How should SynthAnalyst be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this skill.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

SynthAnalyst answer-first brief

A multi-agent AI system built with CrewAI that autonomously researches global financial markets and synthesizes data into actionable investor briefs. SynthAnalyst Intelligence Engine 🧠 An AI-powered competitive intelligence agent that analyzes competitor websites and generates personalized cold outreach emails — triggered directly from Slack. What It Does Send /analyze https://competitor.com in Slack and the agent will: 1. **Scrape** the competitor's website 2. **Analyze** their value proposition and identify product weaknesses (via CrewAI + Gemini) 3. **Draft** Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Freshness

Last checked 10/9/2026

Best For

SynthAnalyst is best for crewai, multi-agent workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB REPOS, runtime-metrics, public facts pack

Card Facts Snapshot Contract Trust

Agent DossierGITHUB REPOSSafety: 66/100

SynthAnalyst

OpenClawself-declared

Public facts

Change events

Artifacts

Freshness

Oct 9, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Oct 9, 2026

Vendor

Hermanmannn

Artifacts

Benchmarks

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

View Source

Setup snapshot

1
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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 Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content

Vendor (1)

Vendor

Hermanmannn

profilemedium

Observed Oct 9, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium

Observed Oct 9, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

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 Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB REPOS

Extracted files

Examples

Snippets

Languages

python

Executable Examples

text

Slack /analyze command
        ↓
    ngrok tunnel
        ↓
    n8n Webhook
        ↓
FastAPI /api/analyze
        ↓
  CrewAI Agents (Gemini 2.5 Flash)
  ├── Agent 1: Competitive Intelligence Analyst
  └── Agent 2: Enterprise Sales Copywriter
        ↓
  Posts result to Slack channel

bash

git clone https://github.com/yourusername/synthanalyst.git
cd synthanalyst
pip install fastapi uvicorn python-dotenv crewai langchain-community httpx

env

GEMINI_API_KEY=your-gemini-api-key
SLACK_BOT_TOKEN=xoxb-your-slack-bot-token

bash

# Terminal 1 — FastAPI
python main.py

# Terminal 2 — ngrok (tunnel to n8n)
ngrok http 5678

bash

ngrok http --domain=your-static-domain.ngrok-free.app 5678

text

/analyze https://competitor.com

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

Full README

SynthAnalyst Intelligence Engine 🧠

An AI-powered competitive intelligence agent that analyzes competitor websites and generates personalized cold outreach emails — triggered directly from Slack.

What It Does

Send /analyze https://competitor.com in Slack and the agent will:

Scrape the competitor's website
Analyze their value proposition and identify product weaknesses (via CrewAI + Gemini)
Draft a targeted cold outreach email exploiting those weaknesses
Post the results back to your Slack channel automatically

No need to open a terminal or browser — just send the command and wait for the response.

Architecture

Slack /analyze command
        ↓
    ngrok tunnel
        ↓
    n8n Webhook
        ↓
FastAPI /api/analyze
        ↓
  CrewAI Agents (Gemini 2.5 Flash)
  ├── Agent 1: Competitive Intelligence Analyst
  └── Agent 2: Enterprise Sales Copywriter
        ↓
  Posts result to Slack channel

Stack

| Layer | Tech | |---|---| | AI Agents | CrewAI | | LLM | Google Gemini 2.5 Flash | | Web Scraping | LangChain WebBaseLoader | | API Server | FastAPI + Uvicorn | | Workflow Automation | n8n | | Slack Integration | Slack Slash Commands + Bot API | | Tunnel (dev) | ngrok |

Prerequisites

Python 3.10+
n8n running locally on port 5678
ngrok installed
A Slack app with a slash command and chat:write scope
Google Gemini API key
Slack Bot Token (xoxb-...)

