Crawler Summary

muhl-fund-api-skill answer-first brief

Muhl Fund API Skill Muhl Fund API Skill Interact with the Muhlmann Fund Cashflow Model API to manage funds, events, NAV snapshots, forecasts, FX rates, and generate Excel financial models. Triggers Use this skill when the user asks about: - Fund data, portfolio status, fund performance - Financial model generation or Excel exports - Uploading fund documents (capital calls, distributions, quarterly reports) - NAV snapshots, forecasts, FX Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

muhl-fund-api-skill is best for be 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: 89/100

muhl-fund-api-skill

Muhl Fund API Skill Muhl Fund API Skill Interact with the Muhlmann Fund Cashflow Model API to manage funds, events, NAV snapshots, forecasts, FX rates, and generate Excel financial models. Triggers Use this skill when the user asks about: - Fund data, portfolio status, fund performance - Financial model generation or Excel exports - Uploading fund documents (capital calls, distributions, quarterly reports) - NAV snapshots, forecasts, FX

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

Machine Machine

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Unpublished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.

Setup snapshot

git clone https://github.com/machine-machine/muhl-fund-api-skill.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

Machine Machine

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

Artifacts Archive

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

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

4

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

# Health check
python3 scripts/fund_api.py health

# List funds
python3 scripts/fund_api.py funds

# List events (optional: --fund "Crane 2" --type "Capital Call")
python3 scripts/fund_api.py events
python3 scripts/fund_api.py events --fund "Crane 2"

# NAV snapshots
python3 scripts/fund_api.py nav

# Forecast for a fund (optional: --years 10)
python3 scripts/fund_api.py forecast "Crane 2"

# Portfolio summary
python3 scripts/fund_api.py portfolio

# FX rates
python3 scripts/fund_api.py fx

# Export Excel model (saves to ./fund_model.xlsx)
python3 scripts/fund_api.py export

# Upload & process a PDF document
python3 scripts/fund_api.py process /path/to/document.pdf

# Schema
python3 scripts/fund_api.py schema

python

from fund_api import FundAPI

api = FundAPI()  # reads MUHL_AI_API_KEY from env
funds = api.list_funds()
forecast = api.get_forecast("Crane 2", years=5)
excel_path = api.export_excel("./model.xlsx")
result = api.process_document("/path/to/doc.pdf")
print(result["download_url"])

bash

# Check which portals have credentials configured
python3 scripts/portal_scraper.py

python

from portal_scraper import load_credentials, has_credentials, list_portals

creds = load_credentials("pear")  # Returns {url, user, password}
if has_credentials("pear"):
    # Use browser tool to login and scrape
    pass

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Muhl Fund API Skill Muhl Fund API Skill Interact with the Muhlmann Fund Cashflow Model API to manage funds, events, NAV snapshots, forecasts, FX rates, and generate Excel financial models. Triggers Use this skill when the user asks about: - Fund data, portfolio status, fund performance - Financial model generation or Excel exports - Uploading fund documents (capital calls, distributions, quarterly reports) - NAV snapshots, forecasts, FX

Full README

Muhl Fund API Skill

Interact with the Muhlmann Fund Cashflow Model API to manage funds, events, NAV snapshots, forecasts, FX rates, and generate Excel financial models.

Triggers

Use this skill when the user asks about:

  • Fund data, portfolio status, fund performance
  • Financial model generation or Excel exports
  • Uploading fund documents (capital calls, distributions, quarterly reports)
  • NAV snapshots, forecasts, FX rates
  • Anything related to Muhlmann/Crane funds

Environment

  • API Base URL: https://muhl-ai.machinemachine.ai
  • Auth: MUHL_AI_API_KEY environment variable (Bearer token)

Scripts

scripts/fund_api.py

Python client for all API endpoints. Can be used as a library or CLI:

# Health check
python3 scripts/fund_api.py health

# List funds
python3 scripts/fund_api.py funds

# List events (optional: --fund "Crane 2" --type "Capital Call")
python3 scripts/fund_api.py events
python3 scripts/fund_api.py events --fund "Crane 2"

