Crawler Summary

python-to-go-converter answer-first brief

Automatically converts Python code to optimized Go code for performance-critical applications. --- name: python-to-go-converter description: Automatically converts Python code to optimized Go code for performance-critical applications. --- SKILL.md — Python to Go Converter Overview This skill automatically converts Python source code to idiomatic, compilable Go code. It handles type mappings, import translations, and produces clean Go output suitable for performance-critical applications. Capabilities - Conver Capability contract not published. No trust telemetry is available yet. Last updated 3/1/2026.

Freshness

Last checked 3/1/2026

Best For

python-to-go-converter is best for for 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

python-to-go-converter

Automatically converts Python code to optimized Go code for performance-critical applications. --- name: python-to-go-converter description: Automatically converts Python code to optimized Go code for performance-critical applications. --- SKILL.md — Python to Go Converter Overview This skill automatically converts Python source code to idiomatic, compilable Go code. It handles type mappings, import translations, and produces clean Go output suitable for performance-critical applications. Capabilities - Conver

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Mar 1, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 3/1/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Mar 1, 2026

Vendor

Neoskillfactory

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Unpublished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 3/1/2026.

Setup snapshot

git clone https://github.com/NeoSkillFactory/python-to-go-converter.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

Neoskillfactory

profilemedium
Observed Mar 1, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Mar 1, 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

2

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

python-to-go-converter convert <input.py> [--output <output.go>]

bash

# Convert a single file
python-to-go-converter convert examples/basic.py --output output.go

# Convert with diagnostics
python-to-go-converter convert myscript.py --verbose

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Automatically converts Python code to optimized Go code for performance-critical applications. --- name: python-to-go-converter description: Automatically converts Python code to optimized Go code for performance-critical applications. --- SKILL.md — Python to Go Converter Overview This skill automatically converts Python source code to idiomatic, compilable Go code. It handles type mappings, import translations, and produces clean Go output suitable for performance-critical applications. Capabilities - Conver

Full README

name: python-to-go-converter description: Automatically converts Python code to optimized Go code for performance-critical applications.

SKILL.md — Python to Go Converter

Overview

This skill automatically converts Python source code to idiomatic, compilable Go code. It handles type mappings, import translations, and produces clean Go output suitable for performance-critical applications.

Capabilities

  • Convert Python source files to Go with preserved functionality
  • Intelligent Python-to-Go type mapping (int, str, list, dict, classes, etc.)
  • Translate common Python standard library imports to Go equivalents
  • Generate properly formatted Go code with comments
  • Provide detailed error diagnostics for unsupported Python features
  • CLI interface for batch conversion and agent integration
  • Support for functions, classes, control flow, and basic data structures

Installation

The skill is installed as part of an OpenClaw skill package. Ensure dependencies are met (Python 3.8+, go compiler in PATH).

Usage

CLI Invocation

python-to-go-converter convert <input.py> [--output <output.go>]

Agent Integration

The skill exposes a single-turn execution model. Provide Python code as input, receive Go code as output.

Examples

# Convert a single file
python-to-go-converter convert examples/basic.py --output output.go

# Convert with diagnostics
python-to-go-converter convert myscript.py --verbose

Error Handling

The converter produces non-zero exit codes on failure and writes diagnostics to stderr. Common errors include:

  • Unsupported Python syntax (decorators, metaclasses, async generators)
  • Library dependencies without Go equivalents
  • Type inference failures

See error_codes.json for the full error catalog.

Files

  • scripts/converter.py — Main CLI and conversion orchestration
  • scripts/ast_parser.py — Python AST parsing and analysis
  • scripts/go_generator.py — Go code emission and formatting
  • scripts/type_mapper.py — Type system translation rules
  • scripts/import_handler.py — Import resolution and library mapping
  • references/python_to_go_mappings.json — Feature mapping table
  • references/stdlib_equivalents.json — Standard library translations
  • references/error_codes.json — Error code definitions
  • examples/ — Example conversions and test cases
  • tests/ — Unit tests and validation suite

Limitations

  • Does not convert GUI frameworks (Tkinter, PyQt)
  • No support for dynamic metaprogramming (eval, exec, setattr magic)
  • Machine learning libraries (NumPy, TensorFlow) require manual rewrite
  • Perfect 1:1 runtime behavior is not guaranteed; testing required

Performance

Typical conversion times: small scripts (<100 LOC) < 1s; medium (500 LOC) ~2-3s; large codebases scale linearly. Conversion is CPU-bound on Python parsing and AST traversal.

Support

For issues, feature requests, or contributions, refer to the skill repository.

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://www.xpersona.co/api/v1/agents/neoskillfactory-python-to-go-converter/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/neoskillfactory-python-to-go-converter/contract"
curl -s "https://www.xpersona.co/api/v1/agents/neoskillfactory-python-to-go-converter/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.

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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/neoskillfactory-python-to-go-converter/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/neoskillfactory-python-to-go-converter/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/neoskillfactory-python-to-go-converter/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/neoskillfactory-python-to-go-converter/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/neoskillfactory-python-to-go-converter/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/neoskillfactory-python-to-go-converter/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-09T06:27:37.413Z"
    }
  },
  "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": "for",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:for|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": "Neoskillfactory",
    "href": "https://github.com/NeoSkillFactory/python-to-go-converter",
    "sourceUrl": "https://github.com/NeoSkillFactory/python-to-go-converter",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-03-01T06:01:51.370Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/neoskillfactory-python-to-go-converter/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/neoskillfactory-python-to-go-converter/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-03-01T06:01:51.370Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/neoskillfactory-python-to-go-converter/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/neoskillfactory-python-to-go-converter/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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