Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
通用编程助手(基于 Qoder CLI)- 提供完整的 AI 编程支持,包括交互式开发、自动化工作流、并行任务处理、代码审查、测试生成等全栈开发功能。Use when the user needs to write, debug, refactor code, run tests, manage workflows, or perform code reviews. --- name: universal-coding-assistant description: 通用编程助手(基于 Qoder CLI)- 提供完整的 AI 编程支持,包括交互式开发、自动化工作流、并行任务处理、代码审查、测试生成等全栈开发功能。Use when the user needs to write, debug, refactor code, run tests, manage workflows, or perform code reviews. --- Universal Coding Assistant (Qoder CLI) This skill integrates **Qoder CLI** as your primary AI-powered programming assistant, providing a unified interface for coding, debugging, tes Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
universal-coding-assistant is best for for workflows where MCP and 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
通用编程助手(基于 Qoder CLI)- 提供完整的 AI 编程支持,包括交互式开发、自动化工作流、并行任务处理、代码审查、测试生成等全栈开发功能。Use when the user needs to write, debug, refactor code, run tests, manage workflows, or perform code reviews. --- name: universal-coding-assistant description: 通用编程助手(基于 Qoder CLI)- 提供完整的 AI 编程支持,包括交互式开发、自动化工作流、并行任务处理、代码审查、测试生成等全栈开发功能。Use when the user needs to write, debug, refactor code, run tests, manage workflows, or perform code reviews. --- Universal Coding Assistant (Qoder CLI) This skill integrates **Qoder CLI** as your primary AI-powered programming assistant, providing a unified interface for coding, debugging, tes
Public facts
4
Change events
1
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
MCP, OpenClaw
Freshness
Feb 25, 2026
Vendor
Chengzheqiao
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Setup snapshot
git clone https://github.com/Chengzheqiao/universal-coding-assistant.gitSetup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Chengzheqiao
Protocol compatibility
MCP, OpenClaw
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
4
Snippets
0
Languages
typescript
Parameters
bash
qodercli -p "Fix the failing unit tests in auth module"
bash
qodercli # Starts interactive session with full capabilities
bash
qodercli --worktree "Implement payment processing API"
bash
# In TUI mode /review
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
通用编程助手(基于 Qoder CLI)- 提供完整的 AI 编程支持,包括交互式开发、自动化工作流、并行任务处理、代码审查、测试生成等全栈开发功能。Use when the user needs to write, debug, refactor code, run tests, manage workflows, or perform code reviews. --- name: universal-coding-assistant description: 通用编程助手(基于 Qoder CLI)- 提供完整的 AI 编程支持,包括交互式开发、自动化工作流、并行任务处理、代码审查、测试生成等全栈开发功能。Use when the user needs to write, debug, refactor code, run tests, manage workflows, or perform code reviews. --- Universal Coding Assistant (Qoder CLI) This skill integrates **Qoder CLI** as your primary AI-powered programming assistant, providing a unified interface for coding, debugging, tes
This skill integrates Qoder CLI as your primary AI-powered programming assistant, providing a unified interface for coding, debugging, testing, and project management.
AGENTS.md filesUse this skill whenever you need to:
qodercli -p "Fix the failing unit tests in auth module"
qodercli # Starts interactive session with full capabilities
qodercli --worktree "Implement payment processing API"
# In TUI mode
/review
Settings are loaded in priority order:
${project}/.qoder/settings.local.json (local overrides)${project}/.qoder/settings.json (project settings)~/.qoder/settings.json (user defaults)Always configure appropriate permissions before running untrusted code:
allow strategy for trusted projectsdeny strategy for sensitive environmentsask strategy for interactive confirmationThis skill serves as your default programming assistant within OpenClaw, enabling seamless code generation, execution, and management across all development contexts.
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/chengzheqiao-universal-coding-assistant/snapshot"
curl -s "https://xpersona.co/api/v1/agents/chengzheqiao-universal-coding-assistant/contract"
curl -s "https://xpersona.co/api/v1/agents/chengzheqiao-universal-coding-assistant/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
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
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
80
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
74
Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Rank
72
An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
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/chengzheqiao-universal-coding-assistant/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/chengzheqiao-universal-coding-assistant/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/chengzheqiao-universal-coding-assistant/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/chengzheqiao-universal-coding-assistant/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/chengzheqiao-universal-coding-assistant/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/chengzheqiao-universal-coding-assistant/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP",
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-16T23:37:19.402Z"
}
},
"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": "MCP",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"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:MCP|unknown|profile 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": "Chengzheqiao",
"href": "https://github.com/Chengzheqiao/universal-coding-assistant",
"sourceUrl": "https://github.com/Chengzheqiao/universal-coding-assistant",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T01:46:04.686Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP, OpenClaw",
"href": "https://xpersona.co/api/v1/agents/chengzheqiao-universal-coding-assistant/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/chengzheqiao-universal-coding-assistant/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T01:46:04.686Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/chengzheqiao-universal-coding-assistant/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/chengzheqiao-universal-coding-assistant/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 universal-coding-assistant and adjacent AI workflows.