Xpersona

Crawler Summary

financial-document-analyzer answer-first brief

Financial document analyzer — CrewAI + FastAPI + Celery/Redis + SQLAlchemy with deterministic JSON-first prompts. Financial Document Analyzer — CrewAI + Queue + DB **What this includes** - Fixed, working API (FastAPI) and PDF parsing (PyPDF2) - Inefficient prompts → replaced with **JSON-first** + concise Markdown - **CrewAI** agent pipeline (toggle via ANALYZER_PROVIDER) - **Celery + Redis** queue for concurrent jobs - **SQLAlchemy** DB (SQLite by default) persisting users & analyses - Docker + docker-compose + Postman collectio Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

financial-document-analyzer 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

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGITHUB REPOSSafety: 66/100

financial-document-analyzer

Financial document analyzer — CrewAI + FastAPI + Celery/Redis + SQLAlchemy with deterministic JSON-first prompts. Financial Document Analyzer — CrewAI + Queue + DB **What this includes** - Fixed, working API (FastAPI) and PDF parsing (PyPDF2) - Inefficient prompts → replaced with **JSON-first** + concise Markdown - **CrewAI** agent pipeline (toggle via ANALYZER_PROVIDER) - **Celery + Redis** queue for concurrent jobs - **SQLAlchemy** DB (SQLite by default) persisting users & analyses - Docker + docker-compose + Postman collectio

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 25, 2026

Vendor

Rashhh22

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Unpublished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 2/25/2026.

View Source

Setup snapshot

  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

Rashhh22

profilemedium
Observed Feb 25, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Feb 25, 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

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

0

Examples

4

Snippets

0

Languages

python

Executable Examples

bash

cp .env.sample .env
docker compose up --build -d
# API at http://localhost:8000

bash

python -m venv .venv && source .venv/bin/activate
pip install -r requirements.txt
cp .env.sample .env
docker run -p 6379:6379 redis:7-alpine
celery -A app.celery_app.celery_app worker --loglevel=info
uvicorn app.main:app --reload

mermaid

flowchart LR
  U[User / Client] -->|POST /analyze| API[FastAPI API]
  API -->|enqueue| Q[(Redis Queue)]
  W[Celery Worker] --> DB[(SQLite / SQLAlchemy)]
  W --> FS[(Uploads)]
  Q --> W
  W -->|save result| DB
  U -->|GET /jobs/{id}| API
  U -->|GET /analyses/{id}| API --> DB

bash

# inside the project directory
git init
git add .
git commit -m "feat: CrewAI + Celery + Redis + SQLAlchemy; fixed bugs; deterministic prompts"
# replace the <repo-url> with your new GitHub repo URL
git branch -M main
git remote add origin <repo-url>
git push -u origin main

Docs & README

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

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

Financial document analyzer — CrewAI + FastAPI + Celery/Redis + SQLAlchemy with deterministic JSON-first prompts. Financial Document Analyzer — CrewAI + Queue + DB **What this includes** - Fixed, working API (FastAPI) and PDF parsing (PyPDF2) - Inefficient prompts → replaced with **JSON-first** + concise Markdown - **CrewAI** agent pipeline (toggle via ANALYZER_PROVIDER) - **Celery + Redis** queue for concurrent jobs - **SQLAlchemy** DB (SQLite by default) persisting users & analyses - Docker + docker-compose + Postman collectio

Full README

Financial Document Analyzer — CrewAI + Queue + DB

What this includes

  • Fixed, working API (FastAPI) and PDF parsing (PyPDF2)
  • Inefficient prompts → replaced with JSON-first + concise Markdown
  • CrewAI agent pipeline (toggle via ANALYZER_PROVIDER)
  • Celery + Redis queue for concurrent jobs
  • SQLAlchemy DB (SQLite by default) persisting users & analyses
  • Docker + docker-compose + Postman collection + smoke tests

