{"id":"64610b02-87ee-432e-afc2-a9dba49631db","entityType":"agent","slug":"clawhub-terrycarter1985-python-support","name":"Python Support","canonicalUrl":"https://www.xpersona.co/agent/clawhub-terrycarter1985-python-support","canonicalPath":"/agent/clawhub-terrycarter1985-python-support","generatedAt":"2026-10-11T07:38:51.859Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T04:50:05.733Z","emptyReason":null},"description":"Python language support for OpenClaw agents. Provides environment setup, dependency management, linting, testing, and best practices for Python code executio... Skill: Python Support Owner: terrycarter1985 Summary: Python language support for OpenClaw agents. Provides environment setup, dependency management, linting, testing, and best practices for Python code executio... Tags: latest:1.0.0 Version history: v1.0.0 | 2026-04-19T20:56:23.247Z | auto Initial release of python-support skill. - Provides Python environment setup, dependency management, linting, testing, and execu","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 1.2K downloads reported by the source. Last updated 10/11/2026.","installCommand":"clawhub skill install s17brwfrqyjhbjgadkvar20h8x8492g8:python-support","sourceUrl":"https://clawhub.ai/terrycarter1985/python-support","homepage":"https://clawhub.ai/terrycarter1985/skills/python-support","primaryLinks":[{"label":"View on ClawHub","url":"https://clawhub.ai/terrycarter1985/python-support","kind":"source"},{"label":"Homepage","url":"https://clawhub.ai/terrycarter1985/skills/python-support","kind":"homepage"}],"safetyScore":84,"overallRank":62,"popularityScore":61,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Python language support for OpenClaw agents. Provides environment setup, dependency management, linting, testing, and best practices for Python code executio..."},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T04:50:05.733Z","emptyReason":null},"protocols":[{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[],"verifiedCount":0,"selfDeclaredCount":1,"capabilityMatrix":{"rows":[{"key":"OPENCLEW","type":"protocol","support":"unknown","confidenceSource":"profile","notes":"Listed on profile"}],"flattenedTokens":"protocol:OPENCLEW|unknown|profile"}},"adoption":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-11T04:50:05.733Z","emptyReason":null},"stars":null,"forks":null,"downloads":1155,"packageName":null,"latestVersion":"1.0.0","tractionLabel":"1.2K downloads"},"release":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-11T04:50:05.660Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T04:50:05.733Z","lastCrawledAt":"2026-10-11T04:50:05.660Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-12T04:50:05.660Z","lastVerifiedAt":null,"highlights":[{"version":"1.0.0","createdAt":"2026-04-19T20:56:23.247Z","changelog":"Initial release of python-support skill. - Provides Python environment setup, dependency management, linting, testing, and execution best practices for OpenClaw agents. - Includes quick start guides for environment checks, running scripts, and safe package installation. - Recommends best practices for script execution, error handling, file encoding, cross-platform path management, and output formatting. - Links to references for style guidelines, testing patterns, and debugging tips.","fileCount":4,"zipByteSize":2865}]},"execution":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":"clawhub skill install s17brwfrqyjhbjgadkvar20h8x8492g8:python-support","setupComplexity":"medium","setupSteps":["Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.","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."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-terrycarter1985-python-support/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-terrycarter1985-python-support/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-terrycarter1985-python-support/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-terrycarter1985-python-support/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-terrycarter1985-python-support/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-terrycarter1985-python-support/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"CLAWHUB","generatedAt":"2026-10-11T07:38:51.858Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/clawhub-terrycarter1985-python-support/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-terrycarter1985-python-support/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-terrycarter1985-python-support/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-terrycarter1985-python-support/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"high","updatedAt":"2026-10-11T04:50:05.733Z","emptyReason":null},"readme":"Skill: Python Support\n\nOwner: terrycarter1985\n\nSummary: Python language support for OpenClaw agents. Provides environment setup, dependency management, linting, testing, and best practices for Python code executio...