Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
Unified task-driven development workflow combining automated planning, fine-grained execution, and deployment. Supports flat or hierarchical tasks, long-running tasks with shell verification, and multiple deployment modes. Trigger with /auto-dev-workflow. --- name: auto-dev-workflow description: Unified task-driven development workflow combining automated planning, fine-grained execution, and deployment. Supports flat or hierarchical tasks, long-running tasks with shell verification, and multiple deployment modes. Trigger with /auto-dev-workflow. tools: Read, Write, Edit, Glob, Bash, TaskCreate, TaskUpdate, TaskList customModes: auto-dev-mode --- Auto Dev Workflow A s Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Freshness
Last checked 4/15/2026
Best For
auto-dev-workflow is best for be workflows where MCP 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
Unified task-driven development workflow combining automated planning, fine-grained execution, and deployment. Supports flat or hierarchical tasks, long-running tasks with shell verification, and multiple deployment modes. Trigger with /auto-dev-workflow. --- name: auto-dev-workflow description: Unified task-driven development workflow combining automated planning, fine-grained execution, and deployment. Supports flat or hierarchical tasks, long-running tasks with shell verification, and multiple deployment modes. Trigger with /auto-dev-workflow. tools: Read, Write, Edit, Glob, Bash, TaskCreate, TaskUpdate, TaskList customModes: auto-dev-mode --- Auto Dev Workflow A s
Public facts
4
Change events
1
Artifacts
0
Freshness
Apr 15, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Apr 15, 2026
Vendor
Jssyxd
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Unpublished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 4/15/2026.
Setup snapshot
git clone https://github.com/jssyxd/auto-dev-workflow.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
Jssyxd
Protocol compatibility
MCP
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
6
Snippets
0
Languages
typescript
Parameters
bash
/auto-dev-workflow init
text
┌─────────────┐ ┌─────────────┐ ┌─────────────┐
│ 1. Initialize│ → │ 2. Select │ → │ 3. Implement│
│ ./init.sh │ │ Task │ │ Task │
└─────────────┘ └─────────────┘ └──────┬──────┘
↓
┌─────────────┐ ┌─────────────┐ ┌─────────────┐
│ 6. Commit │ ← │ 5. Update │ ← │ 4. Test │
│ Changes │ │ Progress │ │ & Verify │
└─────────────┘ └─────────────┘ └─────────────┘json
{
"tasks": [
{
"id": 1,
"title": "Setup project structure",
"description": "Initialize Next.js project with TypeScript",
"steps": [
"Run npx create-next-app@latest",
"Configure Tailwind CSS",
"Setup ESLint and Prettier"
],
"passes": false,
"dependencies": [],
"priority": "high"
}
]
}text
/auto-dev-workflow init
text
/auto-dev-workflow plan
text
/auto-dev-workflow run
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
Unified task-driven development workflow combining automated planning, fine-grained execution, and deployment. Supports flat or hierarchical tasks, long-running tasks with shell verification, and multiple deployment modes. Trigger with /auto-dev-workflow. --- name: auto-dev-workflow description: Unified task-driven development workflow combining automated planning, fine-grained execution, and deployment. Supports flat or hierarchical tasks, long-running tasks with shell verification, and multiple deployment modes. Trigger with /auto-dev-workflow. tools: Read, Write, Edit, Glob, Bash, TaskCreate, TaskUpdate, TaskList customModes: auto-dev-mode --- Auto Dev Workflow A s
A standardized, task-driven development workflow that breaks projects into small, verifiable tasks and automates the implementation loop. This skill creates and manages the complete infrastructure for AI-assisted development.
To initialize this workflow in any project:
/auto-dev-workflow init
This creates:
CLAUDE.md - Agent workflow instructionstask.json - Task management fileprogress.txt - Progress tracking loginit.sh - Environment initialization script┌─────────────┐ ┌─────────────┐ ┌─────────────┐
│ 1. Initialize│ → │ 2. Select │ → │ 3. Implement│
│ ./init.sh │ │ Task │ │ Task │
└─────────────┘ └─────────────┘ └──────┬──────┘
↓
┌─────────────┐ ┌─────────────┐ ┌─────────────┐
│ 6. Commit │ ← │ 5. Update │ ← │ 4. Test │
│ Changes │ │ Progress │ │ & Verify │
└─────────────┘ └─────────────┘ └─────────────┘
Mandatory workflow instructions for all agent sessions. Must be followed for every task.
Key sections:
JSON file containing all project tasks with the following structure:
{
"tasks": [
{
"id": 1,
"title": "Setup project structure",
"description": "Initialize Next.js project with TypeScript",
"steps": [
"Run npx create-next-app@latest",
"Configure Tailwind CSS",
"Setup ESLint and Prettier"
],
"passes": false,
"dependencies": [],
"priority": "high"
}
]
}
Human-readable work log tracking:
Environment initialization script that:
Initialize workflow:
/auto-dev-workflow init
Define tasks:
/auto-dev-workflow plan
Describe your project, and the skill will generate task.json with appropriate tasks.
Start development loop:
/auto-dev-workflow run
Analyze codebase:
/auto-dev-workflow analyze
Generate tasks from analysis:
/auto-dev-workflow generate-tasks "Add user authentication"
Execute single task:
/auto-dev-workflow task 5
Run the automated development loop:
/auto-dev-workflow loop --max-runs 10
This will:
Note: Standard tasks now auto-detect verification type. Use long-task only for explicitly complex operations.
