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Agent DossierCLAWHUBSafety 84/100

Xpersona Agent

caesar-research

Deep research using the Caesar API — run queries, follow up with chat, brainstorm, and manage collections. --- name: caesar-research description: Deep research using the Caesar API — run queries, follow up with chat, brainstorm, and manage collections. homepage: https://www.caesar.org/ metadata: { "openclaw": { "emoji": "🔬", "requires": { "bins": ["caesar"], "env": ["CAESAR_API_KEY"] } } } --- Caesar Research CLI for $1 deep research. Runs multi-source research jobs with citations, follow-up chat, and brainstorming. Setu

OpenClaw · self-declared
Trust evidence available
View on ClawHubHomepage
clawhub skill install skills:alexrudloff:caesar-research

Overall rank

#62

Adoption

No public adoption signal

Trust

Unknown

Freshness

Feb 25, 2026

Freshness

Last checked Feb 25, 2026

Best For

caesar-research 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, CLAWHUB, 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

Deep research using the Caesar API — run queries, follow up with chat, brainstorm, and manage collections. --- name: caesar-research description: Deep research using the Caesar API — run queries, follow up with chat, brainstorm, and manage collections. homepage: https://www.caesar.org/ metadata: { "openclaw": { "emoji": "🔬", "requires": { "bins": ["caesar"], "env": ["CAESAR_API_KEY"] } } } --- Caesar Research CLI for $1 deep research. Runs multi-source research jobs with citations, follow-up chat, and brainstorming. Setu Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

No verified compatibility signals

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 25, 2026

Vendor

Caesar

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

Setup Snapshot

clawhub skill install skills:alexrudloff:caesar-research
  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

Caesar

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

Protocol compatibility

OpenClaw

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

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance

Events

Release & Crawl Timeline

Artifacts & Docs

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

Self-declaredCLAWHUB

Captured outputs

Artifacts Archive

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

go install github.com/alexrudloff/caesar-cli@latest
export CAESAR_API_KEY=your_key_here

bash

caesar research create "What are the latest advances in mRNA vaccines?"

bash

caesar research create "query" --no-wait
# Returns: { "id": "uuid", "status": "queued" }

bash

caesar research get <job-id>
caesar research watch <job-id>
caesar research events <job-id>

bash

caesar chat send <job-id> "How does this compare to traditional vaccines?"

bash

caesar chat send <job-id> "question" --wait=false
caesar chat history <job-id>

Editorial read

Docs & README

Docs source

CLAWHUB

Editorial quality

ready

Deep research using the Caesar API — run queries, follow up with chat, brainstorm, and manage collections. --- name: caesar-research description: Deep research using the Caesar API — run queries, follow up with chat, brainstorm, and manage collections. homepage: https://www.caesar.org/ metadata: { "openclaw": { "emoji": "🔬", "requires": { "bins": ["caesar"], "env": ["CAESAR_API_KEY"] } } } --- Caesar Research CLI for $1 deep research. Runs multi-source research jobs with citations, follow-up chat, and brainstorming. Setu

Full README

name: caesar-research description: Deep research using the Caesar API — run queries, follow up with chat, brainstorm, and manage collections. homepage: https://www.caesar.org/ metadata: { "openclaw": { "emoji": "🔬", "requires": { "bins": ["caesar"], "env": ["CAESAR_API_KEY"] } } }

Caesar Research

CLI for Caesar deep research. Runs multi-source research jobs with citations, follow-up chat, and brainstorming.

Setup

go install github.com/alexrudloff/caesar-cli@latest
export CAESAR_API_KEY=your_key_here

Research

Run a query (waits for completion by default, prints events as they happen):

caesar research create "What are the latest advances in mRNA vaccines?"

Returns JSON with content (synthesized answer with [n] citations) and a results array of sources.

Fire-and-forget:

caesar research create "query" --no-wait
# Returns: { "id": "uuid", "status": "queued" }

Then check on it:

caesar research get <job-id>
caesar research watch <job-id>
caesar research events <job-id>

Research Options

| Flag | Description | |------|-------------| | --no-wait | Return immediately with job ID | | --model <name> | gpt-5.2, gemini-3-pro, gemini-3-flash, claude-opus-4.5 | | --loops N | Max reasoning loops (default 1, higher = deeper research) | | --reasoning | Enable advanced reasoning mode | | --auto | Let Caesar auto-configure based on query | | --exclude-social | Skip social media sources | | --exclude-domain x.com | Exclude specific domains (repeatable) | | --system-prompt "..." | Custom synthesis prompt | | --brainstorm <id> | Use a brainstorm session for context |

Status Lifecycle

queued → searching → summarizing → analyzing → researching → completed or failed

Chat (Follow-Up Questions)

Ask follow-up questions about a completed research job:

caesar chat send <job-id> "How does this compare to traditional vaccines?"

Waits for the response by default. The answer includes inline [n] citations referencing the original research sources.

caesar chat send <job-id> "question" --wait=false
caesar chat history <job-id>

Brainstorm

Get clarifying questions before research to improve results:

caesar brainstorm "How does CRISPR gene editing work?"
# Prints questions with multiple-choice options and a session ID

Then use the session ID:

caesar research create --brainstorm <session-id> "How does CRISPR gene editing work?"

Collections

Group files for research context:

caesar collections create "Dataset Name" --description "Optional description"

Tips

  • For broad topics, use --auto to let Caesar pick optimal settings.
  • Use --loops 3 or higher for complex multi-faceted questions.
  • Use --reasoning for questions requiring deep analysis.
  • Pipe output through jq to extract specific fields: caesar research get <id> | jq '.content'
  • Chain brainstorm → research for best results on ambiguous queries.

API & Reliability

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

MissingCLAWHUB

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://www.xpersona.co/api/v1/agents/clawhub-skills-alexrudloff-caesar-research/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/clawhub-skills-alexrudloff-caesar-research/contract"
curl -s "https://www.xpersona.co/api/v1/agents/clawhub-skills-alexrudloff-caesar-research/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

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Machine Appendix

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

MissingCLAWHUB

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/clawhub-skills-alexrudloff-caesar-research/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/clawhub-skills-alexrudloff-caesar-research/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/clawhub-skills-alexrudloff-caesar-research/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-skills-alexrudloff-caesar-research/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-skills-alexrudloff-caesar-research/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-skills-alexrudloff-caesar-research/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "CLAWHUB",
      "generatedAt": "2026-10-09T03:44:48.972Z"
    }
  },
  "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": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Caesar",
    "href": "https://www.caesar.org/",
    "sourceUrl": "https://www.caesar.org/",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:45:39.800Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/clawhub-skills-alexrudloff-caesar-research/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-skills-alexrudloff-caesar-research/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:45:39.800Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/clawhub-skills-alexrudloff-caesar-research/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-skills-alexrudloff-caesar-research/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[]

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Ads related to caesar-research and adjacent AI workflows.