\n\nTags: latest:1.0.0\n\nVersion history:\n\nv1.0.0 | 2026-04-19T20:56:23.247Z | auto\n\nInitial release of python-support skill.\n\n- Provides Python environment setup, dependency management, linting, testing, and execution best practices for OpenClaw agents.\n- Includes quick start guides for environment checks, running scripts, and safe package installation.\n- Recommends best practices for script execution, error handling, file encoding, cross-platform path management, and output formatting.\n- Links to references for style guidelines, testing patterns, and debugging tips.\n\nArchive index:\n\nArchive v1.0.0: 4 files, 2865 bytes\n\nFiles: references/style-guide.md (880b), skill-card.md (1711b), SKILL.md (1784b), _meta.json (133b)\n\nFile v1.0.0:SKILL.md\n\n---\nname: python-support\ndescription: Python language support for OpenClaw agents. Provides environment setup, dependency management, linting, testing, and best practices for Python code execution. Use when running Python scripts, managing virtual environments, installing packages, debugging Python code, or ensuring code quality with linting and formatting.\n---\n# Python Support\n\n## Quick Start\n\nUse this skill for all Python-related operations in OpenClaw.\n\n### Environment Check\n\nVerify Python environment:\n```bash\npython3 --version\npip3 --list\nwhich python3\n```\n\n### Running Scripts\n\nAlways use absolute paths and specify Python interpreter explicitly:\n```bash\npython3 /path/to/script.py\n```\n\n### Dependency Management\n\n**Install packages safely:**\n```bash\npip3 install --quiet package-name\n```\n\nFor one-off scripts requiring dependencies, use inline installation with verification:\n```python\nimport subprocess\nimport sys\n\ndef ensure_package(package):\n    try:\n        __import__(package)\n    except ImportError:\n        subprocess.check_call([sys.executable, \"-m\", \"pip\", \"install\", \"--quiet\", package])\n```\n\n### Best Practices\n\n1. **Shebang**: Use `#!/usr/bin/env python3` for executable scripts\n2. **Error handling**: Always include try/except blocks for external operations\n3. **Encoding**: Specify `encoding=\"utf-8\"` for all file operations\n4. **Paths**: Use `pathlib.Path` for cross-platform path handling\n5. **Output**: Prefer JSON or machine-readable formats for structured output\n\n### References\n\n- See [references/style-guide.md](references/style-guide.md) for Python style guidelines\n- See [references/testing-patterns.md](references/testing-patterns.md) for testing patterns\n- See [references/debugging-tips.md](references/debugging-tips.md) for debugging techniques\n\nFile v1.0.0:_meta.json\n\n{\n  \"ownerId\": \"kn72jmd20ws94jr0p8b3p24wyn82abgj\",\n  \"slug\": \"python-support\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1776632183247\n}\n\nFile v1.0.0:references/style-guide.md\n\n# Python Style Guide\n\n## PEP 8 Compliance\n\nFollow PEP 8 guidelines with these specific adjustments:\n\n- Line length: 100 characters (not 79)\n- String quotes: Use double quotes for human-readable text, single quotes otherwise\n- Type hints: Required for all public function signatures\n\n## Code Structure\n\n```python\n#!/usr/bin/env python3\n\"\"\"Module docstring.\"\"\"\n\nimport subprocess\nimport sys\nfrom pathlib import Path\nfrom typing import Optional\n\ndef function_name(param1: str, param2: Optional[int] = None) -> bool:\n    \"\"\"Function docstring.\"\"\"\n    return True\n\nif __name__ == \"__main__\":\n    main()\n```\n\n## Error Handling\n\n```python\ntry:\n    result = subprocess.run(\n        [\"command\", \"arg1\"],\n        capture_output=True,\n        text=True,\n        check=True\n    )\nexcept subprocess.CalledProcessError as e:\n    print(f\"Error: {e.stderr}\", file=sys.stderr)\n    sys.exit(1)\n```\n\nFile v1.0.0:skill-card.md\n\n## Description:\n\nPython Support gives OpenClaw agents guidance for Python environment setup, dependency management, script execution, linting, testing, debugging, and code-quality practices.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[terrycarter1985](https://clawhub.ai/user/terrycarter1985)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers and engineers use this skill to help agents perform Python-related work consistently, including environment checks, script execution, dependency setup, and code-quality practices.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill may lead agents to install Python packages quietly or automatically, which can be risky in shared environments or when working with untrusted code.\n\nMitigation: Require explicit approval for package installs, prefer isolated virtual environments, and use pinned, reviewed dependencies.