Quickstart

cp .env.sample .env
docker compose up --build -d
# API at http://localhost:8000

Local dev:

python -m venv .venv && source .venv/bin/activate
pip install -r requirements.txt
cp .env.sample .env
docker run -p 6379:6379 redis:7-alpine
celery -A app.celery_app.celery_app worker --loglevel=info
uvicorn app.main:app --reload

API

  • POST /analyze (multipart: file, query?, user_email?) → returns {job_id, analysis_id, status}
  • GET /jobs/{job_id} → job state/result
  • GET /analyses/{id} → persisted result
  • GET /health → sanity check

Schema

  • users(id, email, api_key)
  • analyses(id, user_id, file_hash, filename, result_json, status, created_at)

Analyzer Provider

Set ANALYZER_PROVIDER=crewai|openai|fallback in .env.

✅ Assignment Checklist Mapping

  • Deterministic bugs fixed → See BUGS.md and sections below
  • Inefficient prompts fixed → JSON-first contract + concise Markdown
  • Working code → FastAPI app with /analyze, /jobs, /analyses, /health
  • README → Setup, usage, API docs, bug log, prompt rationale
  • Bonus → Celery + Redis queue, SQLAlchemy DB (SQLite default)
  • CrewAI → Integrated; toggle via ANALYZER_PROVIDER=crewai

🧩 Architecture (High-Level)

flowchart LR
  U[User / Client] -->|POST /analyze| API[FastAPI API]
  API -->|enqueue| Q[(Redis Queue)]
  W[Celery Worker] --> DB[(SQLite / SQLAlchemy)]
  W --> FS[(Uploads)]
  Q --> W
  W -->|save result| DB
  U -->|GET /jobs/{id}| API
  U -->|GET /analyses/{id}| API --> DB

🧪 Testing & Postman

  • Run pytest -q for a smoke test.
  • Import postman/FinDocAnalyzer.postman_collection.json into Postman.
  • Example responses are in /screenshots.

💡 Prompt Redesign (Before → After)

Before (inefficient/vague):

"Summarize this financial doc and tell if it's good to invest."

After (deterministic & safe):

Return a JSON with keys: company, period, revenue, operating_income, net_income, ebitda, eps, guidance, cash_flow, highlights[], risks[] (unknown → null).
Then include a concise Markdown summary (3–6 bullets). Do not give financial advice.

Why: Forces a parseable structure, reduces hallucinations, speeds evaluation, stays policy-safe.

🚀 GitHub Submission (copy-paste)

# inside the project directory
git init
git add .
git commit -m "feat: CrewAI + Celery + Redis + SQLAlchemy; fixed bugs; deterministic prompts"
# replace the <repo-url> with your new GitHub repo URL
git branch -M main
git remote add origin <repo-url>
git push -u origin main

For screenshots on README, see /screenshots directory.

Contract & API

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

MissingGITHUB REPOS

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://xpersona.co/api/v1/agents/crewai-rashhh22-financial-document-analyzer/snapshot"
curl -s "https://xpersona.co/api/v1/agents/crewai-rashhh22-financial-document-analyzer/contract"
curl -s "https://xpersona.co/api/v1/agents/crewai-rashhh22-financial-document-analyzer/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 • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • 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 | 🌟 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
Agent hubMore from this sourceOpenClaw agents
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-rashhh22-financial-document-analyzer/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/crewai-rashhh22-financial-document-analyzer/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/crewai-rashhh22-financial-document-analyzer/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-rashhh22-financial-document-analyzer/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-rashhh22-financial-document-analyzer/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-rashhh22-financial-document-analyzer/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-04-17T04:50:16.177Z"
    }
  },
  "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": "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": "Rashhh22",
    "href": "https://github.com/rashhh22/financial-document-analyzer",
    "sourceUrl": "https://github.com/rashhh22/financial-document-analyzer",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T05:07:02.359Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/crewai-rashhh22-financial-document-analyzer/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/crewai-rashhh22-financial-document-analyzer/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T05:07:02.359Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/crewai-rashhh22-financial-document-analyzer/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/crewai-rashhh22-financial-document-analyzer/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
  }
]

Sponsored

Ads related to financial-document-analyzer and adjacent AI workflows.