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
Xpersona Agent
Spec-driven development workflow. Interactive phase-by-phase confirmation from proposal to implementation. Trigger: 'spec-flow', 'spec mode', 'need a plan', 'structured development', 'write a spec', 'feature spec', 'technical spec', '需求文档', '技术方案', '任务拆解', '规格驱动', '写个方案', '做个规划', '结构化开发', 'plan this feature', 'break this down', 'design doc'. Creates .spec-flow/ directory with proposal, requirements, design, and tasks. --- name: spec-flow description: "Spec-driven development workflow. Interactive phase-by-phase confirmation from proposal to implementation. Trigger: 'spec-flow', 'spec mode', 'need a plan', 'structured development', 'write a spec', 'feature spec', 'technical spec', '需求文档', '技术方案', '任务拆解', '规格驱动', '写个方案', '做个规划', '结构化开发', 'plan this feature', 'break this down', 'design doc'. Creates .spec-flow/ directory with proposa
git clone https://github.com/echoVic/spec-flow.gitOverall rank
#50
Adoption
26 GitHub stars
Trust
Unknown
Freshness
Mar 1, 2026
Freshness
Last checked Mar 1, 2026
Best For
Contract is available with explicit auth and schema references.
Not Ideal For
spec-flow is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.
Evidence Sources Checked
editorial-content, capability-contract, runtime-metrics, public facts pack
Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.
Overview
Spec-driven development workflow. Interactive phase-by-phase confirmation from proposal to implementation. Trigger: 'spec-flow', 'spec mode', 'need a plan', 'structured development', 'write a spec', 'feature spec', 'technical spec', '需求文档', '技术方案', '任务拆解', '规格驱动', '写个方案', '做个规划', '结构化开发', 'plan this feature', 'break this down', 'design doc'. Creates .spec-flow/ directory with proposal, requirements, design, and tasks. --- name: spec-flow description: "Spec-driven development workflow. Interactive phase-by-phase confirmation from proposal to implementation. Trigger: 'spec-flow', 'spec mode', 'need a plan', 'structured development', 'write a spec', 'feature spec', 'technical spec', '需求文档', '技术方案', '任务拆解', '规格驱动', '写个方案', '做个规划', '结构化开发', 'plan this feature', 'break this down', 'design doc'. Creates .spec-flow/ directory with proposa Published capability contract available. No trust telemetry is available yet. 26 GitHub stars reported by the source. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Mar 1, 2026
Vendor
Echovic
Artifacts
0
Benchmarks
0
Last release
Unpublished
Install & run
git clone https://github.com/echoVic/spec-flow.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.
Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.
Public facts
Vendor
Echovic
Protocol compatibility
OpenClaw
Auth modes
api_key
Machine-readable schemas
OpenAPI or schema references published
Adoption signal
26 GitHub stars
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.
Captured outputs
Extracted files
0
Examples
1
Snippets
0
Languages
typescript
Parameters
text
.spec-flow/ ├── steering/ # 全局项目上下文(可选) │ ├── constitution.md │ ├── product.md │ ├── tech.md │ └── structure.md ├── active/ # 进行中 │ └── <feature>/ │ ├── proposal.md │ ├── requirements.md │ ├── design.md │ └── tasks.md └── archive/ # 已完成
Editorial read
Docs source
GITHUB OPENCLEW
Editorial quality
ready
Spec-driven development workflow. Interactive phase-by-phase confirmation from proposal to implementation. Trigger: 'spec-flow', 'spec mode', 'need a plan', 'structured development', 'write a spec', 'feature spec', 'technical spec', '需求文档', '技术方案', '任务拆解', '规格驱动', '写个方案', '做个规划', '结构化开发', 'plan this feature', 'break this down', 'design doc'. Creates .spec-flow/ directory with proposal, requirements, design, and tasks. --- name: spec-flow description: "Spec-driven development workflow. Interactive phase-by-phase confirmation from proposal to implementation. Trigger: 'spec-flow', 'spec mode', 'need a plan', 'structured development', 'write a spec', 'feature spec', 'technical spec', '需求文档', '技术方案', '任务拆解', '规格驱动', '写个方案', '做个规划', '结构化开发', 'plan this feature', 'break this down', 'design doc'. Creates .spec-flow/ directory with proposa
Structured workflow for complex feature development. Creates living documentation that guides implementation and serves as team reference.
| 参数 | 说明 |
|------|------|
| --fast | 跳过逐阶段确认,一次性生成所有文档(最后整体确认) |
| --skip-design | 跳过 Design 阶段(简单功能,架构显而易见时) |
所有生成的 .md 文件必须使用中文。
Load references/interaction-rules.md for detailed confirmation templates and prohibited behaviors.
