Crawler Summary

prism answer-first brief

๐Ÿ’น AI-powered swap trading monitoring system using CrewAI multi-agent framework --- title: PRISM emoji: ๐Ÿ’น colorFrom: purple colorTo: blue sdk: docker app_port: 7860 pinned: false short_description: PRISM - Position Risk Intelligence & Swap Monitor --- ๐Ÿ’น PRISM - Position Risk Intelligence & Swap Monitor AI-powered swap trading monitoring system using CrewAI multi-agent framework. **๐ŸŒ Live Demo:** $1 ๐Ÿ“Š What It Does PRISM monitors USD SOFR swap trading positions in real-time and automatically g Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Freshness

Last checked 4/15/2026

Best For

prism 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 OPENCLEW, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 66/100

prism

๐Ÿ’น AI-powered swap trading monitoring system using CrewAI multi-agent framework --- title: PRISM emoji: ๐Ÿ’น colorFrom: purple colorTo: blue sdk: docker app_port: 7860 pinned: false short_description: PRISM - Position Risk Intelligence & Swap Monitor --- ๐Ÿ’น PRISM - Position Risk Intelligence & Swap Monitor AI-powered swap trading monitoring system using CrewAI multi-agent framework. **๐ŸŒ Live Demo:** $1 ๐Ÿ“Š What It Does PRISM monitors USD SOFR swap trading positions in real-time and automatically g

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Apr 15, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Lisekarimi

Artifacts

0

Benchmarks

0

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Unpublished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 4/15/2026.

Setup snapshot

git clone https://github.com/lisekarimi/prism.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 Ledger

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

Verifiededitorial-content
Vendor (1)

Vendor

Lisekarimi

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
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

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

Self-declaredagent-index

Artifacts Archive

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

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

1

Snippets

0

Languages

python

Executable Examples

bash

git clone https://github.com/lisekarimi/prism.git
cd prism
cp .env.example .env  # fill in your credentials
make dev

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

๐Ÿ’น AI-powered swap trading monitoring system using CrewAI multi-agent framework --- title: PRISM emoji: ๐Ÿ’น colorFrom: purple colorTo: blue sdk: docker app_port: 7860 pinned: false short_description: PRISM - Position Risk Intelligence & Swap Monitor --- ๐Ÿ’น PRISM - Position Risk Intelligence & Swap Monitor AI-powered swap trading monitoring system using CrewAI multi-agent framework. **๐ŸŒ Live Demo:** $1 ๐Ÿ“Š What It Does PRISM monitors USD SOFR swap trading positions in real-time and automatically g

Full README

title: PRISM emoji: ๐Ÿ’น colorFrom: purple colorTo: blue sdk: docker app_port: 7860 pinned: false short_description: PRISM - Position Risk Intelligence & Swap Monitor

๐Ÿ’น PRISM - Position Risk Intelligence & Swap Monitor

AI-powered swap trading monitoring system using CrewAI multi-agent framework.

๐ŸŒ Live Demo: prism.lisekarimi.com

PRISM Dashboard

๐Ÿ“Š What It Does

PRISM monitors USD SOFR swap trading positions in real-time and automatically generates trading signals when profit/loss thresholds are hit.

Note: This demo is specifically configured for USD SOFR (Secured Overnight Financing Rate) swaps only.

๐Ÿ—๏ธ Architecture

PRISM Workflow

5 AI Agents working together:

  1. Market Data Agent - Fetches current USD SOFR swap rates (2Y, 5Y, 10Y, 30Y)
  2. Position Manager Agent - Loads trader's swap positions from database
  3. Risk Manager Agent - Analyzes market conditions and sets dynamic profit/loss thresholds
  4. Risk Calculator Agent - Calculates P&L for each position
  5. Trading Decision Agent - Generates CLOSE/HOLD signals based on thresholds

Thresholds:

  • Close position when profit โ‰ฅ $50K
  • Close position when loss โ‰ค -$25K
  • Otherwise HOLD

๐Ÿ› ๏ธ Tech Stack

  • CrewAI - Multi-agent orchestration
  • PostgreSQL - Position & rate storage (Neon)
  • Gradio - Web dashboard
  • Python 3.11 - Runtime

๐Ÿš€ Deploy on Hugging Face Spaces

This app is built to run as a Docker Space on Hugging Face.

1. Fork & create a Space

  • Fork this repo on GitHub
  • Create a new Space on huggingface.co/spaces with Docker as the SDK
  • Link it to your forked GitHub repo

2. Set Space secrets

In your Space settings โ†’ Variables and Secrets, add:

| Secret | Description | |---|---| | DATABASE_URL | PostgreSQL connection string (e.g. from Neon) | | OPENAI_API_KEY | OpenAI API key for the LLM agents | | SERPER_API_KEY | Serper API key for Google Search (serper.dev) |

3. Deploy

Push to your linked branch โ€” HF Spaces will build and deploy automatically.

๐Ÿ“‹ Local Development

Prerequisites:

Setup:

git clone https://github.com/lisekarimi/prism.git
cd prism
cp .env.example .env  # fill in your credentials
make dev

๐Ÿ—„๏ธ Database Schema

  • swap_positions - Trader's swap portfolio
  • market_rates - Historical rate data
  • trade_signals - AI-generated trading decisions

Contract & API

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

MissingGITHUB OPENCLEW

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/crewai-lisekarimi-prism/snapshot"
curl -s "https://xpersona.co/api/v1/agents/crewai-lisekarimi-prism/contract"
curl -s "https://xpersona.co/api/v1/agents/crewai-lisekarimi-prism/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.

Self-declaredprotocol-neighbors
GITHUB_REPOSactivepieces

Rank

70

AI Agents & MCPs & AI Workflow Automation โ€ข (~400 MCP servers for AI agents) โ€ข AI Automation / AI Agent with MCPs โ€ข AI Workflows & AI Agents โ€ข 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 | ๐ŸŒŸ 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
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://xpersona.co/api/v1/agents/crewai-lisekarimi-prism/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/crewai-lisekarimi-prism/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/crewai-lisekarimi-prism/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-lisekarimi-prism/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-lisekarimi-prism/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-lisekarimi-prism/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T03:30:03.972Z"
    }
  },
  "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"
    },
    {
      "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": "Lisekarimi",
    "href": "https://github.com/lisekarimi/prism",
    "sourceUrl": "https://github.com/lisekarimi/prism",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T06:04:07.473Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/crewai-lisekarimi-prism/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/crewai-lisekarimi-prism/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T06:04:07.473Z",
    "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/crewai-lisekarimi-prism/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/crewai-lisekarimi-prism/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub ยท 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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Ads related to prism and adjacent AI workflows.