\n\n## Reference(s):\n\n- [Python Style Guide](references/style-guide.md)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, shell commands, configuration, guidance]\n\n**Output Format:** [Markdown guidance with bash and Python code blocks]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May include commands for environment inspection, package installation, script execution, testing, linting, and formatting.]\n\n## Skill Version(s):\n\n1.0.0 (source: server release metadata)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.","readmeExcerpt":"Skill: Python Support Owner: terrycarter1985 Summary: Python language support for OpenClaw agents. Provides environment setup, dependency management, linting, testing, and best practices for Python code executio... Tags: latest:1.0.0 Version history: v1.0.0 | 2026-04-19T20:56:23.247Z | auto Initial release of python-support skill. - Provides Python environment setup, dependency management, linting, testing, and execu","codeSnippets":[],"executableExamples":[{"language":"bash","snippet":"python3 --version\npip3 --list\nwhich python3"},{"language":"bash","snippet":"python3 /path/to/script.py"},{"language":"bash","snippet":"pip3 install --quiet package-name"},{"language":"python","snippet":"import subprocess\nimport sys\n\ndef ensure_package(package):\n    try:\n        __import__(package)\n    except ImportError:\n        subprocess.check_call([sys.executable, \"-m\", \"pip\", \"install\", \"--quiet\", package])"},{"language":"python","snippet":"#!/usr/bin/env python3\n\"\"\"Module docstring.\"\"\"\n\nimport subprocess\nimport sys\nfrom pathlib import Path\nfrom typing import Optional\n\ndef function_name(param1: str, param2: Optional[int] = None) -> bool:\n    \"\"\"Function docstring.\"\"\"\n    return True\n\nif __name__ == \"__main__\":\n    main()"},{"language":"python","snippet":"try:\n    result = subprocess.run(\n        [\"command\", \"arg1\"],\n        capture_output=True,\n        text=True,\n        check=True\n    )\nexcept subprocess.CalledProcessError as e:\n    print(f\"Error: {e.stderr}\", file=sys.stderr)\n    sys.exit(1)"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: python-support\ndescription: Python language support for OpenClaw agents. Provides environment setup, dependency management, linting, testing, and best practices for Python code execution. Use when running Python scripts, managing virtual environments, installing packages, debugging Python code, or ensuring code quality with linting and formatting.\n---\n# Python Support\n\n## Quick Start\n\nUse this skill for all Python-related operations in OpenClaw.\n\n### Environment Check\n\nVerify Python environment:\n```bash\npython3 --version\npip3 --list\nwhich python3\n```\n\n### Running Scripts\n\nAlways use absolute paths and specify Python interpreter explicitly:\n```bash\npython3 /path/to/script.py\n```\n\n### Dependency Management\n\n**Install packages safely:**\n```bash\npip3 install --quiet package-name\n```\n\nFor one-off scripts requiring dependencies, use inline installation with verification:\n```python\nimport subprocess\nimport sys\n\ndef ensure_package(package):\n    try:\n        __import__(package)\n    except ImportError:\n        subprocess.check_call([sys.executable, \"-m\", \"pip\", \"install\", \"--quiet\", package])\n```\n\n### Best Practices\n\n1. **Shebang**: Use `#!/usr/bin/env python3` for executable scripts\n2. **Error handling**: Always include try/except blocks for external operations\n3. **Encoding**: Specify `encoding=\"utf-8\"` for all file operations\n4. **Paths**: Use `pathlib.Path` for cross-platform path handling\n5. **Output**: Prefer JSON or machine-readable formats for structured output\n\n### References\n\n- See [references/style-guide.md](references/style-guide.md) for Python style guidelines\n- See [references/testing-patterns.md](references/testing-patterns.md) for testing patterns\n- See [references/debugging-tips.md](references/debugging-tips.md) for debugging techniques"},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn72jmd20ws94jr0p8b3p24wyn82abgj\",\n  \"slug\": \"python-support\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1776632183247\n}"},{"path":"references/style-guide.md","content":"# Python Style Guide\n\n## PEP 8 Compliance\n\nFollow PEP 8 guidelines with these specific adjustments:\n\n- Line length: 100 characters (not 79)\n- String quotes: Use double quotes for human-readable text, single quotes otherwise\n- Type hints: Required for all public function signatures\n\n## Code Structure\n\n```python\n#!/usr/bin/env python3\n\"\"\"Module docstring.\"\"\"\n\nimport subprocess\nimport sys\nfrom pathlib import Path\nfrom typing import Optional\n\ndef function_name(param1: str, param2: Optional[int] = None) -> bool:\n    \"\"\"Function docstring.