Crawler Summary
✨ 基于代码生成和函数调用(function call)的大语言模型(LLM)智能体 ✨ 通过自然语言提问，使用大语言模型智能解析数据库结构，对数据进行智能多表结构化查询和统计计算，根据查询结果智能绘制多种图表。 支持自定义函数(function call)和Agent调用，多智能体协同。 基于代码生成的思维链(COT)。 实现智能体对用户的反问，解决用户提问模糊、不完整的情况。 ✨ 基于代码生成和函数调用(function call)的大语言模型(LLM)智能体 ✨ 通过自然语言提问，使用大语言模型智能解析数据库结构，对数据进行智能多表结构化查询和统计计算，根据查询结果智能绘制多种图表。 支持自定义函数(function call)和Agent调用，多智能体协同。 基于代码生成的思维链(COT)。 实现智能体对用户的反问，解决用户提问模糊、不完整的情况。 Capability contract not published. No trust telemetry is available yet. 5 GitHub stars reported by the source. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
data-copilot-functions is best for general automation 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
✨ 基于代码生成和函数调用(function call)的大语言模型(LLM)智能体 ✨ 通过自然语言提问，使用大语言模型智能解析数据库结构，对数据进行智能多表结构化查询和统计计算，根据查询结果智能绘制多种图表。 支持自定义函数(function call)和Agent调用，多智能体协同。 基于代码生成的思维链(COT)。 实现智能体对用户的反问，解决用户提问模糊、不完整的情况。 ✨ 基于代码生成和函数调用(function call)的大语言模型(LLM)智能体 ✨ 通过自然语言提问，使用大语言模型智能解析数据库结构，对数据进行智能多表结构化查询和统计计算，根据查询结果智能绘制多种图表。 支持自定义函数(function call)和Agent调用，多智能体协同。 基于代码生成的思维链(COT)。 实现智能体对用户的反问，解决用户提问模糊、不完整的情况。
Public facts
4
Change events
0
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. 5 GitHub stars reported by the source. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Feb 25, 2026
Vendor
Bytesc
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Unpublished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. 5 GitHub stars reported by the source. Last updated 2/25/2026.
Setup snapshot
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.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Bytesc
Protocol compatibility
OpenClaw
Adoption signal
5 GitHub stars
Handshake status
UNKNOWN
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
0
Snippets
0
Languages
typescript
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB REPOS
Editorial quality
ready
✨ 基于代码生成和函数调用(function call)的大语言模型(LLM)智能体 ✨ 通过自然语言提问，使用大语言模型智能解析数据库结构，对数据进行智能多表结构化查询和统计计算，根据查询结果智能绘制多种图表。 支持自定义函数(function call)和Agent调用，多智能体协同。 基于代码生成的思维链(COT)。 实现智能体对用户的反问，解决用户提问模糊、不完整的情况。 ✨ 基于代码生成和函数调用(function call)的大语言模型(LLM)智能体 ✨ 通过自然语言提问，使用大语言模型智能解析数据库结构，对数据进行智能多表结构化查询和统计计算，根据查询结果智能绘制多种图表。 支持自定义函数(function call)和Agent调用，多智能体协同。 基于代码生成的思维链(COT)。 实现智能体对用户的反问，解决用户提问模糊、不完整的情况。
✨ 基于代码生成和函数调用(function call)的大语言模型(LLM)智能体 ✨ 通过自然语言提问，使用大语言模型智能解析数据库结构，对数据进行智能多表结构化查询和统计计算，根据查询结果智能绘制多种图表。 支持自定义函数(function call)和Agent调用，多智能体协同。 基于代码生成的思维链(COT)。 实现智能体对用户的反问，解决用户提问模糊、不完整的情况。
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/bytesc-data-copilot-functions/snapshot"
curl -s "https://xpersona.co/api/v1/agents/bytesc-data-copilot-functions/contract"
curl -s "https://xpersona.co/api/v1/agents/bytesc-data-copilot-functions/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
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
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
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
Rank
70
The Frontend for Agents & Generative UI. React + Angular
Traction
No public download signal
Freshness
Updated 23d 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/bytesc-data-copilot-functions/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/bytesc-data-copilot-functions/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/bytesc-data-copilot-functions/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/bytesc-data-copilot-functions/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/bytesc-data-copilot-functions/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/bytesc-data-copilot-functions/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_REPOS",
"generatedAt": "2026-04-16T23:30:22.975Z"
}
},
"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"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile"
}Facts JSON
[
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Bytesc",
"href": "http://www.bytesc.top",
"sourceUrl": "http://www.bytesc.top",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T04:24:01.595Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/bytesc-data-copilot-functions/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/bytesc-data-copilot-functions/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T04:24:01.595Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "5 GitHub stars",
"href": "https://github.com/bytesc/data-copilot-functions",
"sourceUrl": "https://github.com/bytesc/data-copilot-functions",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T04:24:01.595Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/bytesc-data-copilot-functions/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/bytesc-data-copilot-functions/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[]
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