How should fintech-veille 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

fintech-veille answer-first brief

RSS feed aggregator for fintech, payments, and crypto news. Fetches from 12+ sources (PYMNTS, Finextra, CoinDesk, Sifted, etc.), scores by relevance, and outputs top articles. Configurable category weights and regional boosts (Morocco/MEA priority). Use for daily news digests, market monitoring, or scheduled alerts. --- name: fintech-veille description: RSS feed aggregator for fintech, payments, and crypto news. Fetches from 12+ sources (PYMNTS, Finextra, CoinDesk, Sifted, etc.), scores by relevance, and outputs top articles. Configurable category weights and regional boosts (Morocco/MEA priority). Use for daily news digests, market monitoring, or scheduled alerts. --- Fintech Veille RSS aggregator for fintech/payments/crypto ne Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.

Freshness

Last checked 4/14/2026

Best For

fintech-veille 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, GITHUB OPENCLEW, runtime-metrics, public facts pack

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 94/100

fintech-veille

OpenClawself-declared

Public facts

Change events

Artifacts

Freshness

Apr 14, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 14, 2026

Vendor

Belkouche

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Unpublished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 4/14/2026.

View Source

Setup snapshot

git clone https://github.com/Belkouche/fintech-veille.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

Belkouche

profilemedium

Observed Apr 14, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium

Observed Apr 14, 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 OPENCLEW

Extracted files

Examples

Snippets

Languages

typescript

Parameters

Executable Examples

bash

# Run the aggregator
~/clawd/skills/fintech-veille/scripts/run.sh

json

"category_weights": {
  "payments": 2.0,    // Highest priority
  "fintech": 1.5,     // Medium priority  
  "crypto": 0.6       // Lower priority
}

json

"region_boosts": {
  "morocco": 8,       // Strong boost for Morocco
  "mea": 4            // Medium boost for MEA
}

bash

# Create venv (outside workspace to avoid EBADF)
cd /Users/belkouche/Projects
mkdir -p fintech-veille && cd fintech-veille
python3 -m venv venv
source venv/bin/activate
pip install feedparser requests

bash

# Example: 8h and 14h daily
openclaw cron add --name "Fintech Veille Morning" \
  --schedule "0 8 * * *" --tz "Africa/Casablanca" \
  --payload '{"kind":"systemEvent","text":"Run fintech-veille and send summary to WhatsApp"}' \
  --target main

json

{
  "generated_at": "2026-02-02T08:00:00",
  "total_fetched": 120,
  "new_articles": 45,
  "articles": [
    {
      "title": "Article title",
      "link": "https://...",
      "source": "PYMNTS",
      "category": "payments",
      "region": "us",
      "summary": "Brief summary..."
    }
  ]
}

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

name: fintech-veille description: RSS feed aggregator for fintech, payments, and crypto news. Fetches from 12+ sources (PYMNTS, Finextra, CoinDesk, Sifted, etc.), scores by relevance, and outputs top articles. Configurable category weights and regional boosts (Morocco/MEA priority). Use for daily news digests, market monitoring, or scheduled alerts.

Fintech Veille

RSS aggregator for fintech/payments/crypto news with smart scoring.

Quick Start

# Run the aggregator
~/clawd/skills/fintech-veille/scripts/run.sh

Output is JSON with top 10 articles, ready for formatting.

Configuration

Edit config.json to customize:

Category Weights

"category_weights": {
  "payments": 2.0,    // Highest priority
  "fintech": 1.5,     // Medium priority  
  "crypto": 0.6       // Lower priority
}

Regional Boosts

"region_boosts": {
  "morocco": 8,       // Strong boost for Morocco
  "mea": 4            // Medium boost for MEA
}

Feeds

Add/remove RSS feeds in the feeds array. Each feed needs:

name: Display name
url: RSS feed URL
category: payments | fintech | crypto
region: global | us | eu | apac | mea

Default Feeds

| Source | Category | Region | |--------|----------|--------| | Finextra | payments | global | | The Paypers | payments | global | | PYMNTS | payments | us | | Fintech Futures | fintech | eu | | Sifted | fintech | eu | | CoinDesk | crypto | global | | The Block | crypto | global | | TechCrunch Fintech | fintech | us | | Disrupt Africa | fintech | mea | | TechCabal | fintech | mea | | Fintechnews SG | fintech | apac | | KrASIA | fintech | apac |

Scoring Algorithm

Keyword match: +2 per high-value keyword (payment, funding, acquisition, etc.)
Morocco match: +8 if article mentions Morocco/Casablanca/Rabat
MEA match: +4 if article mentions Africa/Nigeria/Kenya/etc.
Category weight: Multiply by category weight
Recency boost: 1.5x if <6h old, 1.2x if <12h old

Setup Requirements

# Create venv (outside workspace to avoid EBADF)
cd /Users/belkouche/Projects
mkdir -p fintech-veille && cd fintech-veille
python3 -m venv venv
source venv/bin/activate
pip install feedparser requests

Cron Integration

Set up OpenClaw cron jobs for automated runs:

# Example: 8h and 14h daily
openclaw cron add --name "Fintech Veille Morning" \
  --schedule "0 8 * * *" --tz "Africa/Casablanca" \
  --payload '{"kind":"systemEvent","text":"Run fintech-veille and send summary to WhatsApp"}' \
  --target main

Output Format

{
  "generated_at": "2026-02-02T08:00:00",
  "total_fetched": 120,
  "new_articles": 45,
  "articles": [
    {
      "title": "Article title",
      "link": "https://...",
      "source": "PYMNTS",
      "category": "payments",
      "region": "us",
      "summary": "Brief summary..."
    }
  ]
}

Data Storage

Seen articles tracked in $FINTECH_VEILLE_DATA/seen_articles.json (default: /tmp/fintech-veille/).

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/belkouche-fintech-veille/snapshot"

curl -s "https://www.xpersona.co/api/v1/agents/belkouche-fintech-veille/contract"

curl -s "https://www.xpersona.co/api/v1/agents/belkouche-fintech-veille/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.

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

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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/belkouche-fintech-veille/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/belkouche-fintech-veille/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/belkouche-fintech-veille/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/belkouche-fintech-veille/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/belkouche-fintech-veille/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/belkouche-fintech-veille/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-09T02:25:46.902Z"
    }
  },
  "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": "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": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Belkouche",
    "href": "https://github.com/Belkouche/fintech-veille",
    "sourceUrl": "https://github.com/Belkouche/fintech-veille",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-14T22:25:15.604Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/belkouche-fintech-veille/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/belkouche-fintech-veille/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-14T22:25:15.604Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/belkouche-fintech-veille/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/belkouche-fintech-veille/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
  }
]