Setup

1. Clone & install dependencies

git clone https://github.com/yourusername/synthanalyst.git
cd synthanalyst
pip install fastapi uvicorn python-dotenv crewai langchain-community httpx

2. Create your `.env` file

GEMINI_API_KEY=your-gemini-api-key
SLACK_BOT_TOKEN=xoxb-your-slack-bot-token

3. Configure your Slack app

Go to api.slack.com/apps and create a new app
Under OAuth & Permissions, add the chat:write scope
Under Slash Commands, create a new command:
- Command: /analyze
- Request URL: https://your-ngrok-url/webhook/your-webhook-id
Install the app to your workspace and copy the Bot User OAuth Token

4. Configure n8n

Import the workflow and make sure:

The Webhook node is set to respond Immediately
The HTTP Request node points to http://127.0.0.1:8000/api/analyze
The body sends competitor_url mapped to {{ $json.text }}
The workflow is set to Active

Running

Double-click start.bat or run manually:

# Terminal 1 — FastAPI
python main.py

# Terminal 2 — ngrok (tunnel to n8n)
ngrok http 5678

Persistent URL (recommended)

Get a free static ngrok domain at dashboard.ngrok.com/domains so your Slack slash command URL never changes:

ngrok http --domain=your-static-domain.ngrok-free.app 5678

Usage

In any Slack channel the bot is added to:

/analyze https://competitor.com

Optionally specify a target role:

/analyze https://competitor.com Head of Engineering

Results will be posted to the channel within 1–2 minutes.

Project Structure

synthanalyst/
├── app.py          # FastAPI server + CrewAI agent logic
├── start.bat        # One-click startup script
├── .env             # API keys (never commit this)
├── .env.example     # Template for .env
└── README.md

Environment Variables

| Variable | Description | |---|---| | GEMINI_API_KEY | Google Gemini API key from aistudio.google.com | | SLACK_BOT_TOKEN | Slack bot token starting with xoxb- |

How the Agent Works

Two CrewAI agents run sequentially:

Agent 1 — Competitive Intelligence Analyst Reads the scraped website content and extracts the competitor's core value proposition plus three likely product weaknesses or customer pain points.

Agent 2 — Enterprise Sales Copywriter Takes the analyst's report and drafts a cold outreach email targeting a specified role, positioning your solutions against the competitor's weaknesses without being aggressive.

Limitations

Free ngrok restarts generate a new URL — update your Slack slash command URL or use a static domain
Website scraping is limited to the first 2000 characters of the homepage
Slack messages are capped at 2900 characters; longer reports are truncated

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB REPOS

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

missing

Auth

None

Streaming

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/crewai-hermanmannn-synthanalyst/snapshot"

curl -s "https://www.xpersona.co/api/v1/agents/crewai-hermanmannn-synthanalyst/contract"

curl -s "https://www.xpersona.co/api/v1/agents/crewai-hermanmannn-synthanalyst/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

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 & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media

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

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

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OPENCLAW

Machine Appendix

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/crewai-hermanmannn-synthanalyst/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-hermanmannn-synthanalyst/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-hermanmannn-synthanalyst/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-hermanmannn-synthanalyst/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-hermanmannn-synthanalyst/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-hermanmannn-synthanalyst/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-10T03:51:32.717Z"
    }
  },
  "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": "crewai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "multi-agent",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Hermanmannn",
    "href": "https://github.com/HermanMannn/SynthAnalyst",
    "sourceUrl": "https://github.com/HermanMannn/SynthAnalyst",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T20:05:58.389Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-hermanmannn-synthanalyst/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-hermanmannn-synthanalyst/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-10-09T20:05:58.389Z",
    "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://www.xpersona.co/api/v1/agents/crewai-hermanmannn-synthanalyst/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-hermanmannn-synthanalyst/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
  }
]

SynthAnalyst answer-first brief

Executive Summary

Evidence Ledger

Release & Crawl Timeline

Artifacts Archive

Docs & README

SynthAnalyst Intelligence Engine 🧠

What It Does

Architecture

Stack

Prerequisites

Setup

1. Clone & install dependencies

2. Create your .env file

3. Configure your Slack app

4. Configure n8n

Running

Persistent URL (recommended)

Usage

Project Structure

Environment Variables

How the Agent Works

Limitations

Contract & API

Reliability & Benchmarks

Media & Demo

Related Agents

AionUi

activepieces

cherry-studio

CopilotKit

2. Create your `.env` file