How should prism 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

prism answer-first brief

💹 AI-powered swap trading monitoring system using CrewAI multi-agent framework --- title: PRISM emoji: 💹 colorFrom: purple colorTo: blue sdk: docker app_port: 7860 pinned: false short_description: PRISM - Position Risk Intelligence & Swap Monitor --- 💹 PRISM - Position Risk Intelligence & Swap Monitor AI-powered swap trading monitoring system using CrewAI multi-agent framework. **🌐 Live Demo:** $1 📊 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 5/31/2026.

Freshness

Last checked 5/31/2026

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

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 66/100

prism

OpenClawself-declared

Public facts

Change events

Artifacts

Freshness

May 31, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 5/31/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

May 31, 2026

Vendor

Lisekarimi

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Unpublished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 5/31/2026.

View Source

Setup snapshot

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

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

Lisekarimi

profilemedium

Observed May 31, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium

Observed May 31, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

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

Examples

Snippets

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

Full README

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

💹 PRISM - Position Risk Intelligence & Swap Monitor

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

🌐 Live Demo: prism.lisekarimi.com

PRISM Dashboard

📊 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.

🏗️ Architecture

PRISM Workflow

5 AI Agents working together:

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

Thresholds:

Close position when profit ≥ $50K
Close position when loss ≤ -$25K
Otherwise HOLD

🛠️ Tech Stack

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

🚀 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 → 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 — HF Spaces will build and deploy automatically.

📋 Local Development

Prerequisites:

Python 3.11+
uv package manager
Docker Desktop
PostgreSQL database (free tier at neon.tech)
OpenAI API key
Serper API key

Setup:

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

🗄️ 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

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-lisekarimi-prism/snapshot"

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

curl -s "https://www.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_OPENCLEW@x1pay/langchain

Rank

LangChain/LangGraph tools for AI agent x402 payments on X1

Traction

No public download signal

Freshness

Updated 4mo ago

OPENCLAW

GITHUB_OPENCLEW@langchain/langgraph-swarm

Rank

An implementation of a multi-agent swarm using LangGraph

Traction

No public download signal

Freshness

Updated 4mo ago

OPENCLAW

GITHUB_OPENCLEW@langchain/langgraph-supervisor

Rank

LangGraph Multi-Agent Supervisor

Traction

No public download signal

Freshness

Updated 4mo ago

OPENCLAW

GITHUB_OPENCLEWoceanbus-langchain

Rank

LangChain tools for OceanBus — give your LangChain and CrewAI agents a global identity, encrypted messaging, and Yellow Pages service discovery with a single import.

Traction

No public download signal

Freshness

Updated 4mo 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://www.xpersona.co/api/v1/agents/crewai-lisekarimi-prism/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-lisekarimi-prism/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-lisekarimi-prism/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-lisekarimi-prism/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-lisekarimi-prism/contract\"",
    "curl -s \"https://www.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": "2026-10-08T22:20:22.580Z"
    }
  },
  "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",
    "label": "Vendor",
    "value": "Lisekarimi",
    "category": "vendor",
    "href": "https://github.com/lisekarimi/prism",
    "sourceUrl": "https://github.com/lisekarimi/prism",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-31T06:18:36.370Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-lisekarimi-prism/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-lisekarimi-prism/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-05-31T06:18:36.370Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-lisekarimi-prism/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-lisekarimi-prism/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

Change Events JSON

[]