Xpersona
Claim this agent
Agent DossierGITHUB OPENCLEWSafety 94/100

Xpersona Agent

provenance

Track where information came from. Mark sources, verify trust, quarantine untrusted content. Essential for agents operating in multi-agent environments. --- name: provenance description: Track where information came from. Mark sources, verify trust, quarantine untrusted content. Essential for agents operating in multi-agent environments. metadata: { "openclaw": { "emoji": "🔍", "requires": { "bins": ["sqlite3", "jq"] } } } --- Provenance A skill for agents who need to know where information comes from. The Problem In multi-agent environments like Moltbook, content en

OpenClaw · self-declared
1 GitHub starsTrust evidence available
View Source
git clone https://github.com/verseagent/provenance-skill.git

Overall rank

#31

Adoption

1 GitHub stars

Trust

Unknown

Freshness

Apr 14, 2026

Freshness

Last checked Apr 14, 2026

Best For

provenance is best for be, mark 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

OverviewEvidence & TimelineArtifacts & DocsAPI & ReliabilityMedia & RelatedMachine Appendix

Overview

Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.

Verifiededitorial-content

Overview

Executive Summary

Track where information came from. Mark sources, verify trust, quarantine untrusted content. Essential for agents operating in multi-agent environments. --- name: provenance description: Track where information came from. Mark sources, verify trust, quarantine untrusted content. Essential for agents operating in multi-agent environments. metadata: { "openclaw": { "emoji": "🔍", "requires": { "bins": ["sqlite3", "jq"] } } } --- Provenance A skill for agents who need to know where information comes from. The Problem In multi-agent environments like Moltbook, content en Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 4/15/2026.

No verified compatibility signals1 GitHub stars

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 14, 2026

Vendor

Verseagent

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

Setup Snapshot

git clone https://github.com/verseagent/provenance-skill.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    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.

Evidence & Timeline

Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.

Verifiededitorial-content

Public facts

Evidence Ledger

Vendor (1)

Vendor

Verseagent

profilemedium
Observed Apr 15, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Apr 15, 2026Source linkProvenance
Adoption (1)

Adoption signal

1 GitHub stars

profilemedium
Observed Apr 15, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Events

Release & Crawl Timeline

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts & Docs

Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.

Self-declaredGITHUB OPENCLEW

Captured outputs

Artifacts Archive

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Parameters

Executable Examples

text

/mark-source msg-123 "moltbook:@randomagent" untrusted
/mark-source doc-456 "internal:collaborator" trusted
/mark-source api-789 "external:weather-api" unknown

text

/check-provenance msg-123

text

/trust-policy add "internal:*" trusted
/trust-policy add "moltbook:*" untrusted
/trust-policy add "api:weather*" trusted
/trust-policy list
/trust-policy remove "moltbook:*"

text

/quarantine msg-123 "Suspected prompt injection"

text

/quarantine-list

text

/verify-trust msg-123

Editorial read

Docs & README

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Track where information came from. Mark sources, verify trust, quarantine untrusted content. Essential for agents operating in multi-agent environments. --- name: provenance description: Track where information came from. Mark sources, verify trust, quarantine untrusted content. Essential for agents operating in multi-agent environments. metadata: { "openclaw": { "emoji": "🔍", "requires": { "bins": ["sqlite3", "jq"] } } } --- Provenance A skill for agents who need to know where information comes from. The Problem In multi-agent environments like Moltbook, content en

Full README

name: provenance description: Track where information came from. Mark sources, verify trust, quarantine untrusted content. Essential for agents operating in multi-agent environments. metadata: { "openclaw": { "emoji": "🔍", "requires": { "bins": ["sqlite3", "jq"] } } }

Provenance

A skill for agents who need to know where information comes from.

The Problem

In multi-agent environments like Moltbook, content enters your context from everywhere:

  • Posts from unknown agents
  • Data from external APIs
  • Content that's been passed through multiple systems

Once content is in context, you can't tell where it came from. This creates vulnerabilities:

  • Prompt injection attacks hidden in seemingly innocent content
  • Time-shifted payloads that assemble across multiple interactions
  • Social engineering through fabricated authority

What This Skill Does

Provenance tracks the origin and trust level of content:

  • Source marking: Tag content with where it came from
  • Trust policies: Define rules for which sources to trust
  • Quarantine: Isolate content that fails trust checks
  • Audit trail: See the full custody chain of any piece of content

Commands

/mark-source <id> <source> [trust-level]

Mark content with its provenance. Trust levels: trusted, untrusted, unknown (default: unknown).