# NAV snapshots
python3 scripts/fund_api.py nav

# Forecast for a fund (optional: --years 10)
python3 scripts/fund_api.py forecast "Crane 2"

# Portfolio summary
python3 scripts/fund_api.py portfolio

# FX rates
python3 scripts/fund_api.py fx

# Export Excel model (saves to ./fund_model.xlsx)
python3 scripts/fund_api.py export

# Upload & process a PDF document
python3 scripts/fund_api.py process /path/to/document.pdf

# Schema
python3 scripts/fund_api.py schema

As a library

from fund_api import FundAPI

api = FundAPI()  # reads MUHL_AI_API_KEY from env
funds = api.list_funds()
forecast = api.get_forecast("Crane 2", years=5)
excel_path = api.export_excel("./model.xlsx")
result = api.process_document("/path/to/doc.pdf")
print(result["download_url"])

Usage Pattern

  1. Check health: python3 scripts/fund_api.py health
  2. Get current state: List funds, events, portfolio
  3. Generate Excel: Export or process a document
  4. Share with user: Provide the download URL or send the file

Portal Scraping

Fund documents can be scraped directly from fund portals using browser automation.

Credentials

Stored in projects/muhl-bot-evolution/credentials/.env (never committed to git). Template has entries for each portal: PORTAL_URL, PORTAL_USER, PORTAL_PASS.

scripts/portal_scraper.py

Credential loader and portal registry:

# Check which portals have credentials configured
python3 scripts/portal_scraper.py
from portal_scraper import load_credentials, has_credentials, list_portals

creds = load_credentials("pear")  # Returns {url, user, password}
if has_credentials("pear"):
    # Use browser tool to login and scrape
    pass

Supported Portals

| Key | Portal | Funds | Auth | |-----|--------|-------|------| | pear | PEAR Online | Crane I, Crane II | JWT (browser login) | | goldman | Goldman Sachs | Petershill IV, West Street VIII | TBD | | peakbridge | PeakBridge | PeakBridge Newtrition | TBD |

PEAR Online Scraping Pattern

  1. Load creds: load_credentials("pear")
  2. Browser → navigate to login page
  3. Fill email/password, submit
  4. JWT stored in sessionStorage["-authenticationtoken"]
  5. Use JWT with Authorization: Bearer <token> for API calls
  6. Download endpoint: GET api/vehicle-files/lp-download-files?vehicleFileIds=...
  7. Select all checkboxes, intercept XHR to get file IDs, then curl download

Downloaded Documents

Saved to projects/muhl-bot-evolution/crane-docs/:

  • crane-i/extracted/ — 73 files (Crane Flight LP, 2018-2025)
  • crane-ii/extracted/ — 51 files (Crane II LP, 2021-2025)

References

  • references/api-guide.md — Full REST API documentation with all endpoints

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/machine-machine-muhl-fund-api-skill/snapshot"
curl -s "https://xpersona.co/api/v1/agents/machine-machine-muhl-fund-api-skill/contract"
curl -s "https://xpersona.co/api/v1/agents/machine-machine-muhl-fund-api-skill/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 5d 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
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/machine-machine-muhl-fund-api-skill/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/machine-machine-muhl-fund-api-skill/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/machine-machine-muhl-fund-api-skill/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/machine-machine-muhl-fund-api-skill/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/machine-machine-muhl-fund-api-skill/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/machine-machine-muhl-fund-api-skill/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-16T23:33:18.078Z"
    }
  },
  "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": "be",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:be|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": "Machine Machine",
    "href": "https://github.com/machine-machine/muhl-fund-api-skill",
    "sourceUrl": "https://github.com/machine-machine/muhl-fund-api-skill",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T01:47:50.478Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/machine-machine-muhl-fund-api-skill/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/machine-machine-muhl-fund-api-skill/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T01:47:50.478Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/machine-machine-muhl-fund-api-skill/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/machine-machine-muhl-fund-api-skill/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
  }
]

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