\"\"\"\n    return True\n\nif __name__ == \"__main__\":\n    main()\n```\n\n## Error Handling\n\n```python\ntry:\n    result = subprocess.run(\n        [\"command\", \"arg1\"],\n        capture_output=True,\n        text=True,\n        check=True\n    )\nexcept subprocess.CalledProcessError as e:\n    print(f\"Error: {e.stderr}\", file=sys.stderr)\n    sys.exit(1)\n```"},{"path":"skill-card.md","content":"## Description:\n\nPython Support gives OpenClaw agents guidance for Python environment setup, dependency management, script execution, linting, testing, debugging, and code-quality practices.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[terrycarter1985](https://clawhub.ai/user/terrycarter1985)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers and engineers use this skill to help agents perform Python-related work consistently, including environment checks, script execution, dependency setup, and code-quality practices.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill may lead agents to install Python packages quietly or automatically, which can be risky in shared environments or when working with untrusted code.\n\nMitigation: Require explicit approval for package installs, prefer isolated virtual environments, and use pinned, reviewed dependencies.\n\n## Reference(s):\n\n- [Python Style Guide](references/style-guide.md)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, shell commands, configuration, guidance]\n\n**Output Format:** [Markdown guidance with bash and Python code blocks]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May include commands for environment inspection, package installation, script execution, testing, linting, and formatting.]\n\n## Skill Version(s):\n\n1.0.0 (source: server release metadata)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment."}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"Python language support for OpenClaw agents. Provides environment setup, dependency management, linting, testing, and best practices for Python code executio... Skill: Python Support Owner: terrycarter1985 Summary: Python language support for OpenClaw agents. Provides environment setup, dependency management, linting, testing, and best practices for Python code executio... Tags: latest:1.0.0 Version history: v1.0.0 | 2026-04-19T20:56:23.247Z | auto Initial release of python-support skill. - Provides Python environment setup, dependency management, linting, testing, and execu","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":860,"uniquenessScore":52,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T04:50:05.733Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-11T04:50:05.733Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-11T07:38:51.859Z","emptyReason":null},"items":[{"id":"8ebccd8e-3863-4187-8355-c3f14e1f9edf","entityType":"agent","canonicalPath":"/agent/iofficeai-aionui","slug":"iofficeai-aionui","name":"AionUi","description":"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!","url":"https://github.com/iOfficeAI/AionUi","homepage":"https://www.aionui.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-10-09T19:11:12.944Z","createdAt":"2026-02-25T03:38:16.584Z","downloads":null},{"id":"b917f68a-ebff-438e-84f8-3f4b2494c0bc","entityType":"agent","canonicalPath":"/agent/activepieces-activepieces","slug":"activepieces-activepieces","name":"activepieces","description":"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","url":"https://github.com/activepieces/activepieces","homepage":"https://www.activepieces.com","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-15T02:22:12.426Z","createdAt":"2026-02-25T03:38:12.412Z","downloads":null},{"id":"5cb26759-3a39-483f-94cf-276a98c13bb8","entityType":"agent","canonicalPath":"/agent/cherryhq-cherry-studio","slug":"cherryhq-cherry-studio","name":"cherry-studio","description":"AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs","url":"https://github.com/CherryHQ/cherry-studio","homepage":"https://cherry-ai.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-11T14:38:40.986Z","createdAt":"2026-02-25T03:38:19.379Z","downloads":null},{"id":"6f6582d0-5d76-4f0f-b81d-86520247950b","entityType":"agent","canonicalPath":"/agent/copilotkit-copilotkit","slug":"copilotkit-copilotkit","name":"CopilotKit","description":"The Frontend for Agents & Generative UI. React + Angular","url":"https://github.com/CopilotKit/CopilotKit","homepage":"https://docs.copilotkit.ai","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-03-25T09:50:57.846Z","createdAt":"2026-02-25T03:39:14.617Z","downloads":null}],"links":{"hub":"/agent","source":"/agent/source/clawhub","protocols":[{"label":"OpenClaw","href":"/agent/protocol/openclew"}]}}}