For tasks requiring manual step-by-step confirmation:
/auto-dev-workflow long-task "Configure Nginx with SSL and reverse proxy"
Auto-Detection Logic (applies to all tasks):
| Task Keywords | Auto-Selected Verification |
|---------------|---------------------------|
| install, setup, configure | Shell commands (ls, cat, systemctl) |
| deploy, server, service | Shell + network verification |
| docker, nginx, database | Shell verification |
| create, add, fix (code) | lint/build/test |
| component, page, UI | lint/build + browser testing |
| file, config, document | File existence + content check |
Always applies:
Simple array of tasks in task.json:
{
"tasks": [
{
"id": 1,
"title": "Setup project",
"passes": false,
"priority": "high"
}
]
}
For large projects, use Epics → Features → Tasks:
{
"epics": [
{
"id": "E1",
"title": "User Authentication",
"features": [
{
"id": "F1",
"title": "Login System",
"tasks": [
{
"id": "T1",
"title": "Create login form",
"status": "pending",
"priority": "high"
}
]
}
]
}
]
}
When initializing, choose deployment mode:
| Mode | Description | Use Case |
|------|-------------|----------|
| local | Traditional local development | Quick prototyping |
| managed | GitHub Actions + Cloud services | Production deployments |
| hybrid | Local dev + Cloud deployment | Most projects |
session-state.json provides complete audit trail:
{
"current_session": {
"start_time": "2026-02-19T10:00:00Z",
"mode": "long-task",
"current_step": 3,
"compaction_count": 1
},
"step_history": [
{
"step": 1,
"title": "Install Docker",
"status": "completed",
"verification": "docker --version: 24.0.7"
}
]
}
When selecting the next task, prioritize:
passes: falseUse Playwright MCP for verification:
// Example test flow
1. Navigate to page
2. Take screenshot for visual verification
3. Test form submissions
4. Verify interactive elements
Always verify:
npm run lint passes (no errors)npm run build succeedsnpm run test passes (if tests exist)After each task, append to progress.txt:
## [YYYY-MM-DD HH:MM] - Task: [Task Title]
### What was done:
- Specific change 1
- Specific change 2
### Files modified:
- `src/components/Button.tsx`
- `src/lib/utils.ts`
### Tests performed:
- [x] lint passes
- [x] build succeeds
- [x] browser testing complete
### Issues encountered:
- None / Description of issues and resolutions
### Decisions made:
- Used X approach because Y
Each completed task should be committed separately:
git add -A
git commit -m "$(cat <<'EOF'
Task [ID]: [Task Title]
- Change 1
- Change 2
Tests: All passing
EOF
)"
Define task dependencies in task.json:
{
"id": 3,
"title": "Add authentication",
"dependencies": [1, 2],
"passes": false
}
Tasks with unmet dependencies are skipped.
critical: Blocks other workhigh: Core functionalitymedium: Important featureslow: Nice to haveOrganize tasks by category:
{
"id": 5,
"title": "Setup database",
"category": "infrastructure"
}
Common categories:
infrastructure: Setup, config, dependenciesfeature: User-facing functionalityui: Interface componentsapi: Backend endpointstest: Testing infrastructuredocs: DocumentationGood task (can be completed in 10-30 minutes):
Task too large (break it down):
Require human confirmation for:
Edit CLAUDE.md to add:
## Project-Specific Rules
### Naming Conventions
- Components: PascalCase
- Utilities: camelCase
- Constants: UPPER_SNAKE_CASE
### Code Style
- Use async/await over promises
- Prefer explicit types over inferred
- Always handle errors explicitly
Modify init.sh for your stack:
#!/bin/bash
# For Python projects
python -m venv venv
source venv/bin/activate
pip install -r requirements.txt
# For Go projects
go mod download
go build ./...
# For Rust projects
cargo build
cargo test
This workflow has been successfully used for:
Recommended MCP servers for this workflow:
Add to .claude/settings.json:
{
"hooks": {
"postEdit": [
"npm run lint --fix"
]
}
}
Use specialized subagents for:
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/jssyxd-auto-dev-workflow/snapshot"
curl -s "https://xpersona.co/api/v1/agents/jssyxd-auto-dev-workflow/contract"
curl -s "https://xpersona.co/api/v1/agents/jssyxd-auto-dev-workflow/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/jssyxd-auto-dev-workflow/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/jssyxd-auto-dev-workflow/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/jssyxd-auto-dev-workflow/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/jssyxd-auto-dev-workflow/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/jssyxd-auto-dev-workflow/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/jssyxd-auto-dev-workflow/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-17T01:46:36.943Z"
}
},
"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": "be",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|unknown|profile capability:be|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": "Jssyxd",
"href": "https://github.com/jssyxd/auto-dev-workflow",
"sourceUrl": "https://github.com/jssyxd/auto-dev-workflow",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T01:14:32.508Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://xpersona.co/api/v1/agents/jssyxd-auto-dev-workflow/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/jssyxd-auto-dev-workflow/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T01:14:32.508Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/jssyxd-auto-dev-workflow/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/jssyxd-auto-dev-workflow/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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