Copy this checklist and check off items as you complete them:
[ ] Phase 0: Initialize ⚠️ REQUIRED
scripts/init-spec-flow.sh <feature-name> or create .spec-flow/active/<feature>/.spec-flow/steering/ exists — if so, read for project context[ ] Phase 1: Proposal ⚠️ REQUIRED
.spec-flow/active/<feature>/proposal.md using templates/proposal.md.template[ ] Phase 2: Requirements
.spec-flow/active/<feature>/requirements.md using templates/requirements.md.templatereferences/ears-format.md — 使用 EARS 格式编写需求[ ] Phase 3: Design(除非 --skip-design)
.spec-flow/active/<feature>/design.md using templates/design.md.template[ ] Phase 4: Tasks
.spec-flow/active/<feature>/tasks.md using templates/tasks.md.templatereferences/task-decomposition.md — 遵循任务拆解规范[ ] Phase 5: Implementation
references/execution-modes.md — 确认执行模式- [ ] → - [x]).spec-flow/archive/.spec-flow/
├── steering/ # 全局项目上下文(可选)
│ ├── constitution.md
│ ├── product.md
│ ├── tech.md
│ └── structure.md
├── active/ # 进行中
│ └── <feature>/
│ ├── proposal.md
│ ├── requirements.md
│ ├── design.md
│ └── tasks.md
└── archive/ # 已完成
| Document | Purpose | Template |
|----------|---------|----------|
| constitution.md | 项目治理原则 | templates/steering/constitution.md.template |
| product.md | 产品愿景、目标用户 | templates/steering/product.md.template |
| tech.md | 技术栈、约束 | templates/steering/tech.md.template |
| structure.md | 代码组织、命名规范 | templates/steering/structure.md.template |
| From | To | Condition |
|------|-----|-----------|
| Proposal | Requirements | Proposal approved, questions resolved |
| Requirements | Design | Requirements complete, testable |
| Requirements | Tasks | --skip-design, simple feature |
| Design | Tasks | Design approved |
| Tasks | Implementation | Tasks confirmed |
| Implementation | Done | All tasks complete → archive |
Works with any AI agent that supports Skills format: Claude Code, Blade, OpenClaw, Cursor, Windsurf, etc.
Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.
Machine interfaces
Contract coverage
Status
ready
Auth
api_key
Streaming
No
Data region
global
Protocol support
Requires: openclew, lang:typescript
Forbidden: none
Guardrails
Operational confidence: medium
curl -s "https://xpersona.co/api/v1/agents/echovic-spec-flow/snapshot"
curl -s "https://xpersona.co/api/v1/agents/echovic-spec-flow/contract"
curl -s "https://xpersona.co/api/v1/agents/echovic-spec-flow/trust"
Operational fit
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
Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.
Contract JSON
{
"contractStatus": "ready",
"authModes": [
"api_key"
],
"requires": [
"openclew",
"lang:typescript"
],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/echoVic/spec-flow#input",
"outputSchemaRef": "https://github.com/echoVic/spec-flow#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:45:33.459Z",
"sourceUpdatedAt": "2026-02-24T19:45:33.459Z",
"freshnessSeconds": 4427801
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/echovic-spec-flow/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/echovic-spec-flow/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/echovic-spec-flow/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/echovic-spec-flow/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/echovic-spec-flow/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/echovic-spec-flow/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-17T01:42:14.772Z"
}
},
"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": "skills",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:skills|supported|profile"
}Facts JSON
[
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Echovic",
"href": "https://github.com/echoVic/spec-flow",
"sourceUrl": "https://github.com/echoVic/spec-flow",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T05:21:22.124Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "26 GitHub stars",
"href": "https://github.com/echoVic/spec-flow",
"sourceUrl": "https://github.com/echoVic/spec-flow",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T05:21:22.124Z",
"isPublic": true
},
{
"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": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/echovic-spec-flow/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/echovic-spec-flow/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-24T19:45:33.459Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "api_key",
"href": "https://xpersona.co/api/v1/agents/echovic-spec-flow/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/echovic-spec-flow/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:45:33.459Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/echoVic/spec-flow#input",
"sourceUrl": "https://xpersona.co/api/v1/agents/echovic-spec-flow/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:45:33.459Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/echovic-spec-flow/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/echovic-spec-flow/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
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