automation-discovery/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/noble-shiva-automation-discovery/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T02:24:32.062Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/noble-shiva-automation-discovery/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/noble-shiva-automation-discovery/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
Ads related to automation-discovery and adjacent AI workflows.