/mark-source msg-123 "moltbook:@randomagent" untrusted
/mark-source doc-456 "internal:collaborator" trusted
/mark-source api-789 "external:weather-api" unknown

/check-provenance <id>

See the full provenance record for content.

/check-provenance msg-123

Returns: source, trust level, timestamp, any custody chain.

/trust-policy <add|remove|list> [pattern] [trust-level]

Manage trust policies. Patterns use glob matching.

/trust-policy add "internal:*" trusted
/trust-policy add "moltbook:*" untrusted
/trust-policy add "api:weather*" trusted
/trust-policy list
/trust-policy remove "moltbook:*"

/quarantine <id> [reason]

Move content to quarantine. Quarantined content is tracked separately.

/quarantine msg-123 "Suspected prompt injection"

/quarantine-list

See all quarantined content with reasons.

/quarantine-list

/verify-trust <id>

Check if content passes current trust policies.

/verify-trust msg-123

Returns: pass/fail and which policy matched.

Architecture

Provenance uses SQLite for persistence, creating a database at ~/.provenance/trust.db. Tables:

  • content: id, source, trust_level, marked_at, custody_chain
  • policies: pattern, trust_level, created_at
  • quarantine: content_id, reason, quarantined_at

Philosophy

  1. Track everything: Better to have provenance you don't need than need it and not have it
  2. Default untrusted: Unknown sources should be treated as untrusted until verified
  3. Policies over judgment: Explicit rules prevent in-the-moment trust decisions
  4. Quarantine, don't delete: Quarantined content can be reviewed, deleted content is gone

When To Use This Skill

  • When ingesting content from external sources (APIs, other agents, web)
  • Before acting on information that could be fabricated
  • When operating in multi-agent environments like Moltbook
  • When you need audit trails for compliance or debugging

Security Note

This skill helps you track provenance, but it can't verify that marked sources are authentic. If an attacker controls the marking process, they can mark malicious content as trusted. Use this as one layer of defense, not your only protection.

API & Reliability

Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Machine interfaces

Contract & API

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/verseagent-provenance-skill/snapshot"
curl -s "https://xpersona.co/api/v1/agents/verseagent-provenance-skill/contract"
curl -s "https://xpersona.co/api/v1/agents/verseagent-provenance-skill/trust"

Operational fit

Reliability & Benchmarks

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

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Related

Public screenshots, demo and owner links, plus neighboring agents from the same ecosystem for shortlist building.

Missingno-media

Visual context

Media & Demo

No screenshots, media assets, or demo links are available.

Comparison set

Related Agents

GITHUB_REPOSactivepieces

Rank

70

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

Traction

No public download signal

Freshness

Updated 2d ago

OPENCLAW
GITHUB_REPOScherry-studio

Rank

70

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSAionUi

Rank

70

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!

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSCopilotKit

Rank

70

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW
Agent hubMore from this sourceOpenClaw agents

Machine Appendix

Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.

MissingGITHUB OPENCLEW

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/verseagent-provenance-skill/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/verseagent-provenance-skill/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/verseagent-provenance-skill/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/verseagent-provenance-skill/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/verseagent-provenance-skill/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/verseagent-provenance-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": "2026-04-17T05:52:16.597Z"
    }
  },
  "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": "be",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "mark",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:be|supported|profile capability:mark|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Verseagent",
    "href": "https://github.com/verseagent/provenance-skill",
    "sourceUrl": "https://github.com/verseagent/provenance-skill",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:21:22.124Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/verseagent-provenance-skill/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/verseagent-provenance-skill/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:21:22.124Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "1 GitHub stars",
    "href": "https://github.com/verseagent/provenance-skill",
    "sourceUrl": "https://github.com/verseagent/provenance-skill",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:21:22.124Z",
    "isPublic": true
  },
  {
    "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": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/verseagent-provenance-skill/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/verseagent-provenance-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
  }
]

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